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2020 – today
- 2025
[j133]Sanjay Saxena, Soumyaranjan Panda, Ekta Tiwari, Rajesh Singh, Mostafa M. Fouda, Mannudeep K. Kalra, Ketan Kotecha, Luca Saba, Jasjit S. Suri:
Navigating the artificial intelligence revolution in neuro-oncology: A multidisciplinary viewpoint. Neurocomputing 620: 129220 (2025)- 2024
- [j132]Archana Bathula, Suneet K. Gupta, Suresh Merugu, Luca Saba, Narendra N. Khanna, John R. Laird, Siva Skandha Sanagala, Rajesh Singh, Deepak Garg, Mostafa M. Fouda
, Jasjit S. Suri:
Blockchain, artificial intelligence, and healthcare: the tripod of future - a narrative review. Artif. Intell. Rev. 57(9): 238 (2024) - [j131]Mainak Biswas, Luca Saba, Mannudeep K. Kalra, Rajesh Singh, José Fernandes e Fernandes, Vijay Viswanathan, John R. Laird, Laura E. Mantella, Amer M. Johri, Mostafa M. Fouda, Jasjit S. Suri:
MultiNet 2.0: A lightweight attention-based deep learning network for stenosis measurement in carotid ultrasound scans and cardiovascular risk assessment. Comput. Medical Imaging Graph. 117: 102437 (2024) - [j130]Sushant Agarwal, Sanjay Saxena, Alessandro Carriero, Gian Luca Chabert, Gobinath Ravindran, Sudip Paul, John R. Laird, Deepak Garg, Mostafa Fatemi, Lopamudra Mohanty, Arun Kumar Dubey, Rajesh Singh, Mostafa M. Fouda, Narpinder Singh, Subbaram Naidu, Klaudija Viskovic, Melita Kukuljan, Manudeep K. Kalra, Luca Saba, Jasjit S. Suri:
COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomography. Frontiers Artif. Intell. 7 (2024) - [j129]Ashish Kumar, Vivekanand Aelgani, Rubeena Vohra, Suneet K. Gupta, Mrinalini Bhagawati, Sudip Paul, Luca Saba, Neha Suri, Narendra N. Khanna, John R. Laird, Amer M. Johri, Manudeep Kalra, Mostafa M. Fouda, Mostafa Fatemi, Subbaram Naidu, Jasjit S. Suri:
Artificial intelligence bias in medical system designs: a systematic review. Multim. Tools Appl. 83(6): 18005-18057 (2024) - 2023
- [j128]Jasjit S. Suri, Mrinalini Bhagawati, Sushant Agarwal, Sudip Paul, Amit Pandey, Suneet K. Gupta, Luca Saba, Kosmas I. Paraskevas, Narendra N. Khanna, John R. Laird, Amer M. Johri, Manudeep K. Kalra, Mostafa M. Fouda, Mostafa Fatemi, Subbaram Naidu:
UNet Deep Learning Architecture for Segmentation of Vascular and Non-Vascular Images: A Microscopic Look at UNet Components Buffered With Pruning, Explainable Artificial Intelligence, and Bias. IEEE Access 11: 595-645 (2023) - [j127]Sanjay Saxena, Biswajit Jena, Bibhabasu Mohapatra, Neha Gupta, Manudeep S. Kalra, Mario Scartozzi, Luca Saba, Jasjit S. Suri:
Fused deep learning paradigm for the prediction of o6-methylguanine-DNA methyltransferase genotype in glioblastoma patients: A neuro-oncological investigation. Comput. Biol. Medicine 153: 106492 (2023) - [j126]Naresh Kumar Nagwani, Jasjit S. Suri:
An artificial intelligence framework on software bug triaging, technological evolution, and future challenges: A review. Int. J. Inf. Manag. Data Insights 3(1): 100153 (2023) - [j125]Sanjay Saxena, Aaditya Agrawal, Prasad Dash, Biswajit Jena, Narendra N. Khanna, Sudip Paul, Mannudeep M. Kalra, Klaudija Viskovic, Mostafa M. Fouda, Luca Saba, Jasjit S. Suri:
Prediction of O-6-methylguanine-DNA methyltransferase and overall survival of the patients suffering from glioblastoma using MRI-based hybrid radiomics signatures in machine and deep learning framework. Neural Comput. Appl. 35(18): 13647-13663 (2023) - 2022
- [j124]Neha Gupta, Suneet K. Gupta, Rajesh K. Pathak, Vanita Jain, Parisa Rashidi, Jasjit S. Suri:
Human activity recognition in artificial intelligence framework: a narrative review. Artif. Intell. Rev. 55(6): 4755-4808 (2022) - [j123]Ankush D. Jamthikar, Deep Gupta, Amer M. Johri, Laura E. Mantella, Luca Saba, Jasjit S. Suri:
A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study. Comput. Biol. Medicine 140: 105102 (2022) - [j122]Siva Skandha Sanagala, Andrew Nicolaides, Suneet K. Gupta, Vijaya Kumar Koppula, Luca Saba, Amer M. Johri, Manudeep S. Kalra, Jasjit S. Suri:
A hybrid deep learning paradigm for carotid plaque tissue characterization and its validation in multicenter cohorts using a supercomputer framework. Comput. Biol. Medicine 141: 105131 (2022) - [j121]Jasjit S. Suri, Mrinalini Bhagawati, Sudip Paul, Athanasios Protogeron, Petros P. Sfikakis, George D. Kitas, Narendra N. Khanna, Zoltan Ruzsa, Aditya M. Sharma, Sanjay Saxena, Gavino Faa, Kosmas I. Paraskevas, John R. Laird, Amer M. Johri, Luca Saba, Manudeep S. Kalra:
Understanding the bias in machine learning systems for cardiovascular disease risk assessment: The first of its kind review. Comput. Biol. Medicine 142: 105204 (2022) - [j120]Suchismita Das, Gopal Krishna Nayak, Luca Saba, Mannudeep K. Kalra, Jasjit S. Suri, Sanjay Saxena:
An artificial intelligence framework and its bias for brain tumor segmentation: A narrative review. Comput. Biol. Medicine 143: 105273 (2022) - [j119]Mohit Agarwal, Sushant Agarwal, Luca Saba, Gian Luca Chabert, Suneet K. Gupta, Alessandro Carriero, Alessio Pasche, Pietro Danna, Armin Mehmedovic, Gavino Faa, Saurabh Shrivastava, Kanishka Jain, Harsh Jain, Tanay Jujaray, Inder M. Singh, Monika Turk, Paramjit S. Chadha, Amer M. Johri, Narendra N. Khanna, Sophie Mavrogeni, John R. Laird, David W. Sobel, Martin Miner, Antonella Balestrieri, Petros P. Sfikakis, George Tsoulfas, Durga Prasanna Misra, Vikas Agarwal, George D. Kitas, Jagjit S. Teji, Mustafa Al-Maini, Surinder K. Dhanjil, Andrew Nicolaides, Aditya Sharma, Vijay Rathore, Mostafa Fatemi, Azra Alizad, Pudukode R. Krishnan, Rajanikant R. Yadav, Frence Nagy, Zsigmond Tamás Kincses, Zoltan Ruzsa, Subbaram Naidu, Klaudija Viskovic, Manudeep K. Kalra, Jasjit S. Suri:
Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0. Comput. Biol. Medicine 146: 105571 (2022) - [j118]Jagjit S. Teji, Suneet Jain, Suneet K. Gupta, Jasjit S. Suri:
NeoAI 1.0: Machine learning-based paradigm for prediction of neonatal and infant risk of death. Comput. Biol. Medicine 147: 105639 (2022) - [j117]Pankaj Kumar Jain, Neeraj Sharma, Mannudeep K. Kalra, Amer M. Johri, Luca Saba, Jasjit S. Suri:
Far wall plaque segmentation and area measurement in common and internal carotid artery ultrasound using U-series architectures: An unseen Artificial Intelligence paradigm for stroke risk assessment. Comput. Biol. Medicine 149: 106017 (2022) - [j116]Amer M. Johri, Krishna V. Singh, Laura E. Mantella, Luca Saba, Aditya Sharma, John R. Laird, Kumar Utkarsh, Inder M. Singh, Suneet K. Gupta, Manudeep S. Kalra, Jasjit S. Suri:
Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization. Comput. Biol. Medicine 150: 106018 (2022) - [j115]Siva Skandha Sanagala, Mohit Agarwal, Kumar Utkarsh, Suneet K. Gupta, Vijaya Kumar Koppula, Jasjit S. Suri:
A novel genetic algorithm-based approach for compression and acceleration of deep learning convolution neural network: an application in computer tomography lung cancer data. Neural Comput. Appl. 34(23): 20915-20937 (2022) - [j114]Ankush D. Jamthikar, Deep Gupta, Laura E. Mantella, Luca Saba, Amer M. Johri, Jasjit S. Suri:
Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid Ultrasound. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [c57]Mainak Biswas, Jasjit S. Suri:
Deep-learning Based Autoencoder Model for Label Distribution Learning. CICBA 2022: 59-66 - 2021
- [j113]Luca Saba, Mohit Agarwal, Anubhav Patrick, Anudeep Puvvula, Suneet K. Gupta, Alessandro Carriero, John R. Laird, George D. Kitas, Amer M. Johri, Antonella Balestrieri, Zeno Falaschi, Alessio Pasche, Vijay Viswanathan, Ayman El-Baz, Iqbal Alam, Abhinav Jain, D. Subbaram Naidu, Ronald Oberleitner, Narendra N. Khanna, Arindam Bit, Mostafa Fatemi, Azra Alizad, Jasjit S. Suri:
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs. Int. J. Comput. Assist. Radiol. Surg. 16(3): 423-434 (2021) - [j112]Jasjit S. Suri, Sushant Agarwal, Suneet K. Gupta, Anudeep Puvvula, Mainak Biswas, Luca Saba, Arindam Bit, Gopal S. Tandel, Mohit Agarwal, Anubhav Patrick, Gavino Faa, Inder M. Singh, Ronald Oberleitner, Monika Turk, Paramjit S. Chadha, Amer M. Johri, J. Miguel Sanches, Narendra N. Khanna, D. Subbaram Naidu:
A narrative review on characterization of acute respiratory distress syndrome in COVID-19-infected lungs using artificial intelligence. Comput. Biol. Medicine 130: 104210 (2021) - [j111]Pankaj Kumar Jain, Neeraj Sharma, Argiris A. Giannopoulos, Luca Saba, Andrew Nicolaides, Jasjit S. Suri:
Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound. Comput. Biol. Medicine 136: 104721 (2021) - [j110]Biswajit Jena, Sanjay Saxena, Gopal Krishna Nayak, Luca Saba, Neeraj Sharma, Jasjit S. Suri:
Artificial intelligence-based hybrid deep learning models for image classification: The first narrative review. Comput. Biol. Medicine 137: 104803 (2021) - [j109]Mainak Biswas, Luca Saba, Tomaz Omerzu, Amer M. Johri, Narendra N. Khanna, Klaudija Viskovic, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, Antonella Balestrieri, Petros P. Sfikakis, Athanasios Protogerou, Durga Prasanna Misra, Vikas Agarwal, George D. Kitas, Raghu Kolluri, Aditya Sharma, Vijay Viswanathan, Zoltan Ruzsa, Andrew Nicolaides, Jasjit S. Suri:
A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework. J. Digit. Imaging 34(3): 581-604 (2021) - [j108]Mohit Agarwal, Luca Saba, Suneet K. Gupta, Alessandro Carriero, Zeno Falaschi, Alessio Pasche, Pietro Danna, Ayman El-Baz, D. Subbaram Naidu, Jasjit S. Suri:
A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort. J. Medical Syst. 45(3): 28 (2021) - [j107]Mohit Agarwal, Luca Saba, Suneet K. Gupta, Amer M. Johri, Narendra N. Khanna, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Aditya M. Sharma, Vijay Viswanathan, George D. Kitas, Andrew Nicolaides, Jasjit S. Suri:
Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application. Medical Biol. Eng. Comput. 59(3): 511-533 (2021) - [j106]Luca Saba, Siva Skandha Sanagala, Suneet K. Gupta, Vijaya Kumar Koppula, John R. Laird, Vijay Viswanathan, Miguel J. Sanches, George D. Kitas, Amer M. Johri, Neeraj Sharma, Andrew Nicolaides, Jasjit S. Suri:
A Multicenter Study on Carotid Ultrasound Plaque Tissue Characterization and Classification Using Six Deep Artificial Intelligence Models: A Stroke Application. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j105]Jasjit S. Suri, Sushant Agarwal, Suneet K. Gupta, Anudeep Puvvula, Klaudija Viskovic, Neha Suri, Azra Alizad, Ayman El-Baz, Luca Saba, Mostafa Fatemi, D. Subbaram Naidu:
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective. IEEE J. Biomed. Health Informatics 25(11): 4128-4139 (2021) - 2020
- [j104]Michele Porcu, Annunziata Operamolla, Elisa Scapin, Paolo Garofalo, Francesco Destro, Alessandro Caneglias, Jasjit S. Suri, Andrea Falini, Giovanni Defazio, Francesco Marrosu, Luca Saba:
Effects of White Matter Hyperintensities on Brain Connectivity and Hippocampal Volume in Healthy Subjects According to Their Localization. Brain Connect. 10(8): 436-447 (2020) - [j103]Gopal S. Tandel, Antonella Balestrieri, Tanay Jujaray, Narender N. Khanna, Luca Saba, Jasjit S. Suri:
Multiclass magnetic resonance imaging brain tumor classification using artificial intelligence paradigm. Comput. Biol. Medicine 122: 103804 (2020) - [j102]Mainak Biswas, Luca Saba, Shubhro Chakrabartty, Narender N. Khanna, Hanjung Song, Harman S. Suri, Petros P. Sfikakis, Sophie Mavrogeni, Klaudija Viskovic, John R. Laird, Elisa Cuadrado Godia, Andrew Nicolaides, Aditya Sharma, Vijay Viswanathan, Athanasios Protogerou, George D. Kitas, Gyan Pareek, Martin Miner, Jasjit S. Suri:
Two-stage artificial intelligence model for jointly measurement of atherosclerotic wall thickness and plaque burden in carotid ultrasound: A screening tool for cardiovascular/stroke risk assessment. Comput. Biol. Medicine 123: 103847 (2020) - [j101]Jasjit S. Suri, Anudeep Puvvula, Mainak Biswas, Misha Majhail, Luca Saba, Gavino Faa, Inder M. Singh, Ronald Oberleitner, Monika Turk, Paramjit S. Chadha, Amer M. Johri, J. Miguel Sanches, Narendra N. Khanna, Klaudija Viskovic, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, D. Subbaram Naidu:
COVID-19 pathways for brain and heart injury in comorbidity patients: A role of medical imaging and artificial intelligence-based COVID severity classification: A review. Comput. Biol. Medicine 124: 103960 (2020) - [j100]Siva Skandha Sanagala, Suneet K. Gupta, Luca Saba, Vijaya Kumar Koppula, Amer M. Johri, Narendra N. Khanna, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Durga Prasanna Misra, Vikas Agarwal, Aditya M. Sharma, Vijay Viswanathan, Vijay S. Rathore, Monika Turk, Jasjit S. Suri:
3-D optimized classification and characterization artificial intelligence paradigm for cardiovascular/stroke risk stratification using carotid ultrasound-based delineated plaque: Atheromatic™ 2.0. Comput. Biol. Medicine 125: 103958 (2020) - [j99]Ankush D. Jamthikar, Deep Gupta, Luca Saba, Narendra N. Khanna, Klaudija Viskovic, Sophie Mavrogeni, John R. Laird, Naveed Sattar, Amer M. Johri, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Vijay Viswanathan, Aditya M. Sharma, George D. Kitas, Andrew Nicolaides, Raghu Kolluri, Jasjit S. Suri:
Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound. Comput. Biol. Medicine 126: 104043 (2020) - [j98]Mainak Biswas, Shubhro Chakrabartty, Jasjit S. Suri, Hanjung Song:
A novel statistical mechanics-based metric for characterization of text documents. Comput. Electr. Eng. 87: 106812 (2020) - [j97]Ankush D. Jamthikar, Deep Gupta, Amer M. Johri, Laura E. Mantella, Luca Saba, Raghu Kolluri, Aditya M. Sharma, Vijay Viswanathan, Andrew Nicolaides, Jasjit S. Suri:
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort. J. Medical Syst. 44(12): 208 (2020) - [j96]Venkatanareshbabu Kuppili, Mainak Biswas, Damodar Reddy Edla, K. J. Ravi Prasad, Jasjit S. Suri:
A Mechanics-Based Similarity Measure for Text Classification in Machine Learning Paradigm. IEEE Trans. Emerg. Top. Comput. Intell. 4(2): 180-200 (2020)
2010 – 2019
- 2019
- [j95]Narendra N. Khanna, Ankush D. Jamthikar, Deep Gupta, Andrew Nicolaides, Tadashi Araki, Luca Saba, Elisa Cuadrado Godia, Aditya Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Vijay Viswanathan, Jasjit S. Suri:
Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study. Comput. Biol. Medicine 105: 125-143 (2019) - [j94]Elisa Cuadrado Godia, Ankush D. Jamthikar, Deep Gupta, Narendra N. Khanna, Tadashi Araki, Md. Maniruzzaman, Luca Saba, Andrew Nicolaides, Aditya Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri:
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. Comput. Biol. Medicine 108: 182-195 (2019) - [j93]Saurabh Kumar Srivastava, Sandeep Kumar Singh, Jasjit S. Suri:
Effect of incremental feature enrichment on healthcare text classification system: A machine learning paradigm. Comput. Methods Programs Biomed. 172: 35-51 (2019) - [j92]Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin, Harman S. Suri, Mainak Biswas, Ayman El-Baz, Petros Bangeas, Georgios Tsoulfas, Jasjit S. Suri:
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. Comput. Methods Programs Biomed. 176: 173-193 (2019) - [j91]Asmita Yadav, Sandeep Kumar Singh, Jasjit S. Suri:
Ranking of software developers based on expertise score for bug triaging. Inf. Softw. Technol. 112: 1-17 (2019) - [j90]Mainak Biswas, Venkatanareshbabu Kuppili, Luca Saba, Damodar Reddy Edla, Harman S. Suri, Aditya Sharma, Elisa Cuadrado Godia, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk. Medical Biol. Eng. Comput. 57(2): 543-564 (2019) - [j89]Narendra N. Khanna, Ankush D. Jamthikar, Deep Gupta, Tadashi Araki, Matteo Piga, Luca Saba, Carlo Carcassi, Andrew Nicolaides, John R. Laird, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri:
Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0. Medical Biol. Eng. Comput. 57(7): 1553-1566 (2019) - 2018
- [j88]Mainak Biswas, Venkatanareshbabu Kuppili, Tadashi Araki, Damodar Reddy Edla, Elisa Cuadrado Godia, Luca Saba, Harman S. Suri, Tomaz Omerzu, John R. Laird, Narendra N. Khanna, Andrew Nicolaides, Jasjit S. Suri:
Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort. Comput. Biol. Medicine 98: 100-117 (2018) - [j87]Elisa Cuadrado Godia, Md. Maniruzzaman, Tadashi Araki, Anudeep Puvvula, Md. Jahanur Rahman, Luca Saba, Harman S. Suri, Ajay Gupta, Sumit K. Banchhor, Jagjit S. Teji, Tomaz Omerzu, Narendra N. Khanna, John R. Laird, Andrew Nicolaides, Sophie Mavrogeni, George D. Kitas, Jasjit S. Suri:
Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. Comput. Biol. Medicine 101: 128-145 (2018) - [j86]Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki, Luca Saba, Petia Radeva, Narendra N. Khanna, Jasjit S. Suri:
Calcium detection, its quantification, and grayscale morphology-based risk stratification using machine learning in multimodality big data coronary and carotid scans: A review. Comput. Biol. Medicine 101: 184-198 (2018) - [j85]Mainak Biswas, Venkatanareshbabu Kuppili, Damodar Reddy Edla, Harman S. Suri, Luca Saba, Rui Tato Marinho, J. Miguel Sanches, Jasjit S. Suri:
Symtosis: A liver ultrasound tissue characterization and risk stratification in optimized deep learning paradigm. Comput. Methods Programs Biomed. 155: 165-177 (2018) - [j84]P. Krishna Kumar, Tadashi Araki, Jeny Rajan, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound. Comput. Methods Programs Biomed. 163: 155-168 (2018) - [j83]Venkatanareshbabu Kuppili, Mainak Biswas, Aswini Sreekumar, Harman S. Suri, Luca Saba, Damodar Reddy Edla, Rui Tato Marinho, J. Miguel Sanches, Jasjit S. Suri:
Author Correction to: Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization. J. Medical Syst. 42(1): 18:1 (2018) - [j82]Md. Maniruzzaman, Md. Jahanur Rahman, Md. Al-MehediHasan, Harman S. Suri, Md. Menhazul Abedin, Ayman El-Baz, Jasjit S. Suri:
Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. J. Medical Syst. 42(5): 92:1-92:17 (2018) - [j81]Saurabh Kumar Srivastava, Sandeep Kumar Singh, Jasjit S. Suri:
Healthcare Text Classification System and its Performance Evaluation: A Source of Better Intelligence by Characterizing Healthcare Text. J. Medical Syst. 42(5): 97:1-97:35 (2018) - 2017
- [j80]Tadashi Araki, Pankaj Kumar Jain, Harman S. Suri, Narendra D. Londhe, Nobutaka Ikeda, Ayman El-Baz, Vimal K. Shrivastava, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Ajay Gupta, Jasjit S. Suri:
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. Comput. Biol. Medicine 80: 77-96 (2017) - [j79]Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki, Luca Saba, Petia Radeva, John R. Laird, Jasjit S. Suri:
Well-balanced system for coronary calcium detection and volume measurement in a low resolution intravascular ultrasound videos. Comput. Biol. Medicine 84: 168-181 (2017) - [j78]Joel Chia Ming Than, Luca Saba, Norliza Mohd. Noor, Omar Mohd. Rijal, Rosminah M. Kassim, Ashari Yunus, Harman S. Suri, Michele Porcu, Jasjit S. Suri:
Lung disease stratification using amalgamation of Riesz and Gabor transforms in machine learning framework. Comput. Biol. Medicine 89: 197-211 (2017) - [j77]Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki, Luca Saba, Petia Radeva, John R. Laird, Jasjit S. Suri:
Wall-based measurement features provides an improved IVUS coronary artery risk assessment when fused with plaque texture-based features during machine learning paradigm. Comput. Biol. Medicine 91: 198-212 (2017) - [j76]Luca Saba, Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki, John R. Laird, Ajay Gupta, Andrew Nicolaides, Jasjit S. Suri:
Web-based accurate measurements of carotid lumen diameter and stenosis severity: An ultrasound-based clinical tool for stroke risk assessment during multicenter clinical trials. Comput. Biol. Medicine 91: 306-317 (2017) - [j75]Nobutaka Ikeda, Nilanjan Dey, Aditya Sharma, Ajay Gupta, Soumyo Bose, Suvojit Acharjee, Shoaib Shafique, Elisa Cuadrado Godia, Tadashi Araki, Luca Saba, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
Automated segmental-IMT measurement in thin/thick plaque with bulb presence in carotid ultrasound from multiple scanners: Stroke risk assessment. Comput. Methods Programs Biomed. 141: 73-81 (2017) - [j74]Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri:
A novel and robust Bayesian approach for segmentation of psoriasis lesions and its risk stratification. Comput. Methods Programs Biomed. 150: 9-22 (2017) - [j73]Md. Maniruzzaman, Nishith Kumar, Md. Menhazul Abedin, Md. Shaykhul Islam, Harman S. Suri, Ayman S. El-Baz, Jasjit S. Suri:
Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm. Comput. Methods Programs Biomed. 152: 23-34 (2017) - [j72]Luca Saba, Pankaj Kumar Jain, Harman S. Suri, Nobutaka Ikeda, Tadashi Araki, Bikesh Kumar Singh, Andrew Nicolaides, Shoaib Shafique, Ajay Gupta, John R. Laird, Jasjit S. Suri:
Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm. J. Medical Syst. 41(6): 98:1-98:31 (2017) - [j71]Venkatanareshbabu Kuppili, Mainak Biswas, Aswini Sreekumar, Harman S. Suri, Luca Saba, Damodar Reddy Edla, Rui Tato Marinho, João Miguel Sanches, Jasjit S. Suri:
Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization. J. Medical Syst. 41(10): 152:1-152:20 (2017) - [j70]P. Krishna Kumar, Tadashi Araki, Jeny Rajan, Luca Saba, Francesco Lavra, Nobutaka Ikeda, Aditya M. Sharma, Shoaib Shafique, Andrew Nicolaides, John R. Laird, Ajay Gupta, Jasjit S. Suri:
Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach. Medical Biol. Eng. Comput. 55(8): 1415-1434 (2017) - 2016
- [j69]P. V. Sudeep, Palanisamy Ponnusamy, Jeny Rajan, Hediyeh Baradaran, Luca Saba, Ajay Gupta, Jasjit S. Suri:
Speckle reduction in medical ultrasound images using an unbiased non-local means method. Biomed. Signal Process. Control. 28: 1-8 (2016) - [j68]Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri:
A novel approach to multiclass psoriasis disease risk stratification: Machine learning paradigm. Biomed. Signal Process. Control. 28: 27-40 (2016) - [j67]Luca Saba, Sumit K. Banchhor, Harman S. Suri, Narendra D. Londhe, Tadashi Araki, Nobutaka Ikeda, Klaudija Viskovic, Shoaib Shafique, John R. Laird, Ajay Gupta, Andrew Nicolaides, Jasjit S. Suri:
Accurate cloud-based smart IMT measurement, its validation and stroke risk stratification in carotid ultrasound: A web-based point-of-care tool for multicenter clinical trial. Comput. Biol. Medicine 75: 217-234 (2016) - [j66]Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Narendra D. Londhe, Vimal K. Shrivastava, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens. Comput. Methods Programs Biomed. 124: 161-179 (2016) - [j65]Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri:
Computer-aided diagnosis of psoriasis skin images with HOS, texture and color features: A first comparative study of its kind. Comput. Methods Programs Biomed. 126: 98-109 (2016) - [j64]Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Pankaj Kumar Jain, Narendra D. Londhe, Vimal K. Shrivastava, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology. Comput. Methods Programs Biomed. 128: 137-158 (2016) - [j63]Luca Saba, Nilanjan Dey, Amira S. Ashour, Sourav Samanta, Siddhartha Sankar Nath, Sayan Chakraborty, João M. Sanches, Dinesh Kumar, Rui Tato Marinho, Jasjit S. Suri:
Automated stratification of liver disease in ultrasound: An online accurate feature classification paradigm. Comput. Methods Programs Biomed. 130: 118-134 (2016) - [j62]Sumit K. Banchhor, Tadashi Araki, Narendra D. Londhe, Nobutaka Ikeda, Petia Radeva, Ayman El-Baz, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. Comput. Methods Programs Biomed. 134: 237-258 (2016) - [j61]Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri:
Reliability analysis of psoriasis decision support system in principal component analysis framework. Data Knowl. Eng. 106: 1-17 (2016) - [j60]Tadashi Araki, Sumit K. Banchhor, Narendra D. Londhe, Nobutaka Ikeda, Petia Radeva, Devarshi Shukla, Luca Saba, Antonella Balestrieri, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos. J. Medical Syst. 40(3): 51:1-51:20 (2016) - [j59]Nilanjan Dey, Soumyo Bose, Achintya Das, Sheli Sinha Chaudhuri, Luca Saba, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri:
Effect of Watermarking on Diagnostic Preservation of Atherosclerotic Ultrasound Video in Stroke Telemedicine. J. Medical Syst. 40(4): 91:1-91:14 (2016) - [j58]Luca Saba, Joel Chia Ming Than, Norliza Mohd. Noor, Omar Mohd. Rijal, Rosminah M. Kassim, Ashari Yunus, Chuen Rue Ng, Jasjit S. Suri:
Inter-observer Variability Analysis of Automatic Lung Delineation in Normal and Disease Patients. J. Medical Syst. 40(6): 142:1-142:18 (2016) - [j57]Tadashi Araki, P. Krishna Kumar, Harman S. Suri, Nobutaka Ikeda, Ajay Gupta, Luca Saba, Jeny Rajan, Francesco Lavra, Aditya M. Sharma, Shoaib Shafique, Andrew Nicolaides, John R. Laird, Jasjit S. Suri:
Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches. J. Medical Syst. 40(7): 182:1-182:19 (2016) - [j56]Narendra D. Londhe, Jasjit S. Suri:
Superharmonic Imaging for Medical Ultrasound: a Review. J. Medical Syst. 40(12): 279:1-279:16 (2016) - 2015
- [j55]Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri:
First review on psoriasis severity risk stratification: An engineering perspective. Comput. Biol. Medicine 63: 52-63 (2015) - [j54]Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri:
Exploring the color feature power for psoriasis risk stratification and classification: A data mining paradigm. Comput. Biol. Medicine 65: 54-68 (2015) - [j53]Tadashi Araki, Nobutaka Ikeda, Nilanjan Dey, Sayan Chakraborty, Luca Saba, Dinesh Kumar, Elisa Cuadrado Godia, Xiaoyi Jiang, Ajay Gupta, Petia Radeva, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
A comparative approach of four different image registration techniques for quantitative assessment of coronary artery calcium lesions using intravascular ultrasound. Comput. Methods Programs Biomed. 118(2): 158-172 (2015) - [j52]Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri:
Reliable and accurate psoriasis disease classification in dermatology images using comprehensive feature space in machine learning paradigm. Expert Syst. Appl. 42(15-16): 6184-6195 (2015) - [j51]P. Krishna Kumar, P. Darshan, Sheethal Kumar, Rahul Ravindra, Jeny Rajan, Luca Saba, Jasjit S. Suri:
Magnetic resonance image denoising using nonlocal maximum likelihood paradigm in DCT-framework. Int. J. Imaging Syst. Technol. 25(3): 256-264 (2015) - [j50]Norliza Mohd. Noor, Joel Chia Ming Than, Omar Mohd. Rijal, Rosminah M. Kassim, Ashari Yunus, Amir A. Zeki, Michele Anzidei, Luca Saba, Jasjit S. Suri:
Automatic Lung Segmentation Using Control Feedback System: Morphology and Texture Paradigm. J. Medical Syst. 39(3): 22 (2015) - 2014
- [j49]U. Rajendra Acharya, Oliver Faust, Subbhuraam Vinitha Sree, G. Swapna, Roshan Joy Martis, Nahrizul Adib Kadri, Jasjit S. Suri:
Linear and nonlinear analysis of normal and CAD-affected heart rate signals. Comput. Methods Programs Biomed. 113(1): 55-68 (2014) - [p1]Samanta Rosati, Gabriella Balestra, Filippo Molinari, U. Rajendra Acharya, Jasjit S. Suri:
A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation. Machine Learning in Healthcare Informatics 2014: 309-332 - 2013
- [j48]Roshan Joy Martis, U. Rajendra Acharya, Hari Prasad, Chua Kuang Chua, Choo Min Lim, Jasjit S. Suri:
Application of higher order statistics for atrial arrhythmia classification. Biomed. Signal Process. Control. 8(6): 888-900 (2013) - [j47]Luca Saba, Filippo Molinari, Kristen M. Meiburger, U. Rajendra Acharya, Andrew Nicolaides, Jasjit S. Suri:
Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers. Comput. Biol. Medicine 43(9): 1261-1272 (2013) - [j46]U. Rajendra Acharya, Oliver Faust, Nahrizul Adib Kadri, Jasjit S. Suri, Wenwei Yu:
Automated identification of normal and diabetes heart rate signals using nonlinear measures. Comput. Biol. Medicine 43(10): 1523-1529 (2013) - [j45]U. Rajendra Acharya, Oliver Faust, Subbhuraam Vinitha Sree, Peng Chuan Alvin Ang, Ganapathy Krishnamurthi, José C. R. Seabra, João M. Sanches, Jasjit S. Suri:
Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization. Comput. Methods Programs Biomed. 110(1): 66-75 (2013) - [j44]U. Rajendra Acharya, Subbhuraam Vinitha Sree, M. Muthu Rama Krishnan, Krishnananda Nayak, Shetty Ranjan, Pai Umesh, Jasjit S. Suri:
Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images. Comput. Methods Programs Biomed. 112(3): 624-632 (2013) - [j43]G. Swapna, U. Rajendra Acharya, Subbhuraam Vinitha Sree, Jasjit S. Suri:
Automated detection of diabetes using higher order spectral features extracted from heart rate signals. Intell. Data Anal. 17(2): 309-326 (2013) - [j42]U. Rajendra Acharya, Subbhuraam Vinitha Sree, Luca Saba, Filippo Molinari, Stefano Guerriero, Jasjit S. Suri:
Ovarian Tumor Characterization and Classification Using Ultrasound - A New Online Paradigm. J. Digit. Imaging 26(3): 544-553 (2013) - [j41]Donna Giri, U. Rajendra Acharya, Roshan Joy Martis, Subbhuraam Vinitha Sree, Teik-Cheng Lim, Thajudin Ahamed VI, Jasjit S. Suri:
Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform. Knowl. Based Syst. 37: 274-282 (2013) - [j40]Roshan Joy Martis, U. Rajendra Acharya, Choo Min Lim, Jasjit S. Suri:
Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework. Knowl. Based Syst. 45: 76-82 (2013) - [j39]U. Rajendra Acharya, Subbhuraam Vinitha Sree, G. Swapna, Roshan Joy Martis, Jasjit S. Suri:
Automated EEG analysis of epilepsy: A review. Knowl. Based Syst. 45: 147-165 (2013) - [j38]U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Subbhuraam Vinitha Sree, David M. Afonso, João M. Sanches, Shoaib Shafique, Andrew Nicolaides, Luís Mendes Pedro, José Fernandes e Fernandes, Jasjit S. Suri:
Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment. Medical Biol. Eng. Comput. 51(5): 513-523 (2013) - [j37]U. Rajendra Acharya, M. Muthu Rama Krishnan, Subbhuraam Vinitha Sree, João M. Sanches, Shoaib Shafique, Andrew Nicolaides, Luís Mendes Pedro, Jasjit S. Suri:
Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation. IEEE Trans. Instrum. Meas. 62(2): 392-400 (2013) - [c56]Hari Prasad, Roshan Joy Martis, U. Rajendra Acharya, Lim Choo Min, Jasjit S. Suri:
Application of higher order spectra for accurate delineation of atrial arrhythmia. EMBC 2013: 57-60 - [c55]Filippo Molinari, Vipin Gupta, Poornima Prabhakaran, Kristen M. Meiburger, Luca Saba, U. Rajendra Acharya, Giuseppe Ledda, K. V. Radha Krishna, Gagandeep Kaur Walia, Sanjay Kinra, Andrew Nicolaides, Shah Ebrahim, Jasjit S. Suri:
Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India. EMBC 2013: 3343-3346 - 2012
- [j36]U. Rajendra Acharya, Filippo Molinari, Subbhuraam Vinitha Sree, Subhagata Chattopadhyay, Kwan Hoong Ng, Jasjit S. Suri:
Automated diagnosis of epileptic EEG using entropies. Biomed. Signal Process. Control. 7(4): 401-408 (2012) - [j35]U. Rajendra Acharya, Oliver Faust, Subbhuraam Vinitha Sree, Filippo Molinari, Jasjit S. Suri:
ThyroScreen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform. Comput. Methods Programs Biomed. 107(2): 233-241 (2012) - [j34]Filippo Molinari, Kristen M. Meiburger, Luca Saba, U. Rajendra Acharya, Giuseppe Ledda, Guang Zeng, Sin Yee Stella Ho, Anil T. Ahuja, Suzanne C. Ho, Andrew Nicolaides, Jasjit S. Suri:
Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods. Comput. Methods Programs Biomed. 108(3): 946-960 (2012) - [j33]U. Rajendra Acharya, Subbhuraam Vinitha Sree, Peng Chuan Alvin Ang, Jasjit S. Suri:
Use of principal component analysis for automatic classification of epileptic EEG activities in wavelet framework. Expert Syst. Appl. 39(10): 9072-9078 (2012) - [j32]U. Rajendra Acharya, Subbhuraam Vinitha Sree, Peng Chuan Alvin Ang, Ratna Yanti, Jasjit S. Suri:
Application of Non-Linear and Wavelet Based Features for the Automated Identification of Epileptic EEG signals. Int. J. Neural Syst. 22(2) (2012) - [j31]U. Rajendra Acharya, Subbhuraam Vinitha Sree, Subhagata Chattopadhyay, Jasjit S. Suri:
Automated Diagnosis of Normal and Alcoholic EEG signals. Int. J. Neural Syst. 22(3) (2012) - [j30]Oliver Faust, U. Rajendra Acharya, E. Y. K. Ng, Kwan Hoong Ng, Jasjit S. Suri:
Algorithms for the Automated Detection of Diabetic Retinopathy Using Digital Fundus Images: A Review. J. Medical Syst. 36(1): 145-157 (2012) - [j29]U. Rajendra Acharya, Oliver Faust, Peng Chuan Alvin Ang, Subbhuraam Vinitha Sree, Filippo Molinari, Luca Saba, Andrew Nicolaides, Jasjit S. Suri:
Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound. J. Medical Syst. 36(3): 1861-1871 (2012) - [j28]U. Rajendra Acharya, Jasper Tong, Subbhuraam Vinitha Sree, Chua Kuang Chua, Peck Ha Tan, Dhanjoo N. Ghista, Subhagata Chattopadhyay, Kwan Hoong Ng, Jasjit S. Suri:
Computer-Based Identification of Type 2 Diabetic Subjects with and Without Neuropathy Using Dynamic Planter Pressure and Principal Component Analysis. J. Medical Syst. 36(4): 2483-2491 (2012) - [j27]Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Choo Min Lim, Andrea Petznick, Jasjit S. Suri:
Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features. Knowl. Based Syst. 33: 73-82 (2012) - [j26]U. Rajendra Acharya, Oliver Faust, Subbhuraam Vinitha Sree, Filippo Molinari, Luca Saba, Andrew Nicolaides, Jasjit S. Suri:
An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans. IEEE Trans. Instrum. Meas. 61(4): 1045-1053 (2012) - [j25]Filippo Molinari, Ganapathy Krishnamurthi, U. Rajendra Acharya, Subbhuraam Vinitha Sree, Guang Zeng, Luca Saba, Andrew Nicolaides, Jasjit S. Suri:
Hypothesis Validation of Far-Wall Brightness in Carotid-Artery Ultrasound for Feature-Based IMT Measurement Using a Combination of Level-Set Segmentation and Registration. IEEE Trans. Instrum. Meas. 61(4): 1054-1063 (2012) - [j24]Filippo Molinari, Constantinos S. Pattichis, Guang Zeng, Luca Saba, U. Rajendra Acharya, Roberto Sanfilippo, Andrew Nicolaides, Jasjit S. Suri:
Completely Automated Multiresolution Edge Snapper - A New Technique for an Accurate Carotid Ultrasound IMT Measurement: Clinical Validation and Benchmarking on a Multi-Institutional Database. IEEE Trans. Image Process. 21(3): 1211-1222 (2012) - [j23]Amin Katouzian, Elsa D. Angelini, Stephane G. Carlier, Jasjit S. Suri, Nassir Navab, Andrew F. Laine:
A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images. IEEE Trans. Inf. Technol. Biomed. 16(5): 823-834 (2012) - [c54]U. Rajendra Acharya, Vinitha Sree S, Muthu Rama Krishnan Mookiah, Luca Saba, Filippo Molinari, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri:
Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems. EMBC 2012: 448-451 - [c53]U. Rajendra Acharya, Vinitha Sree S, Filippo Molinari, Roberto Garberoglio, Agnieszka Witkowska, Jasjit S. Suri:
Automated benign & malignant thyroid lesion characterization and classification in 3D contrast-enhanced ultrasound. EMBC 2012: 452-455 - [c52]Filippo Molinari, Kristen M. Meiburger, Luca Saba, Guang Zeng, U. Rajendra Acharya, Mario Piga, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri:
Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation. EMBC 2012: 484-487 - [c51]David Afonso, José C. R. Seabra, Jasjit S. Suri, J. Miguel Sanches:
A CAD system for atherosclerotic plaque assessment. EMBC 2012: 1008-1011 - [c50]Filippo Molinari, Kristen M. Meiburger, Luca Saba, Giuseppe Ledda, Michele Anzidei, U. Rajendra Acharya, Guang Zeng, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri:
Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population. EMBC 2012: 2668-2671 - [c49]U. Rajendra Acharya, Vinitha Sree S, Filippo Molinari, Luca Saba, Andrew Nicolaides, Shoaib Shafique, Jasjit S. Suri:
Carotid ultrasound symptomatology using atherosclerotic plaque characterization: A class of Atheromatic systems. EMBC 2012: 3199-3202 - [c48]U. Rajendra Acharya, Vinitha Sree S, Luca Saba, Filippo Molinari, Stefano Guerriero, Jasjit S. Suri:
Ovarian tumor characterization and classification: A class of GyneScan™ systems. EMBC 2012: 4446-4449 - 2011
- [j22]U. Rajendra Acharya, Subbhuraam Vinitha Sree, Jasjit S. Suri:
Automatic Detection of Epileptic EEG Signals Using Higher Order cumulant Features. Int. J. Neural Syst. 21(5): 403-414 (2011) - [j21]Filippo Molinari, Kristen M. Meiburger, Guang Zeng, Andrew Nicolaides, Jasjit S. Suri:
CAUDLES-EF: Carotid Automated Ultrasound Double Line Extraction System Using Edge Flow. J. Digit. Imaging 24(6): 1059-1077 (2011) - [j20]E. Y. K. Ng, U. Rajendra Acharya, Jasjit S. Suri:
Topic of Special Issue: Distributed Diagnosis and Home Healthcare. J. Medical Syst. 35(5): 825-827 (2011) - [j19]Filippo Molinari, Guang Zeng, Jasjit S. Suri:
Inter-Greedy Technique for Fusion of Different Segmentation Strategies Leading to High-Performance Carotid IMT Measurement in Ultrasound Images. J. Medical Syst. 35(5): 905-919 (2011) - [j18]Oliver Faust, Ravindra Shetty, Subbhuraam Vinitha Sree, Sripathi Acharya, U. Rajendra Acharya, E. Y. K. Ng, Chua Kok Poo, Jasjit S. Suri:
Towards the Systematic Development of Medical Networking Technology. J. Medical Syst. 35(6): 1431-1445 (2011) - [j17]Filippo Molinari, U. Rajendra Acharya, Guang Zeng, Kristen M. Meiburger, Jasjit S. Suri:
Completely automated robust edge snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images. Medical Biol. Eng. Comput. 49(8): 935-945 (2011) - [c47]Kristen M. Meiburger, Filippo Molinari, Guang Zeng, Luca Saba, Jasjit S. Suri:
Carotid automated ultrasound double line extraction system (CADLES) via Edge-Flow. EMBC 2011: 575-578 - [c46]U. Rajendra Acharya, Oliver Faust, Subbhuraam Vinitha Sree, Peng Chuan Alvin Ang, Ganapathy Krishnamurthi, José C. R. Seabra, João M. Sanches, Jasjit S. Suri:
Atheromatic™: Symptomatic vs. asymptomatic classification of carotid ultrasound plaque using a combination of HOS, DWT & texture. EMBC 2011: 4489-4492 - [c45]Ricardo Ribeiro, Rui Tato Marinho, José Velosa, Fernando Ramalho, J. Miguel Sanches, Jasjit S. Suri:
The usefulness of ultrasound in the classification of chronic liver disease. EMBC 2011: 5132-5135 - [c44]Filippo Molinari, Kristen M. Meiburger, U. Rajendra Acharya, Guang Zeng, Paulo Sergio Rodrigues, Luca Saba, Andrew Nicolaides, Jasjit S. Suri:
CARES 3.0: A two stage system combining feature-based recognition and edge-based segmentation for CIMT measurement on a multi-institutional ultrasound database of 300 images. EMBC 2011: 5149-5152 - [c43]Filippo Molinari, Kristen M. Meiburger, Jasjit S. Suri:
Automated high-performance cIMT measurement techniques using patented AtheroEdge™: A screening and home monitoring system. EMBC 2011: 6651-6654 - [c42]Filippo Molinari, U. Rajendra Acharya, Guang Zeng, Jasjit S. Suri:
CARES: Completely Automated Robust Edge Snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images: a two stage system combining an intensity-based feature approach with first order absolute moments. Image Processing 2011: 79621O - [c41]Filippo Molinari, Christos P. Loizou, Guang Zeng, Constantinos S. Pattichis, Marios Pantziaris, William Liboni, Andrew Nicolaides, Jasjit S. Suri:
Completely automated multiresolution edge snapper (CAMES): a new technique for an accurate carotid ultrasound IMT measurement and its validation on a multi-institutional database. Image Processing 2011: 79623T - 2010
- [j16]Filippo Molinari, Guang Zeng, Jasjit S. Suri:
A state of the art review on intima-media thickness (IMT) measurement and wall segmentation techniques for carotid ultrasound. Comput. Methods Programs Biomed. 100(3): 201-221 (2010) - [c40]Filippo Molinari, Guang Zeng, Jasjit S. Suri:
Automatic recognition and validation of the common carotid artery wall segmentation in 100 longitudinal ultrasound images: an integrated approach using feature selection, fitting and classification. Image Processing 2010: 76233W
2000 – 2009
- 2009
- [c39]Ramkrishnan Narayanan, John Kurhanewicz, Katsuto Shinohara, E. David Crawford, Anne Simoneau, Jasjit S. Suri:
MRI-Ultrasound Registration for Targeted Prostate Biopsy. ISBI 2009: 991-994 - 2008
- [j15]U. Rajendra Acharya, Wong Li Yun, E. Y. K. Ng, Wenwei Yu, Jasjit S. Suri:
Imaging Systems of Human Eye: A Review. J. Medical Syst. 32(4): 301-315 (2008) - [j14]Sheng-Fang Huang, Ruey-Feng Chang, Woo Kyung Moon, Yu-Hau Lee, Dar-Ren Chen, Jasjit S. Suri:
Analysis of Tumor Vascularity Using Three-Dimensional Power Doppler Ultrasound Images. IEEE Trans. Medical Imaging 27(3): 320-330 (2008) - [c38]Lu Li, Ramkrishnan Narayanan, Steve Miller, Feimo Shen, Albaha Barqawi, E. David Crawford, Jasjit S. Suri:
Completely automated estimation of prostate volume for 3-D side-fire transrectal ultrasound using shape prior approach. Image Processing: Algorithms and Systems 2008: 68120 - [c37]Liyang Wei, Dinggang Shen, Dinesh K. Kumar, Ram Turlapati, Jasjit S. Suri:
Effect of hierarchical deformable motion compensation on image enhancement for DSA acquired via C-ARM. Image Processing: Algorithms and Systems 2008: 68120 - [c36]Yujun Guo, Lu Li, Ramakrishnan Narayanan, Dinesh K. Kumar, Albaha Barqawi, E. David Crawford, Jasjit S. Suri:
Effect of 3D automated prostate segmentation for ultrasound image guided repeat biopsy application. Image Processing: Algorithms and Systems 2008: 68121 - [c35]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
Application of statistical cancer atlas for 3D biopsy. Image Processing: Algorithms and Systems 2008: 681216 - [c34]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
Application and validation of registration framework for real-time atlas guided biopsy. ISBI 2008: 1175-1178 - [c33]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
3-D statistical cancer atlas-based targeting of prostate biopsy using ultrasound image guidance. Image Processing 2008: 69142X - [c32]Liyang Wei, Ramkrishnan Narayanan, Dinesh K. Kumar, Aaron Fenster, Albaha Barqawi, Priya N. Werahera, E. David Crawford, Jasjit S. Suri:
Bidirectional segmentation of prostate capsule from ultrasound volumes: an improved strategy. Image Processing 2008: 69143W - [c31]Liyang Wei, Dinesh K. Kumar, Animesh Khemka, Ram Turlapati, Jasjit S. Suri:
Clinical validation and performance evaluation of enhancement methods acquired from interventional C-ARM x-ray. Image Processing 2008: 691426 - 2007
- [j13]Silvia Delsanto, Filippo Molinari, Pierangela Giustetto, William Liboni, Sergio Badalamenti, Jasjit S. Suri:
Characterization of a Completely User-Independent Algorithm for Carotid Artery Segmentation in 2-D Ultrasound Images. IEEE Trans. Instrum. Meas. 56(4): 1265-1274 (2007) - [c30]M. S. Dnesh Kumar, Dinggang Shen, Liyang Wei, Ram Turlapthi, Jasjit S. Suri:
Motion Correction Strategies for Interventional Angiography Images: A Comparative Approach. ICIP (1) 2007: 497-500 - 2006
- [j12]Yujun Guo, Radhika Sivaramakrishna, Cheng-Chang Lu, Jasjit S. Suri, Swamy Laxminarayan:
Breast image registration techniques: a survey. Medical Biol. Eng. Comput. 44(1-2): 15-26 (2006) - [j11]U. Rajendra Acharya, Paul K. Joseph, N. Kannathal, Choo Min Lim, Jasjit S. Suri:
Heart rate variability: a review. Medical Biol. Eng. Comput. 44(12): 1031-1051 (2006) - [j10]Yajie Sun, Jasjit S. Suri, J. E. Leo Desautels, Rangaraj M. Rangayyan:
A new approach for breast skin-line estimation in mammograms. Pattern Anal. Appl. 9(1): 34-47 (2006) - [c29]Dee H. Wu, Yujun Guo, Cheng-Chang Lu, Jasjit S. Suri:
Improvement to functional Magnetic Resonance Imaging (fMRI) Methods using Non-rigid Body Image Registration Methods for Correction in the Presence of Susceptibility Artifact Effects. EMBC 2006: 1018-1020 - [c28]Paulo Sergio Rodrigues, Gilson A. Giraldi, Marcia Provenzano, Marcelo Daniel Brito Faria, Ruey-Feng Chang, Jasjit S. Suri:
A New Methodology Based on q-Entropy for Breast Lesion Classification in 3-D Ultrasound Images. EMBC 2006: 1048-1051 - [c27]Fuxing Yang, Jasjit S. Suri, Aaron Fenster:
Segmentation of Prostate from 3-D Ultrasound Volumes Using Shape and Intensity Priors in Level Set Framework. EMBC 2006: 2341-2344 - [c26]Silvia Delsanto, Filippo Molinari, William Liboni, Pierangela Giustetto, Sergio Badalamenti, Jasjit S. Suri:
User-independent Plaque Characterization and Accurate IMT Measurement of Carotid Artery Wall using Ultrasound. EMBC 2006: 2404-2407 - [c25]Ruey-Feng Chang, Kuang-Che Chang-Chien, Etsuo Takada, Jasjit S. Suri, Woo Kyung Moon, Jeffery H. K. Wu, Nariya Cho, Yi-Fa Wang, Dar-Ren Chen:
Breast Density Analysis in 3-D Whole Breast Ultrasound Images. EMBC 2006: 2795-2798 - [c24]Gilson A. Giraldi, Paulo Sergio Rodrigues, Jasjit S. Suri:
Implicit Dual Snakes for Medical Imaging. EMBC 2006: 3025-3028 - [c23]Ruey-Feng Chang, Kuang-Che Chang-Chien, Etsuo Takada, Jasjit S. Suri, Woo Kyung Moon, Jeffery H. K. Wu, Nariya Cho, Yi-Fa Wang, Dar-Ren Chen:
Three Comparative Approaches for Breast Density Estimation in Digital and Screen Film Mammograms. EMBC 2006: 4853-4856 - [c22]U. Rajendra Acharya, N. Kannathal, E. Y. K. Ng, Lim Choo Min, Jasjit S. Suri:
Computer-Based Classification of Eye Diseases. EMBC 2006: 6121-6124 - [c21]Dee H. Wu, Jasjit S. Suri, Vincent Magnotta, Tomasz Przebinda, Victor E. DeBrunner:
Improved method for correction of systematic bias introduced by the sub-voxel image registration process in functional magnetic resonance imaging (fMRI). Image Processing 2006: 61440U - [c20]Paulo Sergio Rodrigues, Ruey-Feng Chang, Jasjit S. Suri:
Non-Extensive Entropy for CAD Systems of Breast Cancer Images. SIBGRAPI 2006: 121-128 - 2005
- [c19]Yajie Sun, Jasjit S. Suri, Rangaraj M. Rangayyan:
A Novel Approach for Breast Skin-Line Estimation in Mammograms. CBMS 2005: 241-246 - [c18]Yajie Sun, Jasjit S. Suri, Rangaraj M. Rangayyan, Roman Janer:
Relationship Between the Stroma Edge and Skin-Air Boundary for Generating a Dependency Approach to Skin-Line Estimation in Screening Mammograms. ICAPR (2) 2005: 746-753 - [c17]Zhen Ye, Jasjit S. Suri, Yajie Sun, Roman Janer:
Four image interpolation techniques for ultrasound breast phantom data acquired using Fischer's full field digital mammography and ultrasound system (FFDMUS): a comparative approach. ICIP (2) 2005: 1238-1241 - [c16]Jasjit S. Suri, Yujun Guo, Tim Danielson, Roman Janer:
Effect of PDE-based noise removal on GVF-based deformation model on lesion detection in breast phantom x-ray images from Fischer's fused FFDM and ultrasound (FFDMUS) imaging system. Image Processing 2005 - 2004
- [c15]Jasjit S. Suri, Vasanth Pappu, Olivier Salvado, Baowei Fei, Shaoxiong Zhang, Jonathan S. Lewin, Jeffrey L. Duerk, David L. Wilson:
Rotational Effect on ROI's for Accurate Lumen Quantification in Bifurcated MR Plaque Volumes. CBMS 2004: 414- - [c14]Olivier Salvado, David L. Wilson, Jasjit S. Suri, Claudia Hillenbrand, Shaoxiong Zhang:
MR Signal Inhomogeneity Correction for Visual And Computerized Atherosclerosis Lesion Assessment. ISBI 2004: 1143-1146 - [c13]Olivier Salvado, Claudia Hillenbrand, Jasjit S. Suri, David L. Wilson:
MR coil sensitivity inhomogeneity correction for plaque characterization in carotid arteries. Image Processing 2004 - 2002
- [j9]Jasjit S. Suri, Sameer Singh, Laura Reden:
Computer Vision and Pattern Recognition Techniques for 2-D and 3-D MR Cerebral Cortical Segmentation (Part I): A State-of-the-Art Review. Pattern Anal. Appl. 5(1): 46-76 (2002) - [j8]Jasjit S. Suri, Sameer Singh, Laura Reden:
Fusion of Region and Boundary/Surface-Based Computer Vision and Pattern Recognition Techniques for 2-D and 3-D MR Cerebral Cortical Segmentation (Part-II): A State-of-the-Art Review. Pattern Anal. Appl. 5(1): 77-98 (2002) - [j7]Jasjit S. Suri, Kecheng Liu, Sameer Singh, Swamy Laxminarayan, Xiaolan Zeng, Laura Reden:
Shape recovery algorithms using level sets in 2-D/3-D medical imagery: a state-of-the-art review. IEEE Trans. Inf. Technol. Biomed. 6(1): 8-28 (2002) - [j6]Jasjit S. Suri, Kecheng Liu, Laura Reden, Swamy Laxminarayan:
White and black blood volumetric angiographic filtering: ellipsoidal scale-space approach. IEEE Trans. Inf. Technol. Biomed. 6(2): 142-158 (2002) - [j5]Jasjit S. Suri, Kecheng Liu, Laura Reden, Swamy Laxminarayan:
A review on MR vascular image processing algorithms: acquisition and prefiltering: part I. IEEE Trans. Inf. Technol. Biomed. 6(4): 324-337 (2002) - [j4]Jasjit S. Suri, Kecheng Liu, Laura Reden, Swamy Laxminarayan:
A review on MR vascular image processing: skeleton versus nonskeleton approaches: part II. IEEE Trans. Inf. Technol. Biomed. 6(4): 338-350 (2002) - [c12]Jasjit S. Suri, Dee Wu, Jianbo Gao, Sameer Singh, Swamy Laxminarayan:
A Comparison of State-of-the-Art Diffusion Imaging Techniques for Smoothing Medical/Non-Medical Image Data. ICPR (1) 2002: 508- - [c11]Jasjit S. Suri, Kecheng Liu, Sameer Singh, Swamy Laxminarayan:
Automatic Local Effect of Window/Level on 3-D Scale-Space Ellipsoidal Filtering on Run-Off-Arteries from White Blood Magnetic Resonanc Angiography. ICPR (3) 2002: 899-902 - 2001
- [j3]Jasjit S. Suri, Dee Wu, Laura Reden, Jianbo Gao, Sameer Singh, Swamy Laxminarayan:
Modeling Segmentation Via Geometric Deformable Regularizers, PDE and Level Sets in Still and Motion Imagery: A Revisit. Int. J. Image Graph. 1(4): 681-734 (2001) - [c10]Jasjit S. Suri, Lou Antloga, Laura Reden:
MR Breast Perfusion Analysis System (BPAS). CBMS 2001: 85-90 - [c9]Jasjit S. Suri, Kecheng Liu:
Level Set Regularizers for Shape Recovery in Medical Images. CBMS 2001: 369-374 - [c8]Jasjit S. Suri:
White Matter/Gray Matter Boundary Segmentation Using Geometric Snakes: A Fuzzy Deformable Model. ICAPR 2001: 331-338 - [c7]Jasjit S. Suri, Lou Antloga, Laura Reden, Dee Wu:
Breast lesion characterization using gad-enhanced MR. SIP 2001: 274-279 - [c6]Jasjit S. Suri, Jianbo Gao:
Bi-directional regional forces for level set propagation: An application to static and motion imagery. SIP 2001: 286-291 - 2000
- [j2]Jasjit S. Suri, Robert M. Haralick, Florence H. Sheehan:
Greedy Algorithm for Error Correction in Automatically Produced Boundaries from Low Contrast Ventriculograms. Pattern Anal. Appl. 3(1): 39-60 (2000) - [j1]Jasjit S. Suri:
Computer Vision, Pattern Recognition and Image Processing in Left Ventricle Segmentation: The Last 50 Years. Pattern Anal. Appl. 3(3): 209-242 (2000)
1990 – 1999
- 1999
- [c5]Jasjit S. Suri, Robert M. Haralick, Florence H. Sheehan:
Linear vs. Quadratic Optimization Algorithms for Bias Correction of Left Ventricle Chamber Boundaries in Low Contrast Projection Ventriculograms Produced from Xray Cardiac Catheterization Procedure. CAIP 1999: 108-117 - 1998
- [c4]Robert M. Haralick, Jasjit S. Suri, Florence H. Sheehan:
Automated ventriculargram boundary delineation. Bildverarbeitung für die Medizin 1998 - [c3]Jasjit S. Suri, Robert M. Haralick, Florence H. Sheehan:
Automatic quadratic calibration for correction of pixel classification boundaries to an accuracy of 2.5 millimeters: an application in cardiac imaging. ICPR 1998: 30-33 - 1997
- [c2]Jasjit S. Suri, Robert M. Haralick, Florence H. Sheehan:
Left Ventricle Longitudinal Axis Fitting and its Apex Estimation using a Robust Algorithm and its Performance: A Parametric Apex Model. ICIP (3) 1997: 118-121 - 1996
- [c1]Jasjit S. Suri, Robert M. Haralick, Florence H. Sheehan:
Correction of systematic errors in automatically produced boundaries from low-contrast ventriculograms. ICPR 1996: 361-365
Coauthor Index
[j133] [j132] [j131] [j130] [j129] [j128] [j127] [j125] [j123] [j122] [j121] [j120] [j119] [j117] [j116] [j114] [j113] [j112] [j111] [j110] [j109] [j108] [j107] [j106] [j105] [j104] [j103] [j102] [j101] [j100] [j99] [j97] [j95] [j94] [j90] [j89] [j88] [j87] [j86] [j85] [j83] [j80] [j79] [j78] [j77] [j76] [j75] [j72] [j71] [j70] [j69] [j67] [j66] [j64] [j63] [j62] [j60] [j59] [j58] [j57] [j53] [j51] [j50] [j47] [j42] [c55] [j34] [j29] [j26] [j25] [j24] [c54] [c52] [c50] [c49] [c48] [c47] [c44]
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