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ORCIDBHI 2018: Las Vegas, NV, USA
- 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, BHI 2018, Las Vegas, NV, USA, March 4-7, 2018. IEEE 2018, ISBN 978-1-5386-2405-0
- Omid Dehzangi, Muhamed Farooq:
SSVEP recognition using discriminative score fusion and transformation for portable brain computer interface. 1-4 - Reena Patil, Ege Iseri, Stavros Zanos
, Eberhard E. Fetz, Yusuf Ozturk:
Phase-based cortico-cortical connectivity mapping in motor cortex of nonhuman primate. 5-8 - Alia Lemkaddem, Ricard Delgado-Gonzalo, Engin Türetken, Stephan Dasen, Virginie Moser, C. Gressum, Josep Solà, Damien Ferrario, Christophe Verjus:
Multi-modal driver drowsiness detection: A feasibility study. 9-12 - Hee-Tae Jung, Joonwoo Park, Jugyeong Jeong, Taekyeong Ryu, Yangsoo Kim, Sunghoon Ivan Lee:
A wearable monitoring system for at-home stroke rehabilitation exercises: A preliminary study. 13-16 - Anis Davoudi, Duane B. Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C. Brakenridge, Todd M. Manini, Parisa Rashidi:
Activity and circadian rhythm of sepsis patients in the Intensive Care Unit. 17-20 - Eman A. Hassan, Mohamed S. Elbially, Ahmed A. Morsy:
Monitoring and evaluation of ingestive activities. 21-24 - Hayato Uesawa, Tomoya Takehara, Akinori Ueno:
Non-contact measurements of diaphragm electromyogram, electrocardiogram and respiratory variations with sheet-type fabric electrodes for neonatal monitoring. 25-28 - D. K. Arvind, C. A. Bates, D. J. Fischer, Janek Mann:
Spatially-resolved estimation of personal dosage of airborne particulates for ambulatory subjects using wearable sensors. 29-32 - Md Juber Rahman, Ruhi Mahajan, Bashir I. Morshed:
Severity classification of obstructive sleep apnea using only heart rate variability measures with an ensemble classifier. 33-36 - Trong-Nguyen Nguyen, Huu-Hung Huynh, Jean Meunier:
Assessment of gait normality using a depth camera and mirrors. 37-41 - Shane Transue, Sayed Mohsin Reza, Ann C. Halbower, Min-Hyung Choi:
Behavioral analysis of turbulent exhale flows. 42-45 - Eleftherios E. Kontopodis, Georgios C. Manikis, Katerina Nikiforaki, Maria Venianaki, Kostas Marias, Thomas G. Maris, Apostolos Karantanas, Efrosini Papadaki:
Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study. 46-49 - Hong-Bo Xie, Tianruo Guo:
Fuzzy entropy spectrum analysis for biomedical signals de-noising. 50-53 - Ricard Delgado-Gonzalo, Philippe Renevey, Adrian Tarniceriu, Jakub Parák, Mattia Bertschi:
Learning a physical activity classifier for a low-power embedded wrist-located device. 54-57 - Yue Zhou, Mary E. Jenkins, Michael D. Naish, Ana Luisa Trejos:
Impact of suppressed tremor: Is suppression of proximal joints sufficient? 58-61 - Natasa Reljin, Hugo F. Posada-Quintero, Yeon-Sik Noh, Caitlin Eaton Robb, Tanya Dimitrov, Laura Murphy, Jarno Riistama, Ki H. Chon:
Preliminary results on transthoracic bioimpedance measurements with a variety of electrode materials. 62-65 - Ameneh Boroomand, George Shaker, Plinio P. Morita, Alexander Wong, Jennifer Boger:
Autonomous gait speed estimation using 24GHz FMCW radar technology. 66-69 - Takashi Watanabe, Tasuku Miyazawa, Jun Shibasaki:
A study on IMU-based stride length estimation for motor disabled subjects: A comparison under different calculation methods of rotation matrix. 70-73 - Ahmad Al Kawam, Aniruddha Datta:
Fast and efficient genotype encoding using sparse 2D bitmaps for database-driven genomics applications. 74-78 - Syed Khairul Bashar, Dong Han, Apurv Soni, David D. McManus, Ki H. Chon:
Developing a novel noise artifact detection algorithm for smartphone PPG signals: Preliminary results. 79-82 - Valeria De Luca, Amir Muaremi, Oonagh M. Giggins, Lorcan Walsh, Ieuan Clay:
Towards fully instrumented and automated assessment of motor function tests. 83-87 - D. K. Arvind, C. A. Bates, D. J. Fischer, Janek Mann:
A sensor data collection environment for clinical trials investigating health effects of airborne pollution. 88-91 - Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Georgios Rigas, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis:
Unsupervised detection of epileptic seizures from EEG signals: A channel-specific analysis of long-term recordings. 92-95 - Vasileios C. Pezoulas, Alkinoos Athanasiou, Guido Nolte, Michalis E. Zervakis, Antonio Fratini, Dimitrios I. Fotiadis, Manousos A. Klados:
FCLAB: An EEGLAB module for performing functional connectivity analysis on single-subject EEG data. 96-99 - Isaac A. Corley, Yufei Huang:
Deep EEG super-resolution: Upsampling EEG spatial resolution with Generative Adversarial Networks. 100-103 - Md Musaddaqul Hasib, Tapsya Nayak, Yufei Huang:
A hierarchical LSTM model with attention for modeling EEG non-stationarity for human decision prediction. 104-107 - Jerry Ajay, Chen Song, Aosen Wang, Jeanne Langan, Zhinan Li, Wenyao Xu:
A pervasive and sensor-free Deep Learning system for Parkinsonian gait analysis. 108-111 - Tuan D. Pham:
Pattern analysis and classification of blood oxygen saturation signals with nonlinear dynamics features. 112-115 - Ruhi Mahajan, Rishikesan Kamaleswaran, Oguz Akbilgic:
A hybrid feature extraction method to detect Atrial Fibrillation from single lead ECG recording. 116-119 - Bing Yao, Rui Zhu, Hui Yang:
Inverse ECG modeling with spatiotemporal regularization for the characterization of myocardial infarctions. 120-123 - Jinlong Ji, Xuhui Chen, Changqing Luo, Pan Li:
A deep multi-task learning approach for ECG data analysis. 124-127 - Rui Zhang, Oliver Amft:
Free-living eating event spotting using EMG-monitoring eyeglasses. 128-132 - Adrian Tarniceriu, Jarkko Harju, Antti Vehkaoja, Jakub Parák, Ricard Delgado-Gonzalo, Philippe Renevey, Arvi M. Yli-Hankala, Ilkka Korhonen:
Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery. 133-136 - Miaolin Fan, Chun-An Chou:
Recognizing affective state patterns using regularized learning with nonlinear dynamical features of EEG. 137-140 - Seung-chul Shin, Sangyeop Lee, Taeho Lee, Kyoungwoo Lee, Yong Seung Lee, Hong-Goo Kang:
Two electrode based healthcare device for continuously monitoring ECG and BIA signals. 141-144 - Ahmet Ozan Bicen, Omer T. Inan:
A signal quality index for ballistocardiogram recordings based on electrocardiogram RR intervals and matched filtering. 145-148 - Hui Huang, Shiyan Hu, Ye Sun:
Energy-efficient ECG compression in wearable body sensor network by leveraging empirical mode decomposition. 149-152 - Yannick Benezeth, Peixi Li, Richard Macwan, Keisuke Nakamura, Randy Gomez, Fan Yang:
Remote heart rate variability for emotional state monitoring. 153-156 - Wenxin Tong, Chen Kan, Hui Yang:
Sensitivity analysis of wearable textiles for ECG sensing. 157-160 - Jiaming Chen, Abolfazl Razi:
A predictive framework for ECG signal processing using controlled nonlinear transformation. 161-165 - Fernando Quivira, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus:
Translating sEMG signals to continuous hand poses using recurrent neural networks. 166-169 - Ridwan Alam, Martha S. Anderson, Azziza Bankole, John C. Lach:
Inferring physical agitation in dementia using smartwatch and sequential behavior models. 170-173 - Bin Ye, Ioannis Basdekis, Michail Smyrlis, George Spanoudakis, Konstantina Koloutsou:
A big data repository and architecture for managing hearing loss related data. 174-177 - Huiquan Wang, S. Nizam Ahmed, Mrinal Mandal:
Efficient detection of mesial temporal sclerosis using hippocampus and CSF features in MRI images. 178-181 - Yonggun Lee, Yufei Huang:
Generating target/non-target images of an RSVP experiment from brain signals in by conditional generative adversarial network. 182-185 - Tingting Zhu, Glen Wright Colopy, Chris W. Pugh, David A. Clifton:
Identifying patient-specific trajectories in haemodialysis using Bayesian Hierarchical Gaussian Processes. 186-189 - Andrei Ardelean, Amir Zjajo, Sumeet S. Kumar, Rene van Leuken:
Energy-efficient multipath ring network for heterogeneous clustered neuronal arrays. 190-193 - Kyriaki Hatziagapiou, Maria Braoudaki, Kostas Bethanis, Konstantina Yannakopoulou, Athanasios Anastasiou, Georgia D. Koutsouri, Dimitrios D. Koutsouris, George I. Lambrou:
Computational analysis of Gefitinib and methylated-hydroxypropylated cyclodextrin inclusion complexes for the treatment of childhood malignancies. 194-197 - Asem Alaa, Ahmed A. Metwally:
Cloud-based solution for improving usability and interactivity of metagenomic ensemble taxonomic classification methods. 198-201 - Angel G. Cadena-Hernandez, Alejandro I. Trejo-Castro, José M. Celaya-Padilla, José G. Tamez-Peña, Antonio Martínez-Torteya:
Longitudinal gender-specific differences in the conversion from mild cognitive impairment to Alzheimer's disease. 202-205 - Ye Yuan, Guangxu Xun, Fenglong Ma, Qiuling Suo, Hongfei Xue, Kebin Jia, Aidong Zhang:
A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learning. 206-209 - Hedayat Abrishami, Matthew Campbell, Chia Y. Han, Richard Czosek, Xuefu Zhou:
P-QRS-T localization in ECG using deep learning. 210-213 - Hanbin Zhang, Aosen Wang, Dongmei Li, Wenyao Xu:
DeepVoice: A voiceprint-based mobile health framework for Parkinson's disease identification. 214-217 - Mohammed M. Alawad, Hong-Jun Yoon, Georgia D. Tourassi:
Coarse-to-fine multi-task training of convolutional neural networks for automated information extraction from cancer pathology reports. 218-221 - Bing Leung Patrick Cheung, Deborah Dahl:
Deep learning from electronic medical records using attention-based cross-modal convolutional neural networks. 222-225 - M. A. H. Zahid, Joon Lee:
Mortality prediction with self normalizing neural networks in intensive care unit patients. 226-229 - Eduardo Castro, Jaime S. Cardoso, José Costa Pereira:
Elastic deformations for data augmentation in breast cancer mass detection. 230-234 - Stephanos Leandrou, Ioannis Mamais, Styliani Petroudi, Panayiotis A. Kyriacou, Constantino Carlos Reyes-Aldasoro, Constantinos S. Pattichis:
Hippocampal and entorhinal cortex volume changes in Alzheimer's disease patients and mild cognitive impairment subjects. 235-238 - Breawn Schoun, Shane Transue, Ann C. Halbower, Min-Hyung Choi:
Non-contact comprehensive breathing analysis using thermal thin medium. 239-242 - Nelson Martins, Malik Saad Sultan, Diana Veiga, Manuel Ferreira, Miguel T. Coimbra:
Joint capsule segmentation in ultrasound images of the metacarpophalangeal joint using a split and merge approach. 243-246 - Ali Mahdi, Jun Qin:
Bottom up saliency evaluation via deep features of state-of-the-art convolutional neural networks. 247-250 - Adrienne E. Dooley, Li Tong, Shriprasad R. Deshpande, May D. Wang:
Prediction of heart transplant rejection using histopathological whole-slide imaging. 251-254 - Rajesh Amerineni, Lalit Gupta, Resh S. Gupta:
Classification models inspired by multisensory integration. 255-258 - Francesco Versaci, Luca Pireddu, Gianluigi Zanetti:
Kafka interfaces for composable streaming genomics pipelines. 259-262 - Wei Tian, Jie Liang:
On quantification of geometry and topology of protein pockets and channels for assessing mutation effects. 263-266 - Richard Macwan, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Yadong Wu, Alamin Mansouri:
Parameter-free adaptive step-size multiobjective optimization applied to remote photoplethysmography. 267-270 - Mohsen Imani, Tarek Nassar, Abbas Rahimi, Tajana Rosing:
HDNA: Energy-efficient DNA sequencing using hyperdimensional computing. 271-274 - Mehdi Boukhechba, Sonia Baee, Alicia L. Nobles, Jiaqi Gong, Kristen J. Wells, Laura E. Barnes:
A social cognitive theory-based framework for monitoring medication adherence applied to endocrine therapy in breast cancer survivors. 275-278 - Gulzhahan Oraz, Xiao Luo:
County-level geographic distributions of diabetes in relation to multiple factors in the united states. 279-282 - Nam Tran, Joon Lee:
Using multiple sentiment dimensions of nursing notes to predict mortality in the intensive care unit. 283-286 - Yong-Joon Song, Dong-Ho Cho:
A novel estimation algorithm of evolutionary distance based on the word frequency variation of sequence segment. 287-290 - Mark Daniels, Csilla Farkas:
Health data privacy: A case of undesired inferences. 291-294 - Georgia S. Karanasiou, Evanthia E. Tripoliti, Yorgos Goletsis, Fanis G. Kalatzis, Katerina K. Naka, Roger Fuoco, Wolfram Miekisch, Kostis E. Tzannetis, Stefanos G. Zervos, Joan R. Bausells, Abdelhamid Errachid, Dimitrios I. Fotiadis:
HEARTEN: An integrated mHealth platform for holistic HF management. 295-298 - Gabriella Tognola, Alessandra Murri, Domenico Cuda:
Cognitive computing for the automated extraction and meaningful use of health data in narrative medical notes: An application to the clinical management of hearing impaired aged patients. 299-302 - Wee An Ta, Han Leong Goh, Chuen Seng Tan, Yan Sun, Khin Chaw Yu Aung, Zsin Woon Teoh, Kelvin Bryan Tan, Zheng Yi Lau, John Arputhan Abisheganaden, Kheng Hock Lee, Sweet Fun Wong, Wai Leng Chow, Pranav Vinod Kumar, Zi Chao Choong, Xue Yi Ng, Gia Lee Ang, Kien Leong Chan, Jin Shui Lim, Cheng Ooi Low:
Development and implementation of nationwide predictive model for admission prevention: System architecture & machine learning. 303-306 - Andreas Storvik Strauman, Filippo Maria Bianchi, Karl Øyvind Mikalsen, Michael Kampffmeyer, Cristina Soguero-Ruíz, Robert Jenssen:
Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks. 307-310 - Viswajith S. Vasudevan, Marwan A. Simaan:
Cardiac function recovery using ejection fraction in the presence of a continuous flow left Ventricular Assist Device. 311-314 - Mads A. Hansen, Karl Øyvind Mikalsen, Michael Kampffmeyer, Cristina Soguero-Ruíz, Robert Jenssen:
Towards deep anchor learning. 315-318 - Chen Hao, Sudhakar Sivanesan, Maulik Majmudar, Kuldeep Singh Rajput:
Combinational feature based random forest classification for enhanced bundle branch block beat detection. 319-322 - Peng Su, Xiao-Rong Ding, Yuan-Ting Zhang, Jing Liu, Fen Miao, Ni Zhao:
Long-term blood pressure prediction with deep recurrent neural networks. 323-328 - Kostas M. Tsiouris, Dimitrios A. Gatsios, Georgios Rigas, Spiros Konitsiotis, Angelo Antonini, Dimitrios I. Fotiadis:
A decision support system based on rapid progression rules to enhance baseline evaluation of Parkinson's disease patients. 329-332 - Phuong D. Ngo, Susan Wei, Anna Holubová, Jan Muzík, Fred Godtliebsen:
Reinforcement-learning optimal control for type-1 diabetes. 333-336 - Eric Vander Putten, Ameer Kambod, Mobeen Kambod:
Deep residual neural networks for automated Basal Cell Carcinoma detection. 337-340 - Boshen Wang, Alan Perez-Rathke, Renhao Li, Jie Liang:
A general method for predicting amino acid residues experiencing hydrogen exchange. 341-344 - Hong-Jun Yoon, Sarah Robinson, James Blair Christian, John X. Qiu, Georgia D. Tourassi:
Filter pruning of Convolutional Neural Networks for text classification: A case study of cancer pathology report comprehension. 345-348 - Setu Shah, Xiao Luo:
Comparison of deep learning based concept representations for biomedical document clustering. 349-352 - Maria Venianaki, Apostolos Karantanas, Eelco de Bree, Thomas G. Maris, Eleftherios Kontopodis, Katerina Nikiforaki, Ovidio Salvetti, Kostas Marias:
Assessment of soft-tissue sarcomas perfusion using data-driven techniques. 353-356 - Jennifer Howcroft, Bruce Wallace, Rafik A. Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel:
Changes in driving acceleration pattern variability related to cognitive and physical health. 357-360 - Haridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias:
Implementing a data management infrastructure for big healthcare data. 361-364 - Konstantin Pogorelov, Olga Ostroukhova, Andreas Petlund, Pål Halvorsen, Thomas de Lange, Håvard Nygaard Espeland, Tomas Kupka, Carsten Griwodz, Michael Riegler:
Deep learning and handcrafted feature based approaches for automatic detection of angiectasia. 365-368 - Zhaoyang Xu, Qianni Zhang:
Multi-scale context-aware networks for quantitative assessment of colorectal liver metastases. 369-372 - Marios Spanakis, Stelios Sfakianakis, Emmanouil G. Spanakis, George Kallergis, Vangelis Sakkalis:
PDCA: An eHealth service for the management of drug interactions with complementary and alternative medicines. 373-376 - Kevin Matlock, Saugato Rahman Dhruba, Moazzam Nazir, Ranadip Pal:
An investigation of proteomic data for application in precision medicine. 377-380 - Saman Sargolzaei, Yan Cai, Deborah Lee, Neil G. Harris, Christopher C. Giza:
Quantification of biological responses as predictors of cognitive outcome after developmental TBI. 381-384 - Lu Wang, Dongxiao Zhu, Elizabeth Towner, Ming Dong:
Obesity risk factors ranking using multi-task learning. 385-388 - M. L. Tlachac, Elke A. Rundensteiner, Kerri Barton, Scott Troppy, Kirthana Beaulac, Shira Doron, Jian Zou:
CASSIA: An assistant for identifying clinically and statistically significant decreases in antimicrobial susceptibility. 389-392 - Amit Juneja, Michael M. Marefat:
Leveraging blockchain for retraining deep learning architecture in patient-specific arrhythmia classification. 393-397 - Masahiro Honda, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura:
Detecting suppression of negative emotion by time series change of cerebral blood flow using fNIRS. 398-401 - Ramin Ramezani, Yubin Xiao, Arash Naeim:
Sensing-Fi: Wi-Fi CSI and accelerometer fusion system for fall detection. 402-405 - Giorgos A. Giannakakis, Dimitris Manousos, Vaggelis Chaniotakis, Manolis Tsiknakis:
Evaluation of head pose features for stress detection and classification. 406-409 - Ryan S. McGinnis, Ellen W. McGinnis, Jessica Hruschak, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik:
Wearable sensors and machine learning diagnose anxiety and depression in young children. 410-413 - Aria Khademi, Yasser El-Manzalawy, Orfeu M. Buxton, Vasant G. Honavar:
Toward personalized sleep-wake prediction from actigraphy. 414-417 - Keith Feldman, Mayra Duarte, Waldo Mikels-Carrasco, Nitesh V. Chawla:
Leveraging health and wellness platforms to understand childhood obesity: A usability pilot of FitSpace. 418-421 - Mehdi Boukhechba, Jiaqi Gong, Kamran Kowsari, Mawulolo K. Ameko, Karl C. Fua, Philip I. Chow, Yu Huang, Bethany A. Teachman, Laura E. Barnes:
Physiological changes over the course of cognitive bias modification for social anxiety. 422-425 - Xiaoliang Wang, Wei Wang, Zhanpeng Jin:
Context-aware reinforcement learning-based mobile cloud computing for telemonitoring. 426-429 - Talia Tron, Yehezkel S. Resheff, Mikhail Bazhmin, Daphna Weinshall, Abraham Peled:
ARIMA-based motor anomaly detection in schizophrenia inpatients. 430-433 - Mawulolo K. Ameko, Lihua Cai, Mehdi Boukhechba, Alexander Daros, Philip I. Chow, Bethany A. Teachman, Matthew S. Gerber, Laura E. Barnes:
Cluster-based approach to improve affect recognition from passively sensed data. 434-437 - Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel:
Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in children. 438-441 - Alireza Aliamiri, Yichen Shen:
Deep learning based atrial fibrillation detection using wearable photoplethysmography sensor. 442-445
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