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ORCIDSema Candemir
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2020 – today
- 2023
[j15]Sema Candemir
, Robert Moranville, Kelvin A. Wong, Warren Campbell, Matthew T. Bigelow, Luciano M. Prevedello, Mina S. Makary:
Detecting and Characterizing Inferior Vena Cava Filters on Abdominal Computed Tomography with Data-Driven Computational Frameworks. J. Digit. Imaging 36(6): 2507-2518 (2023)- 2022
- [j14]Xuan V. Nguyen, Devi D. Nelakurti, Engin Dikici, Sema Candemir, Daniel J. Boulter, Luciano M. Prevedello:
Virtual CT Myelography: A Patch-Based Machine Learning Model to Improve Intraspinal Soft Tissue Visualization on Unenhanced Dual-Energy Lumbar Spine CT. Inf. 13(9): 412 (2022) - 2021
- [j13]Richard D. White, Barbaros S. Erdal, Mutlu Demirer, Vikash Gupta, Matthew T. Bigelow, Engin Dikici, Sema Candemir, Mauricio S. Galizia, Jessica L. Carpenter, Thomas P. O'Donnell, Abdul H. Halabi, Luciano M. Prevedello:
Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis During CCTA Evaluation of Chest Pain in the Emergency Department: Preparing an Application for Real-world Use. J. Digit. Imaging 34(3): 554-571 (2021) - 2020
- [j12]Tao Peng, Thomas Canhao Xu, Yihuai Wang, Hailing Zhou, Sema Candemir, Wan Mimi Diyana Wan Zaki, Shanq-Jang Ruan, Jing Wang, Xinjian Chen:
Hybrid Automatic Lung Segmentation on Chest CT Scans. IEEE Access 8: 73293-73306 (2020) - [j11]Sema Candemir, Richard D. White, Mutlu Demirer, Vikash Gupta, Matthew T. Bigelow, Luciano M. Prevedello, Barbaros S. Erdal:
Automated coronary artery atherosclerosis detection and weakly supervised localization on coronary CT angiography with a deep 3-dimensional convolutional neural network. Comput. Medical Imaging Graph. 83: 101721 (2020) - [j10]Vikash Gupta, Mutlu Demirer, Matthew T. Bigelow, Kevin J. Little, Sema Candemir, Luciano M. Prevedello, Richard D. White, Thomas P. O'Donnell, Michael Wels, Barbaros S. Erdal:
Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning. J. Digit. Imaging 33(2): 431-438 (2020) - [i3]Sema Candemir, Xuan V. Nguyen, Luciano M. Prevedello, Matthew T. Bigelow, Richard D. White, Barbaros S. Erdal:
Predicting Rate of Cognitive Decline at Baseline Using a Deep Neural Network with Multidata Analysis. CoRR abs/2002.10034 (2020) - [i2]Richard D. White, Barbaros S. Erdal, Mutlu Demirer, Vikash Gupta, Matthew T. Bigelow, Engin Dikici, Sema Candemir, Mauricio S. Galizia, Jessica L. Carpenter, Thomas P. O'Donnell, Abdul H. Halabi, Luciano M. Prevedello:
Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis during CCTA Evaluation of Chest-Pain in the Emergency Department: Preparing an Application for Real-World Use. CoRR abs/2008.04802 (2020)
2010 – 2019
- 2019
- [j9]Sema Candemir, Sameer K. Antani:
A review on lung boundary detection in chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 14(4): 563-576 (2019) - [c16]Sivaramakrishnan Rajaraman, Sema Candemir, George R. Thoma, Sameer K. Antani:
Visualizing and explaining deep learning predictions for pneumonia detection in pediatric chest radiographs. Medical Imaging: Computer-Aided Diagnosis 2019: 109500S - [i1]Sema Candemir, Richard D. White, Mutlu Demirer, Vikash Gupta, Matthew T. Bigelow, Luciano M. Prevedello, Barbaros S. Erdal:
Coronary Artery Classification and Weakly Supervised Abnormality Localization on Coronary CT Angiography with 3-Dimensional Convolutional Neural Networks. CoRR abs/1911.13219 (2019) - 2018
- [j8]Stefan Jäger, Octavio H. Juarez-Espinosa, Sema Candemir, Mahdieh Poostchi, Feng Yang, Lewis Kim, Meng Ding, Les R. Folio, Sameer K. Antani, Andrei E. Gabrielian, Darrell E. Hurt, Alex Rosenthal, George R. Thoma:
Detecting drug-resistant tuberculosis in chest radiographs. Int. J. Comput. Assist. Radiol. Surg. 13(12): 1915-1925 (2018) - [j7]Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, KC Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. J. Medical Syst. 42(8): 146:1-146:11 (2018) - [c15]Jongwoo Kim, Sema Candemir, Emily Y. Chew, George R. Thoma:
Region of Interest Detection in Fundus Images Using Deep Learning and Blood Vessel Information. CBMS 2018: 357-362 - [c14]Sivaramakrishnan Rajaraman, Sema Candemir, Zhiyun Xue, Philip O. Alderson, Marc D. Kohli, Joseph Abuya, George R. Thoma, Sameer K. Antani:
A novel stacked generalization of models for improved TB detection in chest radiographs. EMBC 2018: 718-721 - [c13]Sivaramakrishnan Rajaraman, Sameer K. Antani, Sema Candemir, Zhiyun Xue, Joseph Abuya, Marc D. Kohli, Philip O. Alderson, George R. Thoma:
Comparing deep learning models for population screening using chest radiography. Medical Imaging: Computer-Aided Diagnosis 2018: 105751E - 2017
- [c12]Sema Candemir, Sameer K. Antani, Zhiyun Xue, George R. Thoma:
Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS 2017: 127-132 - 2016
- [j6]Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, KC Santosh, Szilárd Vajda, Sameer K. Antani, Les R. Folio, George R. Thoma:
Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 11(1): 99-106 (2016) - [j5]Sema Candemir, Stefan Jaeger, Sameer K. Antani, Ulas Bagci, Les R. Folio, Ziyue Xu, George R. Thoma:
Atlas-based rib-bone detection in chest X-rays. Comput. Medical Imaging Graph. 51: 32-39 (2016) - [c11]Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
Automatic heart localization and radiographic index computation in chest x-rays. Medical Imaging: Computer-Aided Diagnosis 2016: 978517 - 2015
- [j4]KC Santosh, Sema Candemir, Stefan Jäger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Les R. Folio:
Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control. Int. J. Pattern Recognit. Artif. Intell. 29(2): 1557001:1-1557001:19 (2015) - [j3]Sema Candemir, Eugene Borovikov, KC Santosh, Sameer K. Antani, George R. Thoma:
RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor. Image Vis. Comput. 42: 1-12 (2015) - [c10]Zhiyun Xue, Sema Candemir, Sameer K. Antani, L. Rodney Long, Stefan Jaeger, Dina Demner-Fushman, George R. Thoma:
Foreign object detection in chest X-rays. BIBM 2015: 956-961 - [c9]Zhiyun Xue, Daekeun You, Sema Candemir, Stefan Jaeger, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Chest X-ray Image View Classification. CBMS 2015: 66-71 - 2014
- [j2]Stefan Jaeger, Alexandros Karargyris, Sema Candemir, Les R. Folio, Jenifer Siegelman, Fiona M. Callaghan, Zhiyun Xue, Kannappan Palaniappan, Rahul K. Singh, Sameer K. Antani, George R. Thoma, Yi-Xiang J. Wang, Pu-Xuan Lu, Clement J. McDonald:
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33(2): 233-245 (2014) - [j1]Sema Candemir, Stefan Jaeger, Kannappan Palaniappan, Jonathan P. Musco, Rahul K. Singh, Zhiyun Xue, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Clement J. McDonald:
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. IEEE Trans. Medical Imaging 33(2): 577-590 (2014) - [c8]KC Santosh, Sema Candemir, Stefan Jäger, Les R. Folio, Alexandros Karargyris, Sameer K. Antani, George R. Thoma:
Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations. CBMS 2014: 138-142 - 2013
- [c7]Sema Candemir, Kannappan Palaniappan, Yusuf Sinan Akgul:
Multi-class regularization parameter learning for graph cut image segmentation. ISBI 2013: 1473-1476 - 2012
- [c6]Rengarajan Pelapur, Sema Candemir, Filiz Bunyak, Mahdieh Poostchi, Guna Seetharaman, Kannappan Palaniappan:
Persistent target tracking using likelihood fusion in wide-area and full motion video sequences. FUSION 2012: 2420-2427 - [c5]Jing Peng, Kannappan Palaniappan, Sema Candemir, Guna Seetharaman:
KL based data fusion for target tracking. ICPR 2012: 3480-3483 - [c4]Sema Candemir, Kannappan Palaniappan, Filiz Bunyak, Raghuveer M. Rao, Guna Seetharaman:
Feature prominence-based weighting scheme for video tracking. ICVGIP 2012: 25 - 2011
- [b1]Sema Candemir:
İstatistiksel anlam tabanlı bilgisyarla görme uygulamaları (Statistical significance based computer vision applications). Gebze Institute of Technology, Turkey, 2011 - [c3]Sema Candemir, Yusuf Sinan Akgul:
Statistical Significance Based Graph Cut Segmentation for Shrinking Bias. ICIAR (1) 2011: 304-313 - 2010
- [c2]Sema Candemir, Yusuf Sinan Akgul:
Adaptive Regularization Parameter for Graph Cut Segmentation. ICIAR (1) 2010: 117-126
2000 – 2009
- 2006
- [c1]Ali Iskurt, Sema Candemir, Yusuf Sinan Akgul:
Identification of Luminal and Medial Adventitial Borders in Intravascular Ultrasound Images Using Level Sets. ISCIS 2006: 572-582
Coauthor Index
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