Sema Candemir

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 20

Top Topics

Emergency Department

Chest Radiographs

Weakly Supervised

Texture And Shape Features

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

J. Digit. Imaging

Publications

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) (2023)
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) (2022)
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) (2021)
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 (2020)
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) (2020)
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 (2020)
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 (2020)
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 (2020)
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 (2019)
Sema Candemir, Sameer K. Antani
A review on lung boundary detection in chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 14 (4) (2019)
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)
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) (2018)
Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, K. C. 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) (2018)
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)
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)
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)
Sema Candemir, Sameer K. Antani, Zhiyun Xue, George R. Thoma
Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS (2017)
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 (2016)
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)
Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, K. C. 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) (2016)
K. C. 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) (2015)
Sema Candemir, Eugene Borovikov, K. C. Santosh, Sameer K. Antani, George R. Thoma
RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor. Image Vis. Comput. 42 (2015)
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)
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)
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) (2014)
K. C. 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)
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 Wang, Pu-Xuan Lu, Clement J. McDonald
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33 (2) (2014)
Sema Candemir, Kannappan Palaniappan, Yusuf Sinan Akgul
Multi-class regularization parameter learning for graph cut image segmentation. ISBI (2013)
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)
Jing Peng, Kannappan Palaniappan, Sema Candemir, Guna Seetharaman
KL based data fusion for target tracking. ICPR (2012)
Sema Candemir, Kannappan Palaniappan, Filiz Bunyak, Raghuveer M. Rao, Guna Seetharaman
Feature prominence-based weighting scheme for video tracking. ICVGIP (2012)
Sema Candemir, Yusuf Sinan Akgul
Statistical Significance Based Graph Cut Segmentation for Shrinking Bias. ICIAR (1) (2011)
Sema Candemir, Yusuf Sinan Akgul
Adaptive Regularization Parameter for Graph Cut Segmentation. ICIAR (1) (2010)
Ali Iskurt, Sema Candemir, Yusuf Sinan Akgul
Identification of Luminal and Medial Adventitial Borders in Intravascular Ultrasound Images Using Level Sets. ISCIS (2006)