Sema Candemir

According to our database, Sema Candemir authored at least 34 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Detecting and Characterizing Inferior Vena Cava Filters on Abdominal Computed Tomography with Data-Driven Computational Frameworks.

Sema Candemir, Robert Moranville, Kelvin A. Wong, Warren Campbell, Matthew T. Bigelow, Luciano M. Prevedello, Mina S. Makary

J. Digit. Imaging, December, 2023

2022

Virtual CT Myelography: A Patch-Based Machine Learning Model to Improve Intraspinal Soft Tissue Visualization on Unenhanced Dual-Energy Lumbar Spine CT.

Xuan V. Nguyen, Devi D. Nelakurti, Engin Dikici, Sema Candemir, Daniel J. Boulter, Luciano M. Prevedello

Inf., 2022

2021

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.

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

J. Digit. Imaging, 2021

2020

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.

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

J. Digit. Imaging, 2020

Predicting Rate of Cognitive Decline at Baseline Using a Deep Neural Network with Multidata Analysis.

Sema Candemir, Xuan V. Nguyen, Luciano M. Prevedello, Matthew T. Bigelow, Richard D. White, Barbaros S. Erdal

CoRR, 2020

Automated coronary artery atherosclerosis detection and weakly supervised localization on coronary CT angiography with a deep 3-dimensional convolutional neural network.

Sema Candemir, Richard D. White, Mutlu Demirer, Vikash Gupta, Matthew T. Bigelow, Luciano M. Prevedello, Barbaros S. Erdal

Comput. Medical Imaging Graph., 2020

Hybrid Automatic Lung Segmentation on Chest CT Scans.

Tao Peng, Thomas Canhao Xu, Yihuai Wang, Hailing Zhou, Sema Candemir, Wan Mimi Diyana Wan Zaki, Shanq-Jang Ruan, Jing Wang, Xinjian Chen

IEEE Access, 2020

2019

Coronary Artery Classification and Weakly Supervised Abnormality Localization on Coronary CT Angiography with 3-Dimensional Convolutional Neural Networks.

Sema Candemir, Richard D. White, Mutlu Demirer, Vikash Gupta, Matthew T. Bigelow, Luciano M. Prevedello, Barbaros S. Erdal

CoRR, 2019

A review on lung boundary detection in chest X-rays.

Sema Candemir, Sameer K. Antani

Int. J. Comput. Assist. Radiol. Surg., 2019

Visualizing and explaining deep learning predictions for pneumonia detection in pediatric chest radiographs.

Sivaramakrishnan Rajaraman, Sema Candemir, George R. Thoma, Sameer K. Antani

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

2018

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs.

Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, KC Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma

J. Medical Syst., 2018

Detecting drug-resistant tuberculosis in chest radiographs.

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

Int. J. Comput. Assist. Radiol. Surg., 2018

Comparing deep learning models for population screening using chest radiography.

Sivaramakrishnan Rajaraman, Sameer K. Antani, Sema Candemir, Zhiyun Xue, Joseph Abuya, Marc D. Kohli, Philip O. Alderson, George R. Thoma

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

A novel stacked generalization of models for improved TB detection in chest radiographs.

Sivaramakrishnan Rajaraman, Sema Candemir, Zhiyun Xue, Philip O. Alderson, Marc D. Kohli, Joseph Abuya, George R. Thoma, Sameer K. Antani

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Region of Interest Detection in Fundus Images Using Deep Learning and Blood Vessel Information.

Jongwoo Kim, Sema Candemir, Emily Y. Chew, George R. Thoma

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Novel Method for Storyboarding Biomedical Videos for Medical Informatics.

Sema Candemir, Sameer K. Antani, Zhiyun Xue, George R. Thoma

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

Atlas-based rib-bone detection in chest X-rays.

Sema Candemir, Stefan Jaeger, Sameer K. Antani, Ulas Bagci, Les R. Folio, Ziyue Xu, George R. Thoma

Comput. Medical Imaging Graph., 2016

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays.

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

Int. J. Comput. Assist. Radiol. Surg., 2016

Automatic heart localization and radiographic index computation in chest x-rays.

Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer K. Antani, George R. Thoma

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

2015

RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor.

Sema Candemir, Eugene Borovikov, KC Santosh, Sameer K. Antani, George R. Thoma

Image Vis. Comput., 2015

Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control.

KC Santosh, Sema Candemir, Stefan Jäger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Les R. Folio

Int. J. Pattern Recognit. Artif. Intell., 2015

Chest X-ray Image View Classification.

Zhiyun Xue, Daekeun You, Sema Candemir, Stefan Jaeger, Sameer K. Antani, L. Rodney Long, George R. Thoma

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Foreign object detection in chest X-rays.

Zhiyun Xue, Sema Candemir, Sameer K. Antani, L. Rodney Long, Stefan Jaeger, Dina Demner-Fushman, George R. Thoma

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Automatic Tuberculosis Screening Using Chest Radiographs.

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

IEEE Trans. Medical Imaging, 2014

Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration.

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

IEEE Trans. Medical Imaging, 2014

Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations.

KC Santosh, Sema Candemir, Stefan Jäger, Les R. Folio, Alexandros Karargyris, Sameer K. Antani, George R. Thoma

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013

Multi-class regularization parameter learning for graph cut image segmentation.

Sema Candemir, Kannappan Palaniappan, Yusuf Sinan Akgul

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Feature prominence-based weighting scheme for video tracking.

Sema Candemir, Kannappan Palaniappan, Filiz Bunyak, Raghuveer M. Rao, Guna Seetharaman

Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

KL based data fusion for target tracking.

Jing Peng, Kannappan Palaniappan, Sema Candemir, Guna Seetharaman

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Persistent target tracking using likelihood fusion in wide-area and full motion video sequences.

Rengarajan Pelapur, Sema Candemir, Filiz Bunyak, Mahdieh Poostchi, Guna Seetharaman, Kannappan Palaniappan

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

İstatistiksel anlam tabanlı bilgisyarla görme uygulamaları (Statistical significance based computer vision applications)

Sema Candemir

PhD thesis, 2011

Statistical Significance Based Graph Cut Segmentation for Shrinking Bias.

Sema Candemir, Yusuf Sinan Akgul

Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

2010

Adaptive Regularization Parameter for Graph Cut Segmentation.

Sema Candemir, Yusuf Sinan Akgul

Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

2006

Identification of Luminal and Medial Adventitial Borders in Intravascular Ultrasound Images Using Level Sets.

Ali Iskurt, Sema Candemir, Yusuf Sinan Akgul

Proceedings of the Computer and Information Sciences, 2006