Farah E. Shamout, Yiqiu Shen, Nan Wu, Aakash Kaku, Jungkyu Park, Taro Makino, Stanisław Jastrzębski, Duo Wang, Ben Zhang, Siddhant Dogra, Meng Cao,Narges Razavian

Bibtex

Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

Kevin Leung, Bofei Zhang, Jimin Tan, Yiqiu Shen,Krzysztof J Geras,James S Babb,Kyunghyun Cho,Gregory Chang,Cem M Deniz

Radiology, pp.192091, (2020)

WOSBibtex

Classifier-agnostic saliency map extraction

Konrad Żołna,Krzysztof J. Geras,Kyunghyun Cho

Computer Vision and Image Understanding, (2020): 102969

Bibtex

Understanding the robustness of deep neural network classifiers for breast cancer screening

Oleszkiewicz Witold, Makino Taro,Jastrzębski Stanisław, Trzciński Tomasz,Moy Linda,Cho Kyunghyun,Heacock Laura,Geras Krzysztof J.

Bibtex

Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability

Jason Phang, Jungkyu Park,Krzysztof J. Geras

Bibtex

Reducing false-positive biopsies with deep neural networks that utilize local and global information in screening mammograms

Nan Wu, Zhe Huang, Yiqiu Shen, Jungkyu Park,Jason Phang, Taro Makino, S. Gene Kim,Kyunghyun Cho,Laura Heacock,Linda Moy,Krzysztof J. Geras

Bibtex

The Break-Even Point on the Optimization Trajectories of Deep Neural Networks

Stanislaw Jastrzebski, Maciej Szymczak,Stanislav Fort,Devansh Arpit,Jacek Tabor,Kyunghyun Cho,Krzysztof Geras

ICLR, (2020)

Cited by1EIBibtex

Classifier-agnostic saliency map extraction

Konrad Zolna,Krzysztof J. Geras,Kyunghyun Cho

national conference on artificial intelligence, (2019)

Cited by7EIBibtex

Artificial Intelligence for Mammography and Digital Breast Tomosynthesis: Current Concepts and Future Perspectives

Krzysztof J Geras,Ritse M Mann,Linda Moy

Radiology, pp.182627, (2019)

WOSBibtex

Machine learning in breast MRI

Beatriu Reig,Laura Heacock,Krzysztof J. Geras,Linda Moy

Journal of Magnetic Resonance Imaging, (2019)

Bibtex

Classifier-Agnostic Saliency Map Extraction

Konrad Zołna,Krzysztof J. Geras,Kyunghyun Cho

national conference on artificial intelligence, no. 01 (2019): 10087-10088

Bibtex

New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence

Yiming Gao,Krzysztof J Geras, Alana A Lewin,Linda Moy

AMERICAN JOURNAL OF ROENTGENOLOGY, no. 2 (2019): 300-307

WOSBibtex

Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

Yiqiu Shen, Nan Wu,Jason Phang, Jungkyu Park, Gene Kim,Linda Moy,Kyunghyun Cho,Krzysztof J Geras

Lecture Notes in Computer Science, (2019): 18-26

WOSBibtex

Screening Mammogram Classification with Prior Exams

Park Jungkyu,Phang Jason, Shen Yiqiu, Wu Nan, Kim S. Gene,Moy Linda,Cho Kyunghyun,Geras Krzysztof J.

International Conference on Medical Imaging with Deep Learning -- Extended Abstract Track, (2019)

Bibtex

Improving localization-based approaches for breast cancer screening exam classification

Févry Thibault,Phang Jason, Wu Nan, Kim S. Gene,Moy Linda,Cho Kyunghyun,Geras Krzysztof J.

International Conference on Medical Imaging with Deep Learning -- Extended Abstract Track, (2019)

Bibtex

View All

Base Info Papers Patents Projects

Krzysztof J. GerasBinding

Papers33 papers

Krzysztof J. Geras