Krzysztof J. Geras
New York University
H-index: 25
North America-United States
Top articles of Krzysztof J. Geras
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians | Nature Medicine | Krishnamurthy Dvijotham Jim Winkens Melih Barsbey Sumedh Ghaisas Robert Stanforth | 2023/7 |
Exploring synthesizing 2D mammograms from 3D digital breast tomosynthesis images | Jakub Chłędowski Jungkyu Park Krzysztof J Geras | 2023/11/28 | |
Detecting incidental correlation in multimodal learning via latent variable modeling | Transactions on Machine Learning Research | Taro Makino Yixin Wang Krzysztof J Geras Kyunghyun Cho | 2023/8 |
Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data | arXiv preprint arXiv:2311.03217 | Yiqiu Shen Jungkyu Park Frank Yeung Eliana Goldberg Laura Heacock | 2023/11/6 |
A competition, benchmark, code, and data for using artificial intelligence to detect lesions in digital breast tomosynthesis | JAMA Network Open | Nicholas Konz Mateusz Buda Hanxue Gu Ashirbani Saha Jichen Yang | 2023/2/1 |
Leveraging Neural Networks to Profile Health Care Providers with Application to Medicare Claims | arXiv preprint arXiv:2309.15316 | Wenbo Wu Fan Li Richard Liu Yiting Li Mara McAdams-DeMarco | 2023/9/26 |
Multiple instance learning via iterative self-paced supervised contrastive learning | Kangning Liu Weicheng Zhu Yiqiu Shen Sheng Liu Narges Razavian | 2023 | |
An efficient deep neural network to classify large 3D images with small objects | IEEE Transactions on Medical Imaging | Jungkyu Park Jakub Chłędowski Stanisław Jastrzębski Jan Witowski Yanqi Xu | 2023/8/17 |
Improving Information Extraction from Pathology Reports using Named Entity Recognition | Research Square | Ken G Zeng Tarun Dutt Jan Witowski GV Kranthi Kiran Frank Yeung | 2023/7/3 |
Mitigating input-causing confounding in multimodal learning via the backdoor adjustment | Taro Makino Krzysztof J Geras Kyunghyun Cho | 2022/10/21 | |
An efficient deep neural network to find small objects in large 3D images | arXiv preprint arXiv:2210.08645 | Jungkyu Park Jakub Chłędowski Stanisław Jastrzębski Jan Witowski Yanqi Xu | 2022/10/16 |
Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks | Nan Wu Stanislaw Jastrzebski Kyunghyun Cho Krzysztof J Geras | 2022/6/28 | |
Estimation of the capillary level input function for dynamic contrast‐enhanced MRI of the breast using a deep learning approach | Magnetic resonance in medicine | Jonghyun Bae Zhengnan Huang Florian Knoll Krzysztof Geras Terlika Pandit Sood | 2022/5 |
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images | Nasir Hayat Krzysztof J Geras Farah E Shamout | 2022/12/31 | |
Differences between human and machine perception in medical diagnosis | Scientific reports | Taro Makino Stanisław Jastrzębski Witold Oleszkiewicz Celin Chacko Robin Ehrenpreis | 2022/4/27 |
Generative multitask learning mitigates target-causing confounding | Taro Makino Krzysztof Geras Kyunghyun Cho | 2022/2/8 | |
Lessons from the first DBTex Challenge | Nature Machine Intelligence | Jungkyu Park Yoel Shoshan Robert Martí Pablo Gómez del Campo Vadim Ratner | 2021/8 |
COVID-19 deterioration prediction via self-supervised representation learning and multi-image prediction | arXiv preprint arXiv:2101.04909 | Anuroop Sriram Matthew Muckley Koustuv Sinha Farah Shamout Joelle Pineau | 2021/1/13 |
Reducing false-positive biopsies using deep neural networks that utilize both local and global image context of screening mammograms | Journal of Digital Imaging | Nan Wu Zhe Huang Yiqiu Shen Jungkyu Park Jason Phang | 2021/12 |
Weakly-supervised high-resolution segmentation of mammography images for breast cancer diagnosis | Proceedings of machine learning research | Kangning Liu Yiqiu Shen Nan Wu Jakub Chłędowski Carlos Fernandez-Granda | 2021/7 |
Co-Authors
