Researcher profile
Krzysztof J. Geras
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms
2020 · JAMA Network Open
Importance: Mammography screening currently relies on subjective human interpretation. Artificial intelligence (AI) advances could be used to increase mammography screening accuracy by reducing missed cancers and false positives. Objective: To evaluate whether AI can overcome …
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Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis
2021 · PubMed
In the last few years, deep learning classifiers have shown promising results in image-based medical diagnosis. However, interpreting the outputs of these models remains a challenge. In cancer diagnosis, interpretability can be achieved by localizing …