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No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems

, , , , and . Advances in Neural Information Processing Systems, (2020)

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Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models., , , , , , and . CHIL, volume 209 of Proceedings of Machine Learning Research, page 50-71. PMLR, (2023)No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems, , , , and . Advances in Neural Information Processing Systems, (2020)Cross-Modal Data Programming Enables Rapid Medical Machine Learning., , , , , , , , , and 1 other author(s). Patterns, 1 (2): 100019 (2020)Assessing Robustness to Noise: Low-Cost Head CT Triage., , , , , , and . CoRR, (2020)Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset., , , , , , and . CoRR, (2020)Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models., , , , , and . CoRR, (2022)Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training., , , , , , , and . CoRR, (2021)Predicting 30-Day All-Cause Hospital Readmission Using Multimodal Spatiotemporal Graph Neural Networks., , , , , , , and . IEEE J. Biomed. Health Informatics, 27 (4): 2071-2082 (April 2023)Comparison of segmentation-free and segmentation-dependent computer-aided diagnosis of breast masses on a public mammography dataset., , , , , and . J. Biomed. Informatics, (2021)Observational Supervision for Medical Image Classification Using Gaze Data., , , , , , , , , and . MICCAI (2), volume 12902 of Lecture Notes in Computer Science, page 603-614. Springer, (2021)