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Gradient Self-alignment in Private Deep Learning.

, , , and . ISIC/Care-AI/MedAGI/DeCaF@MICCAI, volume 14393 of Lecture Notes in Computer Science, page 89-97. Springer, (2023)

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Adversarial interference and its mitigations in privacy-preserving collaborative machine learning., , , , , , , and . Nat. Mach. Intell., 3 (9): 749-758 (2021)Extended Graph Assessment Metrics for Regression and Weighted Graphs., , , , , and . GRAIL/OCELOT@MICCAI, volume 14373 of Lecture Notes in Computer Science, page 14-26. Springer, (2023)RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting., , , and . MICCAI (7), volume 12907 of Lecture Notes in Computer Science, page 293-303. Springer, (2021)Membership Inference Attacks Against Semantic Segmentation Models., , and . AISec@CCS, page 43-53. ACM, (2023)Body Fat Estimation from Surface Meshes Using Graph Neural Networks., , , , , , , , , and . ShapeMI@MICCAI, volume 14350 of Lecture Notes in Computer Science, page 105-117. Springer, (2023)Label Noise-Robust Learning using a Confidence-Based Sieving Strategy., , , and . Trans. Mach. Learn. Res., (2023)FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare., , , , , , , , , and 40 other author(s). CoRR, (2023)Differentially Private Graph Neural Networks for Medical Population Graphs and The Impact of The Graph Structure., , , , and . ISBI, page 1-5. IEEE, (2024)Anatomy-Driven Pathology Detection on Chest X-rays., , , , and . MICCAI (1), volume 14220 of Lecture Notes in Computer Science, page 57-66. Springer, (2023)Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers., , , , , , , and . CoRR, (2024)