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Machine Learning for Health ( ML4H ) 2019 : What Makes Machine Learning in Medicine Different?

, , , , , , , , , and . ML4H@NeurIPS, volume 116 of Proceedings of Machine Learning Research, page 1-9. PMLR, (2019)

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Joint Frequency- and Image-Space Learning for Fourier Imaging., , , , and . CoRR, (2020)Unbiased Atlas Construction for Neonatal Cortical Surfaces via Unsupervised Learning., , and . ASMUS/PIPPI@MICCAI, volume 12437 of Lecture Notes in Computer Science, page 334-342. Springer, (2020)Neural Network-Based Reconstruction in Compressed Sensing MRI Without Fully-Sampled Training Data., , and . MLMIR@MICCAI, volume 12450 of Lecture Notes in Computer Science, page 27-37. Springer, (2020)Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks., , and . CoRR, (2021)Anatomy-aware and acquisition-agnostic joint registration with SynthMorph., , , , and . CoRR, (2023)Generating Image-Specific Text Improves Fine-grained Image Classification., , , and . CoRR, (2023)A robust and interpretable deep learning framework for multi-modal registration via keypoints., , , and . CoRR, (2023)Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels., , , , , , , , and . CoRR, (2021)Learning Task-Specific Strategies for Accelerated MRI., , , , , , and . CoRR, (2023)Mapping the subcortical connectivity of the human default mode network., , , , , , , and . NeuroImage, (2021)