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CarDS-Yale/PanEcho
CarDS-Yale/PanEcho Public"PanEcho: Complete AI-enabled echocardiography interpretation with multi-task deep learning" by Gregory Holste, Evangelos K. Oikonomou, Zhangyang Wang, & Rohan Khera
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CarDS-Yale/EchoCLR
CarDS-Yale/EchoCLR Public[Communications Medicine] "Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning" by Gregory Holste, Evangelos Oikonomou, Bobak Mortazavi…
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CarDS-Yale/echo-severe-AS
CarDS-Yale/echo-severe-AS Public[European Heart Journal] "Severe aortic stenosis detection by deep learning applied to echocardiography" by Gregory Holste et al.
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bionlplab/longitudinal_transformer_for_survival_analysis
bionlplab/longitudinal_transformer_for_survival_analysis Public[npj Digital Medicine] "Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling" by Gregory Holste, Mingquan Lin, Ruiwen Zhou, Fei W…
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VITA-Group/LongTailCXR
VITA-Group/LongTailCXR Public[DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, Ronald M. Summers, Yifan Peng, and Zhangy…
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breast_mri_fusion
breast_mri_fusion Public[CVAMD 2021] "End-to-End Learning of Fused Image and Non-Image Feature for Improved Breast Cancer Classification from MRI"
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