Add MIMIC-III circulatory failure dataset and prediction task with ablation study#1096

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kywang0906 wants to merge 15 commits intosunlabuiuc:masterfrom

kywang0906:bella-mimic3-cf

Commits on Apr 20, 2026

feat:add MIMIC-III circulatory failure dataset and prediction task
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feat:modify baseline model to fit the function-call style of PyHealth
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Commits on Apr 21, 2026

feat: add CirculatoryFailure logistic regression example and register chartevents in MIMIC3 configuration
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feat: add chartevents configuration to MIMIC-III dataset schema
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refactor: remove baseline training script for circulatory failure prediction
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Commits on Apr 22, 2026

Commits on Apr 23, 2026

Commits on May 7, 2026

Align circulatory failure pipeline with PyHealth API
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