sunlabuiuc · smritiSrinivasan109 · Apr 12, 2026 · Apr 21, 2026 · Apr 21, 2026 · Apr 22, 2026
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2.zip b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2.zip
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/LICENSE.txt b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/LICENSE.txt
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/README.txt b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/README.txt
@@ -0,0 +1,21 @@
+===============================
+MIMIC-IV Clinical Database Demo
+===============================
+
+The Medical Information Mart for Intensive Care (MIMIC)-IV database is comprised
+of deidentified electronic health records for patients admitted to the Beth Israel
+Deaconess Medical Center. Access to MIMIC-IV is limited to credentialed users.
+Here, we have provided an openly-available demo of MIMIC-IV containing a subset
+of 100 patients. The dataset includes similar content to MIMIC-IV, but excludes
+free-text clinical notes. The demo may be useful for running workshops and for
+assessing whether the MIMIC-IV is appropriate for a study before making an access
+request.
+
+For details on the data, see the MIMIC-IV project on PhysioNet:
+https://doi.org/10.13026/07hj-2a80
+
+The contents of this project also contain an additional file:
+demo_subject_id.csv
+
+This is a CSV file containing the subject_id used to filter MIMIC-IV. Only
+these subject_id are available in the demo.
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/SHA256SUMS.txt b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/SHA256SUMS.txt
@@ -0,0 +1,34 @@
+bcdfcd4f31c790e30fb645dc36414907172405897adff329ad379eed85d12017 LICENSE.txt
+4eaae533164245e59e5eb70b52695c061900cdc067cebe508105706b4d10e393 README.txt
+6e9ba177eefc70617ccc1782b9af716b23fbcf36c4c5143e275149d78ee83624 demo_subject_id.csv
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+958565670c0b3903c0c12825366dc2bae8561d2d55f16feac0c949dd630ed3e4 hosp/diagnoses_icd.csv.gz
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+fa462443cc5777ebf9d833f71c67f2a89b4a074eb376320da70bed220e918ad4 hosp/microbiologyevents.csv.gz
+6d7c69dbb2c79b9d1de7d1e68f3424ad248821d7c074dc6537d7290774af39b9 hosp/omr.csv.gz
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+33c392ba5b9299b08eca0a61911ba106f0aebdba26ed31b856bb9ffd49fe3654 hosp/prescriptions.csv.gz
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+28306d68e952fe2cc9ef6e60b0afda93c27d7a06bee8ef39e71ccc4de5ded793 hosp/services.csv.gz
+41151539886d12d57159b65ffe4d7df5a7ef8ceb7cd113ea9a56fbfbfd78a87c hosp/transfers.csv.gz
+88ee01d7f21aadee273e2d1ce65b0f14fe96fe87ab42e2b40c89aa8103ef6371 icu/caregiver.csv.gz
+90f096ad3db847ed1aaec073f8d86053c51fea7b616d3b046410e030f083d560 icu/chartevents.csv.gz
+1690467a822345226a041c1149237c418aa60098c6b699fb4cef64d73588a01f icu/d_items.csv.gz
+b9f05bb9b1c5aa52e9f25585853583a2e07046f22ed68419c20ef8daa8762da5 icu/datetimeevents.csv.gz
+e05e81aa52a3022e522b6832a898101a69b84e64c17bb344d819e458d5bc21b3 icu/icustays.csv.gz
+c9b0afdca936a9485422f72d227b3d1942125bb6d969eef57fdf0233458c6b23 icu/ingredientevents.csv.gz
+69597dca47e554e16645ca505167e9f39b07c1724e915ba54ccfb40f5fa0078a icu/inputevents.csv.gz
+3bcf68adaa11070d6c24e13d4bfaaf718606cd33b0df7f28e0de240c357a869e icu/outputevents.csv.gz
+37454f286dc1eee6cef666b4fdf91452eb8bea6bfc3cf98d4ad179ebb4a741fa icu/procedureevents.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/demo_subject_id.csv b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/demo_subject_id.csv
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+subject_id
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diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/admissions.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/admissions.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/d_hcpcs.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/d_hcpcs.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/d_icd_diagnoses.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/d_icd_diagnoses.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/d_icd_procedures.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/d_icd_procedures.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/d_labitems.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/d_labitems.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/diagnoses_icd.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/diagnoses_icd.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/drgcodes.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/drgcodes.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/emar.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/emar.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/emar_detail.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/emar_detail.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/hcpcsevents.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/hcpcsevents.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/labevents.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/labevents.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/microbiologyevents.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/microbiologyevents.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/omr.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/omr.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/patients.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/patients.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/pharmacy.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/pharmacy.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/poe.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/poe.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/poe_detail.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/poe_detail.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/prescriptions.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/prescriptions.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/procedures_icd.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/procedures_icd.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/provider.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/provider.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/services.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/services.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/transfers.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/hosp/transfers.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/caregiver.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/caregiver.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/chartevents.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/chartevents.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/d_items.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/d_items.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/datetimeevents.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/datetimeevents.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/icustays.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/icustays.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/ingredientevents.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/ingredientevents.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/inputevents.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/inputevents.csv.gz
diff --git a/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/procedureevents.csv.gz b/data/mimic-iv-demo/mimic-iv-clinical-database-demo-2.2/icu/procedureevents.csv.gz
diff --git a/docs/api/models.rst b/docs/api/models.rst
@@ -170,6 +170,7 @@ API Reference
     :maxdepth: 3
 
     models/pyhealth.models.BaseModel
+    models/pyhealth.models.GA2M
     models/pyhealth.models.LogisticRegression
     models/pyhealth.models.MLP
     models/pyhealth.models.CNN

diff --git a/docs/api/models/pyhealth.models.GA2M.rst b/docs/api/models/pyhealth.models.GA2M.rst
@@ -0,0 +1,7 @@
+pyhealth.models.GA2M
+===================================
+GA2M model with binned shape functions and pairwise interactions.
+.. autoclass:: pyhealth.models.GA2M
+    :members:
+    :undoc-members:
+    :show-inheritance: