Issues

• Assess PATH/environment semantics of command execution (venv exposure, bare-name resolution, -m runnability)

  Medical-Event-Data-Standard/MEDS-DEV#323 · Filter by author mmcdermott opened on Jul 27, 2026

• Expose ACES task criteria + dataset predicates to model supervised commands

  enhancementModels
  Medical-Event-Data-Standard/MEDS-DEV#314 · Filter by author mmcdermott opened on May 14, 2026
  1

• Separate autoregressive generation from downstream inference for AR zero-shot models

  enhancementModels
  Medical-Event-Data-Standard/MEDS-DEV#304 · Filter by author mmcdermott opened on May 13, 2026

• Add larger MEDS-Tab variants alongside meds_tab/tiny

  enhancementMEDS-TabModels
  Medical-Event-Data-Standard/MEDS-DEV#303 · Filter by author mmcdermott opened on May 13, 2026
  1

• Add MEDS-EIC-AR as a registered model

  enhancementModels
  Medical-Event-Data-Standard/MEDS-DEV#302 · Filter by author mmcdermott opened on May 13, 2026

• Add meds-dev-submit-result CLI: client-side submission via gh

  enhancementpriority:mediumUsability/InterfaceWebsite / Branding
  Medical-Event-Data-Standard/MEDS-DEV#297 · Filter by author mmcdermott opened on May 11, 2026

• Make result-submission form fields meaningful (dropdowns + registry-driven regen)

  Code Cleanliness/Tech Debtpriority:mediumWebsite / Branding
  Medical-Event-Data-Standard/MEDS-DEV#296 · Filter by author mmcdermott opened on May 11, 2026

• Ensure website infrastructure that leverages github actions can be tested via act

  priority:mediumTestingWebsite / Branding
  Medical-Event-Data-Standard/MEDS-DEV#293 · Filter by author mmcdermott opened on May 11, 2026

• Add concrete schemas for result blobs and entity manifests

  Code Cleanliness/Tech Debtpriority:mediumResults storage and trackingWebsite / Branding
  Medical-Event-Data-Standard/MEDS-DEV#290 · Filter by author mmcdermott opened on May 11, 2026

• Unify entity-walking code paths; make entity collation version-aware

  Code Cleanliness/Tech Debtpriority:mediumResults InterpretationWebsite / Branding
  Medical-Event-Data-Standard/MEDS-DEV#289 · Filter by author mmcdermott opened on May 11, 2026

• Promote web tooling (collate_entities, aggregate_results) into the package

  Code Cleanliness/Tech Debtpriority:highWebsite / Branding
  Medical-Event-Data-Standard/MEDS-DEV#280 · Filter by author mmcdermott opened on May 8, 2026
  1

• Seperate data preprocessing from training/inference

  Medical-Event-Data-Standard/MEDS-DEV#270 · Filter by author rvandewater opened on Nov 26, 2025

• OSError: [Errno 122] Disk quota exceeded

  Medical-Event-Data-Standard/MEDS-DEV#266 · Filter by author rvandewater opened on Oct 26, 2025
  3

• Unit conversion with the existing tasks

  DatasetsTasks
  Medical-Event-Data-Standard/MEDS-DEV#265 · Filter by author rvandewater opened on Oct 23, 2025
  3

• [Model] Add the model CEHR-XGPT

  Models
  Medical-Event-Data-Standard/MEDS-DEV#247 · Filter by author ChaoPang opened on Sep 29, 2025
  

• Track computational resource usage during model run

  Medical-Event-Data-Standard/MEDS-DEV#246 · Filter by author mmcdermott opened on Sep 26, 2025

• Should we rename "Models" "Algorithms"? Or "Model Training Recipes"?

  Medical-Event-Data-Standard/MEDS-DEV#244 · Filter by author mmcdermott opened on Sep 24, 2025
  5

• Abnormal Lab Tasks permit 100% accuracy

  priority:highTasks
  Medical-Event-Data-Standard/MEDS-DEV#237 · Filter by author mmcdermott opened on May 30, 2025
  15

  

• CEHRBERT Error

  CEHR-BERTpriority:medium
  Medical-Event-Data-Standard/MEDS-DEV#213 · Filter by author mmcdermott opened on May 30, 2025
  

• MEDS-DEV Results should track dataset metadata (e.g., versions)

  enhancementgood first issuepriority:highResults storage and tracking
  Medical-Event-Data-Standard/MEDS-DEV#206 · Filter by author mmcdermott opened on Mar 26, 2025

• [Model] Add the model CORE-BEHRT

  BLOCKEDenhancementhelp wantedModelspriority:medium
  Medical-Event-Data-Standard/MEDS-DEV#205 · Filter by author mmcdermott opened on Mar 21, 2025
  1

• We should support evaluation-only mode for pre-trained models distributed with weights

  enhancementExperimental APIhelp wantedModelspriority:mediumUsability/Interface
  Medical-Event-Data-Standard/MEDS-DEV#204 · Filter by author mmcdermott opened on Mar 14, 2025

• Evaluation should store output in a file, not a directory, and hydra logging should simply be disabled.

  BLOCKEDCode Cleanliness/Tech Debtenhancementpriority:low
  Medical-Event-Data-Standard/MEDS-DEV#191 · Filter by author mmcdermott opened on Mar 12, 2025

• Further improvements to abnormal_lab tasks.

  enhancementhelp wantedpriority:criticalTasks
  Medical-Event-Data-Standard/MEDS-DEV#185 · Filter by author mmcdermott opened on Mar 11, 2025
  7

  

• We should add some ED related tasks to leverage MIMIC-IV's ED data.

  enhancementpriority:highTasks
  Medical-Event-Data-Standard/MEDS-DEV#184 · Filter by author mmcdermott opened on Mar 11, 2025