Medical-Event-Data-Standard / Medical-Event-Data-Standard/MEDS-DEV

We need to improve the initial set of supported tasks

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#142 1 comment 0 reactions 0 assignees View on GitHub

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Blocking External Use documentation enhancement priority:high Tasks
Dominant language
Python
Stars
43
Forks
10
PR merge metrics
No merged PRs in 30d

Description

The current set of tasks has some challenges, both in technical and conceptual realization. This issue tracks some improvements to them, including:

  1. Improving configuration file predicate assignments.
  2. Adding a more robust task specification process and information about each task.
  3. Adding dataset-suitability metadata to tasks.
  4. Refining the set of ICU focused tasks.
  5. Adding additional tasks on other clinical domains.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The issue does not name files, tests, or entry points, and it groups several independent changes involving task predicates, specifications, metadata, and clinical coverage. Start by locating the task definitions and configuration handling in the repository, then establish separate acceptance criteria for each proposed improvement before making changes.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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