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GW-HIVE / PredictMod

PredictMod
MIT License
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UI: Distinct User Personas #247

Closed lorikrammer closed 3 months ago

lorikrammer commented 6 months ago

Something like the kaggle home page (learners, developers, researchers). What do we want to emulate from Kaggle, what should we add, or take it away?

Set up another meeting to discuss.

lorikrammer commented 5 months ago

Breakdown of roles based on recent discussions:

Distinct personas: associated with registration on the backend.

  1. Clinician - yes/no, less technical. Some comparative scores.
  2. Researcher - more technical, possible ability to run multiple models and compare, scoring metrics.
  3. Patient - super simple. Potential consensus of models (ie based on 5 models). The clinicians may not want the patients to have so much information.

Figure for AIME Poster: userpersonas_2

pmcneely commented 3 months ago

The 3 categories of user are implemented in the user database, and show slightly different results (clinicians and patients shouldn't see any SHAP output, researchers should). We can discuss details next week.