🪂 Healthcare AI

Keith Webster PRO

webstk3

webkunlv

AI & ML interests

The intersection of healthcare and AI, including machine learning and LLM-based tools and solutions.

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updated a Space about 6 hours ago

webstk3/rare-disease-eda

published a Space about 6 hours ago

webstk3/rare-disease-eda

updated a collection about 8 hours ago

MIS 752: AI and Healthcare

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Organizations

webstk3 's Spaces 14

Chest X-Ray Classifier with Grad-CAM Explainability

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Classify chest X‑rays and see attention heatmaps

Rare Disease Data Observatory

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Explore rare disease data and get AI-generated condition summaries

Make It Say No: three validation layers, measured in both directions

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Validate pharmacy counseling requests for safety and scope

The Physical Exam, vision: a skin-lesion classifier audited by Fitzpatrick skin

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Review a skin‑lesion classifier audit by skin type

MIS 752 Lab 8 - Grounded Clinical RAG & Reranking

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Answer clinical questions with reranked document search

Rare Disease Diagnostic Matcher

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Rank rare diseases from symptoms (HPO) - demo

Discharge Nurse Fellowship Audit

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Compare pre‑and post‑fine‑tuned model responses for clinical prompts

Clinical React Agent

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Answer clinical queries using patient charts and reference lookup

Speak the Patient's Language: semantic search vs keyword search

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Search clinical notes using meaning‑based text matching

GP versus the Specialist: a measured model-tier scorecard

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Compare small and specialist models on clinical questions

Lab01 Webstk3

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De-identified patient cohort viewer with a k-anonymity re-id

Lab02 Deid

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MIS 752 Lab 2 - Patient De-Identification Viewer

Webstk3 Lab03 Cost Dashboard

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Visualize healthcare spend concentration with key KPIs

Readmission Viewer Webstk3

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De-identified hospital readmission risk viewer