Fall 2026

Applied Biomedical Informatics & Real-world Data for Precision Medicine & Population Health

Introduction to biomedical and health informatics concepts, methods, and tools for precision medicine and population health.

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Prerequisites

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Graduate/professional standing

  • Graduate/professional standing
BMI/POPHLTH 694

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  • Graduate/professional standing

Professors

Fall 2026

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Calendar & sections

Fall 2026

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Student experience

the class

Provides an introduction to key concepts, methods, and tools of biomedical and health informatics used in precision medicine and population health, with emphasis on collection, management, and analysis of real-world data.

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Topics

  • Precision medicine and population health
  • Biomedical and health informatics
  • Real-world data

Skills

  • Collection, management, and analysis of real-world data
  • Application of biomedical and health informatics concepts, methods, and tools

Grades

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Sources & history

UW–Madison

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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "7c68cba84dd63188e176f1a9123b58fe163c89cc8be7a6e3583422e730d9b1fb",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}