Fall 2026

Biomedical Image Analysis

BMI/COMPSCI 567 provides a hands-on introduction to biological and medical image analysis, covering formats, segmentation, registration, quantification, and classification.

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

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Recent recorded grades — Spring 2024: 3.91 GPA, 100.0% A/AB (n=17 letter grades); Spring 2025: 3.52 GPA, 65.2% A/AB (n=23 letter grades); Spring 2026: 3.92 GPA, 95.8% A/AB (n=24 letter grades).

Grade history

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average GPA
letter grades
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Prerequisites

Course map

(MATH 320, 340, 341, 345, or 375) and (STAT 511, 541,POP HLTH/​B M I 551,MATH 331,MATH/​STAT 431, 309,STAT 240, 301, 311, 324, 371, or STAT/​F&W ECOL 571, or HORT 571 prior to Spring 2025) or graduate/professional standing

BMI/COMPSCI 567

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Fall 2026

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Meeting source records

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Student experience

the class

Recent recorded grades — Spring 2024: 3.91 GPA, 100.0% A/AB (n=17 letter grades); Spring 2025: 3.52 GPA, 65.2% A/AB (n=23 letter grades); Spring 2026: 3.92 GPA, 95.8% A/AB (n=24 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Medical imaging formats, segmentation, registration, image quantification, and classification.

Skills

  • Medical image analysis, segmentation, registration, quantification, and classification.

Grades

Latest available · Spring 2026— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

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AB
B
BC
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Grades over time

Through Spring 2026

More grade details Grade mix, volume & source data

Not enough comparable courses for Fall 2026 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

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Student reviews

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Grade history

Recorded grade distributions by term, section, and instructor.

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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

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "d09874c5ded425d92f722ef345419d1055eb97018627fdc79335487c36f36fbd",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}