aperivue/medsci-skills · skills/architecture-zoo/SKILL.md

architecture-zoo skillA

Choose a model architecture for a medical-imaging research question before scaffolding. Maps the task (classification, segmentation, detection, transfer), modality and dimensionality, labelled-data scale, and class imbalance to a shortlist of architectures, each grounded in its source paper with a when-to-use, a medical-imaging use, a reference implementation, the typical validation setup, and the matching model-scaffold template. Covers the foundational curriculum (ResNet, DenseNet, EfficientNe

Latest version
mdr add aperivue/medsci-skills/architecture-zoo@git:20260725.4a66293
Exact content
mdr add aperivue/medsci-skills/architecture-zoo@sha256:0fc0139c83914bf1
Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wrencagzhnzfkisc.svg)](https://markdownregistry.com/a/art_wrencagzhnzfkisc)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260725.4a66293 latest2026-07-25 4a66293 6,692 BA view · diff
git:20260725.12755d72026-07-25 12755d7 6,486 BA view · diff
git:20260725.58283ba2026-07-25 58283ba 6,381 BA view · diff
git:20260704.b2b6e422026-07-04 b2b6e42 6,094 BA view · diff
git:20260628.244e4152026-06-28 244e415 5,712 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

aperivue/medsci-skills · 283 stars · license MIT · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wrencagzhnzfkisc
GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/architecture-zoo
GET https://markdownregistry.com/api/v1/blob/0fc0139c83914bf10a705cef72a3e8db7ee68ba40966128d318ee46ba240e560