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B-Yassine88/PathMNIST-XAI-Lightweight-Explainable-CNN-for-Medical-Imaging

39

🔍 Enhance medical imaging with a lightweight CNN model that offers over 91% accuracy and integrated explainability for better clinical trust.

What's novel

🔍 Enhance medical imaging with a lightweight CNN model that offers over 91% accuracy and integrated explainability for better clinical trust.

Score Breakdown

Innovation
3 (25%)
Craft
38 (35%)
Traction
14 (15%)
Scope
36 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+1

Craft

Ci-2
Tests-4
Polish+0
Releases+0
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+3
Commit Consistency+2
Has Dependency Mgmt+0

Traction

Forks+6
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+5
Languages+3
Subsystems+0
Bloat Penalty+0
Completeness+4
Contributors+6
Authored Files+4
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8

Evidence

Commits

13

Contributors

2

Files

8

Active weeks

5

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

1

License

MIT