Digital-Dermatology repositories

19 repositories

SkinLex
Public
Multi-Dataset Diagnostic Utility of Clinical Visual Concepts - ISIC 2026
0•0•0•0•Updated Aug 25, 2026Aug 25, 2026
embedding-atlas
Public
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and met…
Svelte
•
MIT License
•324•1•0•0•Updated Aug 12, 2026Aug 12, 2026
core
Public
Includes many helpful things for our projects.
Python
•0•0•0•0•Updated Aug 6, 2026Aug 6, 2026
skinmap-code
Public
Code for the paper: "A Global Atlas of Digital Dermatology to Map Innovation and Disparities"
medical-imaging dermatology dermatology-foundation
medical-imaging dermatology dermatology-foundation
Python
•
Apache License 2.0
•0•0•0•0•Updated Jul 20, 2026Jul 20, 2026
SelfClean
Public
[NeurIPS 2024] 🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors.
machine-learning deep-learning data-cleaning
machine-learning deep-learning data-cleaning data-curation self-supervised-learning data-centric-ai neurips-2024
Python
•
Other
•2•38•0•0•Updated Apr 28, 2026Apr 28, 2026
data-cleaning-tutorial
Public
Data Cleaning Tutorial - Website
0•2•0•0•Updated Apr 8, 2026Apr 8, 2026
data-cleaning-hands-on
Public
Data Cleaning Tutorial - Hands On
Jupyter Notebook
•
Other
•0•6•0•0•Updated Apr 8, 2026Apr 8, 2026
SelfClean-Revised-Benchmarks
Public
[ML4H 2023] 🧼🔎 SelfClean revised versions of benchmark datasets for more reliable performance estimation.
benchmarks data-cleaning data-quality
benchmarks data-cleaning data-quality data-quality-assessment data-centric-ai
Apache License 2.0
•0•10•0•0•Updated Dec 3, 2025Dec 3, 2025
CleanPatrick
Public
CleanPatrick is a large-scale, real-world image data-cleaning benchmark with 496,377 binary annotations from 933 medical crowd workers for ranking off-topic, ne…
Python
•0•3•0•0•Updated May 16, 2025May 16, 2025
PASSION-Evaluation
Public
Evaluation for the PASSION dataset.
Python
•
Other
•2•3•1•2•Updated Feb 18, 2025Feb 18, 2025
hyperbolic-learning-tutorial
Public
Website for the Hyperbolic Learning in Action Tutorial
JavaScript
•
MIT License
•1•0•0•0•Updated Feb 14, 2025Feb 14, 2025
hyperbolic-learning-tutorial-code
Public
Code for the tutorial "Hyperbolic Learning in Action" at AMLD 2025
Jupyter Notebook
•
MIT License
•1•1•0•0•Updated Feb 13, 2025Feb 13, 2025
skin_ontology_tool
Public
Ontology tools for dermatology datasets
Python
•
MIT License
•0•0•0•0•Updated Jan 17, 2025Jan 17, 2025
self-supervised-dermatology
Public
Codebase for the Paper "Towards Small-Scale Foundation Models for Digital Dermatology" (ML4H'24)
Python
•0•1•0•0•Updated Nov 8, 2024Nov 8, 2024
PASSION_project
Public
Repository for the PASSION project
ai dermatology
ai dermatology
Jupyter Notebook
•0•4•0•0•Updated Nov 6, 2024Nov 6, 2024
SelfClean-Evaluation
Public
Evaluation for the Paper "Intrinsic Self-Supervision for Data Quality Audits" (NeurIPS'24)
Python
•0•0•0•0•Updated Oct 15, 2024Oct 15, 2024
LS
Public
Python
•0•0•0•0•Updated Jul 16, 2024Jul 16, 2024
PASSION_verification_tool
Public
Tool to verify PASSION datsaets images and labels.
Python
•0•0•0•0•Updated Jun 21, 2024Jun 21, 2024
t-loss
Public
Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)
pytorch medical-imaging image-segmentation
pytorch medical-imaging image-segmentation medical-image-analysis miccai2023 robust-segmentation t-loss tloss
Python
•
Apache License 2.0
•6•61•4•0•Updated Oct 29, 2023Oct 29, 2023

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Digital Dermatology

All

19 repositories

SkinLex

embedding-atlas

core

skinmap-code

SelfClean

data-cleaning-tutorial

data-cleaning-hands-on

SelfClean-Revised-Benchmarks

CleanPatrick

PASSION-Evaluation

hyperbolic-learning-tutorial

hyperbolic-learning-tutorial-code

skin_ontology_tool

self-supervised-dermatology

PASSION_project

SelfClean-Evaluation

LS

PASSION_verification_tool

t-loss

Repositories list

19 repositories