dermatology 开源项目推荐（281 个）

SiyuanYan1 /PanDerm

[Nature Medicine'25] A Multimodal Vision Foundation Model for Clinical Dermatology

suinleelab /MONET

Transparent medical image AI via an image–text foundation model grounded in medical literature

ptschandl /HAM10000_dataset

HAM 10000数据集处理工具

SiyuanYan1 /Derm1M

[ICCV'25 Highlight] Derm1M: A Million‑Scale Vision‑Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology

SiyuanYan1 /DermFM-Zero

Interpretable vision-language foundation model for zero-shot dermatology

sfu-mial /DermSynth3D

Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synthetic dermatalogical data with rich multi-task annotations for various skin-analysis tasks.

micpana /AI-Powered-Skin-Facial-Condition-Diagnosis-Mobile-Application

Cross-platform mobile app that detects facial skin type and conditions using AI. Recommends skincare products based on skin profile and allergies. React Native frontend, Flask backend, MongoDB database, OpenCV face detection, and CNN-based diagnosis. Includes lifestyle and product suggestions.

mmu-dermatology-research /isic_duplicate_removal_strategy

Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.

rmsandu /FFHQ-detect-face-wrinkles

Train a U-net model for pixel-wise segmentation of facial wrinkles. Based on FFHQ dataset.

wanghsinwei /isic-2019

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

tcxxxx /DermNet-images-crawler

Web crawler for DermNet (http://www.dermnet.com/) - one of the greatest data resources for skin diseases.

mertyildiran /Dermatron

Dermatology focused medical records software, augmented with computer vision and artificial intelligence [Meteor packaged with Electron]

Legit-Health /ASCORAD

Official development code of the Automatic Scoring of Atopic Dermatitis (ASCORAD) by Legit.Health 🩺🤖

arezou-pakzad /CIRCLe

CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions

Thomasbehan /LesNet

LesNet (Lesion Net) is an open-source project for AI-based skin lesion detection. It aims to create a reliable tool and foster community involvement in critical AI problems. Contributions are welcome!

pbevan1 /Detecting-Melanoma-Fairly

Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'

sancarlim /decentralizedAI_dermatology

Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower

dermatologist /skinmesh

skinmesh: Machine learning for facial analysis

gcastro-98 /synthetic-medical-images

Using a GAN to synthetically generate medical images for DL purposes

kakumarabhishek /Corrected-Skin-Image-Datasets

Data quality analysis of DermaMNIST (MedMNIST), HAM10000, and Fitzpatrick17k datasets