Tools for workup of the HAM10000 dataset
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Mar 14, 2021 - Python
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dermatology
Here are 28 public repositories matching this topic...
Transparent medical image AI via an image–text foundation model grounded in medical literature
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Apr 8, 2025 - Python
Web crawler for DermNet (http://www.dermnet.com/) - one of the greatest data resources for skin diseases.
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May 10, 2020 - Python
Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.
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N 10000 ov 18, 2021 - Python
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions
gan classification representation-learning dermatology fairness-ai skin-lesion-classification fairness-ml bias-mitigation skin-type-bias
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Apr 17, 2023 - Python
Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'
deep-learning cnn pytorch vae convolutional-neural-networks dermatology variational-autoencoder domain-adaptation debiasing melanoma-detection unlearning melanoma-classification gradient-reversal-layer debiasing-neural-networks gradient-reversal learning-not-to-learn turning-a-blind-eye confusion-loss db-vae skin-tone-detection
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Jun 22, 2022 - Python
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!
python machine-learning ai deep-learning neural-network cancer tensorflow healthcare dermatology cancer-detection lesion-detection lesions lesion-analysis
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Apr 18, 2025 - Python
Official development code of the Automatic Scoring of Atopic Dermatitis (ASCORAD) by Legit.Health 🩺🤖
assessment automatic official dermatology atopic-dermatitis lesion-segmentation pytoch severity-analysis severity-rating
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Mar 27, 2023 - Python
Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower
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Jul 6, 2022 - Python
Using a GAN to synthetically generate medical images for DL purposes
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Jun 28, 2023 - Python
Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
deep-learning cnn convolutional-neural-networks dermatology icml domain-adaptation debiasing melanoma-detection domain-generalization unlearning melanoma-classification gradient-reversal-layer debiasing-neural-networks gradient-reversal learning-not-to-learn turning-a-blind-eye confusion-loss icml-2022
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Jul 25, 2022 - Python
Kedro pipelines for preprocessing images for TensorFlow.
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Mar 15, 2023 - Python
DermaSwarm is a production-grade multi-agent system designed for dermatologists to collaboratively diagnose and treat skin conditions. Leveraging the power of AI-driven agents, DermaSwarm cross-checks peer-reviewed dermatology research to ensure diagnosis accuracy, generates treatment plans, and outputs results in easy-to-use JSON format.
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Jan 27, 2025 - Python
Official implementation of the clinical knowledge unification method for the development of the Automatic Urticaria Activity Score (AUAS) by Legit.Health 🩺🤖
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Apr 1, 2022 - Python
Dermoscopic Image In-Context Learning (ICL) with GPT4v
dermatology pathology medical-image-analysis gpt-4 in-context-learning prompt-engineering llms dermoscopic-image
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Sep 13, 2024 - Python
Robust Selective Classification of Skin Lesions with Asymmetric Costs
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Aug 19, 2021 - Python
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. Mirror of https://github.com/arezou-pakzad/CIRCLe
gan classification representation-learning dermatology fairness-ai skin-lesion-classification fairness-ml bias-mitigation skin-type-bias
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Apr 18, 2023 - Python
Scripts used in "Deep learning for decision support in dermatology". This work was presented as a M. Sc. Thesis for the Technical University of Denmark (DTU).
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May 10, 2023 - Python
SkinOptics is an open source Python package with tools for building human skin computational models for Monte Carlo simulations of light transport, as well as tools for analyzing simulation outputs. It can also be used for teaching and exploring about Optical Properties and Colorimetry.
skin colorimetry dermatology computational-modeling optical-properties biophotonics biomedical-optics
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Apr 2, 2025 - Python
Train a U-net model for pixel-wise segmentation of facial wrinkles. Based on FFHQ dataset.
skin-segmentation dermatology skincare face-mask-detection u-net-pytorch wrinkle-segmentation wrinkle-detection wrinkles
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Apr 21, 2025 - Python
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