dermatology
There are 2 repositories under dermatology topic.
ptschandl / HAM10000_dataset
Tools for workup of the HAM10000 dataset
Language:Python 70suinleelab / MONET
Transparent medical image AI via an image–text foundation model grounded in medical literature
Language:Python 23mertyildiran / Dermatron
Dermatology focused medical records software, augmented with computer vision and artificial intelligence [Meteor packaged with Electron]
Language:JavaScript 21tcxxxx / DermNet-images-crawler
Web crawler for DermNet (http://www.dermnet.com/) - one of the greatest data resources for skin diseases.
Language:Python 19mmu-dermatology-research / isic_duplicate_removal_strategy
Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.
Language:Python 18wanghsinwei / isic-2019
ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection
Language:HTML 17arezou-pakzad / CIRCLe
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions
Language:Python 15Legit-Health / ASCORAD
Official development code of the Automatic Scoring of Atopic Dermatitis (ASCORAD) by Legit.Health 🩺🤖
Language:Python 15pbevan1 / Detecting-Melanoma-Fairly
Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'
cnndeep-learningconvolutional-neural-networksdebiasingdermatologydomain-adaptationmelanoma-classificationmelanoma-detectionunlearningconfusion-lossdebiasing-neural-networksgradient-reversalgradient-reversal-layerlearning-not-to-learnpytorchturning-a-blind-eyevaevariational-autoencoderdb-vaeskin-tone-detectionLanguage:Python 13sfu-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.
Language:Jupyter Notebook 13Thomasbehan / SkinVestigatorAI
SkinVestigatorAI is an open-source project for deep learning-based skin lesion detection. It aims to create a reliable tool and foster community involvement in critical AI problems. Contributions are welcome!
Language:Python 11sancarlim / decentralizedAI_dermatology
Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower
Language:Python 10- skinmesh
dermatologist / skinmesh
skinmesh: Machine learning for facial analysis
Language:JavaScript 8 Kedro pipelines for preprocessing images for TensorFlow.
Language:Python 5Official implementation of the clinical knowledge unification method for the development of the Automatic Urticaria Activity Score (AUAS) by Legit.Health 🩺🤖
Language:Python 5Mindinventory / Passio-Classifier-Hackathon-Android
Passio Classifier Hackathon-Android
Language:Kotlin 5Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
Language:Python 5- lesion-mapper
:pill: LesionMapper is a tool and a method for standardized mapping of lesions in Dermatology.
Language:Vue 4 An openMRS module for dermatology to map lesions on a body image. Video: https://youtu.be/wy5JPX6AWoM
Language:JavaScript 4gitUmaru / skin-color-estimation
An implementation of two academic papers on determining skin colour pixels of images. Used to determine individual typology angle (ITA).
Language:MATLAB 4Source code and experiments for the paper: "Dark Corner on Skin Lesion Image Dataset: Does it matter?"
Language:Jupyter Notebook 4ogemarques / gan-skin-matlab
Example of how to use MATLAB to generate synthetic images of skin lesions.
Prototype Flutter App to consume SkinHelpDesk.com APIs for cosmetic dermatology.
Language:Dart 3gcastro-98 / synthetic-medical-images
Using a GAN to synthetically generate medical images for DL purposes
Language:Python 3CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. Mirror of https://github.com/arezou-pakzad/CIRCLe
Language:Python 3- Language:Jupyter Notebook 3
UoD-CVIP / Selective_Dermatology
Robust Selective Classification of Skin Lesions with Asymmetric Costs
Language:Python 3AparGarg99 / Melanoma-Detection-System
Automated classification system based on deep learning to predict the presence of melanoma skin cancer.
Language:HTML 2kalilamali / Decision-support-in-dermatology
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).
Language:Python 2- Language:Jupyter Notebook 2
Calibration of Deep Medical Image Classifiers: An Empirical Comparison using Dermatology and Histopathology Datasets
Language:Python 2EdAlita / melanoma_deep_learning
Melanoma Deep Learning Project: Leveraging the power of deep learning for the detection and analysis of melanoma in medical images. This repository features Python and Jupyter Notebook resources aimed at advancing dermatological diagnostics through artificial intelligence
Language:Jupyter Notebook 1This repository contains experiments using different XAI methods and ISIC2020 dataset.
Language:Jupyter Notebook 1Tanaya-27 / pharmaceutical-CRM-system
My implementation of a Customer Relationship Managegement (CRM) system, based around a startup pharmaceutical company that centres around dermatology. The system involves CRM as well as graphical sales figures (graphs, top ten sellers/buyers) built from the client's input data.
Language:C# 1VafaeeLab / Dermatology-ML
Following repository demonstrates machine learning architectures that can correctly classify lesions between LM and AMH. Overall, our methods showcase the potential for computer-aided diagnosis in dermatology, which, in conjunction with remote acquisition can expand the range of diagnostic tools in the community. This code is implemented using Keras and Tensorflow frameworks.
Language:Python 1
