Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: dermatology

Repositories

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!

Language: Python - Size: 13.9 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 12 - Forks: 2

semnan-university-ai/dermatology 📦

Dermatology Data Set

Language: HTML - Size: 203 KB - Last synced: 17 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

kakumarabhishek/Corrected-Skin-Image-Datasets

Data and code for our analysis of DermaMNIST (MedMNIST), HAM10000, and Fitzpatrick17k datasets

Language: Jupyter Notebook - Size: 815 MB - Last synced: 24 days ago - Pushed: 25 days ago - Stars: 1 - Forks: 0

suinleelab/MONET

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

Language: Python - Size: 16 MB - Last synced: 24 days ago - Pushed: 28 days ago - Stars: 25 - Forks: 2

kalilamali/SKINdx

A local app that runs in your browser based on a deep learning system that can classify an image in 2 ways: Binary classification of skin vs. non-skin. 304 disease categories.

Language: Python - Size: 24.4 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

kalilamali/isic_2019

Skin lesion classifier for the ISIC 2019 challenge using Python and PyTorch.

Language: Python - Size: 59.2 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 287 MB - Last synced: 16 days ago - Pushed: about 2 months ago - Stars: 13 - Forks: 3

sps41/Dr-Stephen-Smith-CV

Size: 2.09 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

whria78/modelderm

Online API for Classifying Skin Diseases

Language: Python - Size: 4.59 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

UoD-CVIP/Selective_Dermatology

Robust Selective Classification of Skin Lesions with Asymmetric Costs

Language: Python - Size: 7.4 MB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 0

Legit-Health/ASCORAD

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

Language: Python - Size: 3.06 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 15 - Forks: 1

EdAlita/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 - Size: 17.8 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

dvdbisong/ai-in-dermatology

Ranked classification of lesions in skin of color with deep neural networks using transfer learning and patch transformation with computer vision and GANs

Language: Jupyter Notebook - Size: 1.9 GB - Last synced: 6 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

discourses/derma

Dermatoscopic Image Classification: Exploring the classification of cancerous & pre-cancerous lesions.

Language: Python - Size: 1.54 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

tcxxxx/DermNet-images-crawler

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

Language: Python - Size: 20.5 KB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 15 - Forks: 7

philsf-biostat/SAR-2019-002-FC

Análise epidemiológica de pacientes com vitiligo com os instrumentos de Qualidade de Vida DLQI e VitiQoL

Language: R - Size: 1.39 MB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Legit-Health/AUAS

Official implementation of the clinical knowledge unification method for the development of the Automatic Urticaria Activity Score (AUAS) by Legit.Health 🩺🤖

Language: Python - Size: 1.16 MB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 5 - Forks: 0

optmed/CompactFluorescenceCam

Software and design files for "Ultracompact fluorescence smartphone attachment using built-in optics for protoporphyrin-IX quantification in skin" by Brady Hunt, Samuel S. Streeter, Alberto J. Ruiz, and Brian W. Pogue.

Language: Swift - Size: 2.61 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

ptschandl/HAM10000_dataset

Tools for workup of the HAM10000 dataset

Language: Python - Size: 58.4 MB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 63 - Forks: 22

Rajsoni03/DeMe-Net

A CNN architecture to Diagnosis of Dermatology Melanoma Skin Cancer using parallel convolution.

Language: Jupyter Notebook - Size: 1.27 MB - Last synced: 8 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

ogemarques/gan-skin-matlab

Example of how to use MATLAB to generate synthetic images of skin lesions.

Size: 581 MB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 1

mdteheran/Dermatomycosis_visits_done_over_10_years_in_Colombia.

his study analyzed 10-year dermatomycosis visit frequency and associated sociodemographic features to assess disease pattern and trend.

Language: R - Size: 2.93 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Tanaya-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# - Size: 2.35 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

mathigatti/SkinCancerTraining Fork of nurinfazil/Trivia-Quiz

Learn to differentiate moles from skin cancer with this online quiz.

Language: JavaScript - Size: 313 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

sfu-mial/CIRCLe

CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. Mirrror of https://github.com/arezou-pakzad/CIRCLe

Language: Python - Size: 363 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

discourses/dermatology

Dermatoscopic Image Classification: A repository of a set of ISIC (International Skin Imaging Collaboration) dermatoscopic images.

Size: 14 GB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

gcastro-98/synthetic-medical-images

Using a GAN to synthetically generate medical images for DL purposes

Language: Python - Size: 11.5 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 184 KB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 12 - Forks: 2

mmu-dermatology-research/dark_corner_artifact_removal

This repository contains code and experiments created for dark corner artifact removal on skin lesion datasets such as ISIC.

Language: Jupyter Notebook - Size: 14.1 MB - Last synced: 11 months ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

Tejarsha-Arigila/Dermatology-Data-Classifier

Language: Jupyter Notebook - Size: 7.81 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

kalilamali/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 - Size: 113 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

UoD-CVIP/Medical_Calibration

Calibration of Deep Medical Image Classifiers: An Empirical Comparison using Dermatology and Histopathology Datasets

Language: Python - Size: 50.5 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

Mindinventory/Passio-Classifier-Hackathon-Android

Passio Classifier Hackathon-Android

Language: Kotlin - Size: 56.6 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

FarisGJD/skincared

SkinCared is a B2C, E-commerce web application that specialises in the procurement and selling of the worlds finest Eastern & Western skincare brands.

Language: HTML - Size: 19.8 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

pbevan1/Skin-Deep-Unlearning

Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

Language: Python - Size: 79.6 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 2

dermatologist/skinmesh

skinmesh: Machine learning for facial analysis

Language: JavaScript - Size: 798 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 2

AparGarg99/Melanoma-Detection-System

Automated classification system based on deep learning to predict the presence of melanoma skin cancer.

Language: HTML - Size: 20.8 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 2 - Forks: 1

sancarlim/decentralizedAI_dermatology

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

Language: Python - Size: 113 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 3

dermatologist/kedro-tf-image

Kedro pipelines for preprocessing images for TensorFlow.

Language: Python - Size: 132 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 2

gitUmaru/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 - Size: 4.72 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

pbevan1/Detecting-Melanoma-Fairly

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

Language: Python - Size: 7.08 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 3

caitlinruble/Skin-Cancer-Image-Detection

Can deep learning help the everyday user know whether a mole is normal, or whether they should really get that checked out? This project leverages FastAI's ability to fine-tune pre-trained models to create an image classification model capable of distinguishing malignant skin lesions from benign.

Language: Jupyter Notebook - Size: 650 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

wanghsinwei/isic-2019

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

Language: HTML - Size: 5.49 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 14 - Forks: 6

Legit-Health/dapi-sdk-symfony-bundle

Symfony bundle for integrate with the Dermatology API

Language: PHP - Size: 70.3 KB - Last synced: 18 days ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Legit-Health/dapi-sdk-php

PHP SDK for integrate with the Dermatology API

Language: PHP - Size: 4.08 MB - Last synced: 17 days ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

VafaeeLab/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 - Size: 48.9 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

sivaramakrishnan-rajaraman/A-Comprehensive-Machine-Learning-Code-for-Dermal-Image-Classification

Language: Jupyter Notebook - Size: 999 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

HuihuangLiu001/DSEI210-Final-Project--Skinjob

Skin cancer misdiagnosis by dermatologists is not uncommon. 25-33% of the skin cancers are incorrectly diagnosed as eczema or another less serious disease. The overall goal is to design and implement an application that can effectively classify whether a patient developed skin cancer based on photographs of skin lesions on dermatologic slides.

Language: Jupyter Notebook - Size: 25.8 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 2

Related Keywords

dermatology 63 deep-learning 14 skin-cancer 13 machine-learning 11 image-processing 9 classification 9 python 9 pytorch 8 medical-imaging 6 melanoma-detection 5 melanoma-classification 4 melanoma 4 cnn 4 healthcare 4 cancer 4 ai 4 tensorflow 3 convolutional-neural-networks 3 healthcare-application 3 lesions 3 artificial-neural-networks 3 isic 3 isic-2019 3 skin 3 openmrs 3 dermatological-analyses 3 research 2 learning-not-to-learn 2 skin-tumors 2 cv 2 gradient-reversal-layer 2 gradient-reversal 2 medical 2 domain-adaptation 2 synthetic-dataset-generation 2 debiasing-neural-networks 2 php 2 dermatologist 2 automatic 2 medical-image-processing 2 turning-a-blind-eye 2 medical-image-analysis 2 computer-vision 2 deep-neural-networks 2 unlearning 2 gan 2 keras 2 hacktoberfest 2 lesion-analysis 2 lesion-detection 2 neural-network 2 decision-tree 2 ml 2 isic-challenge 2 tumor 2 isic-2020 2 computer-aided-diagnosis 2 isic-2018 2 isic-2017 2 multilayer-perceptron-network 2 isic-2016 2 imagej 2 dicom 2 artificial-intelligence 2 openmrs-module 2 debiasing 2 deeplearning 2 lesion-segmentation 2 skin-lesion-classification 2 confusion-loss 2 tensorflow2 1 dermat-ai 1 kedro 1 decentralized 1 react 1 mindinventory 1 facial-landmarks 1 passio 1 cosmetics 1 domain-generalization 1 wellbeing 1 skincare 1 health 1 icml 1 icml-2022 1 ecommerce 1 passio-mobile-ai-platform 1 color 1 dentistry 1 digital-systems 1 erp 1 schedule 1 web-system 1 cosmetic 1 flutter 1 flutter-examples 1 ehealth 1 derma 1 javascript 1 meteor 1