skin-lesion-classification

ashishpatel26/Skin-Lesions-Detection-Deep-learning

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification on HAM10000 dataset largescale data.

anindox8/Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.

denilgabani/skin-disease-detection-edge

Skin Disease Detection web app predict the skin disease from a single image in less than one second.

mayurmallya/DeepGuide

Deep Multimodal Guidance for Medical Image Classification: https://arxiv.org/pdf/2203.05683.pdf

sfu-mial/awesome-skin-image-analysis-datasets

Datasets for skin image analysis

wanghsinwei/isic-2019

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

arezou-pakzad/CIRCLe

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

sonhamin/dermtools

AI-based localization and classification of skin disease with erythema

niyazed/Dermatology-Image-Classification

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions.

CristianoPatricio/coherent-cbe-skin

Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.

zylbuaa/TFormer

The official implementation of "TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis"

siyi-wind/FairDisCo

[ECCV ISIC Workshop 2022 (best paper)] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implementation)

abhishekrana/isic2018-skin-lesion-classifier-tensorflow

ISIC 2018 - Skin Lesion Classification for Melanoma Detection

anthonyweidai/HierAttn

Official implementation of "Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention"

deveshsangwan/Skin-lesions-classification

This repo includes classifier trained to distinct 7 type of skin lesions

aidotse/stylegan2-ada-pytorch

StyleGAN2-ADA for generation of synthetic skin lesions

biagiom/skin-lesions-classifier

Skin Lesions Classification using Computer Vision and Convolutional Neural Networks

lilianmallardeau/Skin-lesion-classification

Skin lesion classification, using Keras and the ISIC 2020 dataset

peterlipan/MRC_VFC

The souce code of MICCAI'23 paper: Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation

aidotse/multimodal-skin-lesion-classification

Mutlimodality for skin lesions classification

CristianoPatricio/concept-based-interpretability-VLM

Code for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", ISBI 2024 (Oral).

karthik-d/few-shot-dermoscopic-image-analysis

Skin lesion image analysis that draws on meta-learning to improve performance in the low data and imbalanced data regimes.

MathewKouch/transfuser_skin_lesion_classifier

Bi-modal cnn-transformer feature extractor with prototype decision tree classifier for accurate and explainable skin lesion diagnosis.

h-ssiqueira/SkinLesionAI

Notebooks of pre trained models using the HAM10000 dataset

Mukulthakur17/Skin-Pigment-Analysis

Analyzing the human skin pigments to detect the disease which is causing that abnormality in the skin cells.

rjsayskaddu/Skin-Lesion-Classification-Analysis

Skin Lesion Classification Analysis: A Comparative Study

sfu-mial/CIRCLe

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

nevinsehbal/EnTransfer_Skin

A new approach to skin lesion classification with EnTransfer CNN: https://ieeexplore.ieee.org/document/9599051/

ogemarques/matlab-experiment-manager-skin-lesion-classification

Example of how to use MATLAB Experiment Manager to test different classifiers for skin lesion classification using transfer learning.

gurpreetsingh8792/skin-disease-classification

skin disease classification

HussamNujaim/Skin-Vision-Kahoot-App

This VUE app is a Kahoot game to test users in skin lesions (e.g Melanoma)

karthik-d/lesion-characterization-using-cgan

Analysis of the dermoscopic image processing pipeline toward optimally segmenting skin lesion regions and classifying lesion types using adversarial and generative deep learning.

lucaswychan/contrastive-resnet50

Employ contrastive learning to enhance the ResNet-50 performace for skin lesion classification.

mmu-dermatology-research/dca_artifact_removal

Source code for the paper: "Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?"

shahdhairya51/skin-cancer-classification