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42 repositories

awesome-skin-image-analysis-datasets
Public
Datasets for skin image analysis
machine-learning deep-learning datasets
machine-learning deep-learning datasets medical-image-analysis melanoma skin-lesion-classification skin-lesion-segmentation dataset-collection
MIT License
•8•55•0•3•Updated Jun 23, 2026Jun 23, 2026
.github
Public
0•0•0•0•Updated Jun 18, 2026Jun 18, 2026
QG-SSL
Public
[MICCAI '26 Early Accept] Quality-Guided Semi-Supervised Learning for Medical Image Segmentation
deep-learning pytorch medical-imaging
deep-learning pytorch medical-imaging semi-supervised-learning image-segmentation medical-image-segmentation colonoscopy medical-ai dermatology-ai
Python
•
MIT License
•0•6•1•0•Updated Jun 4, 2026Jun 4, 2026
IMAplusplus
Public
Python
•
Apache License 2.0
•0•7•1•0•Updated Mar 7, 2026Mar 7, 2026
skin-IAV
Public
[MICCAI ISIC 2025 Oral] Inter-Annotator Variability in Skin Lesion Segmentation
Python
•
MIT License
•0•0•0•0•Updated Oct 17, 2025Oct 17, 2025
LesionElevation
Public
[MICCAI ISIC 2024 Oral] Lesion Elevation Prediction from Skin Images Improves Diagnosis
Python
•
MIT License
•0•4•0•0•Updated Oct 17, 2025Oct 17, 2025
Corrected-Skin-Image-Datasets
Public
Mirror of https://github.com/kakumarabhishek/Corrected-Skin-Image-Datasets.
Jupyter Notebook
•
Apache License 2.0
•0•0•0•0•Updated Feb 13, 2025Feb 13, 2025
awesome-ai-for-health-journals
Public
GNU Affero General Public License v3.0
•0•1•0•0•Updated Jan 27, 2025Jan 27, 2025
PET-Disentangler
Public
[ISBI '25 Best Paper] Disentangled PET Lesion Segmentation
pytorch segmentation medical-image-processing
pytorch segmentation medical-image-processing encoder-decoder positron-emission-tomography disentangled-representations medical-image-segmentation isbi segmentation-models 3d-medical-images
Python
•0•1•0•0•Updated Dec 20, 2024Dec 20, 2024
SubPrecisionContactDetection.jl
Public
A Julia package to detect contacts below the precision of a superresolution microscope between 2 subcellular organelles in 2-channel superresolution (STED) micr…
julia contact interaction
julia contact interaction superresolution sted-microscopy subprecision
Julia
•
GNU Affero General Public License v3.0
•0•1•0•0•Updated Sep 19, 2024Sep 19, 2024
AFreeCA
Public
Python
•
Other
•0•0•0•0•Updated Sep 4, 2024Sep 4, 2024
StyleSeg
Public
[MICCAI ISIC 2024] Code for "Segmentation Style Discovery: Application to Skin Lesion Images"
MIT License
•0•5•0•0•Updated Jul 30, 2024Jul 30, 2024
DermSynth3D
Public
Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synt…
medical-imaging body-parser synthesis
medical-imaging body-parser synthesis deeplearning skin-segmentation dermatology 3d-graphics image-blending synthetic-dataset-generation skin-images
Jupyter Notebook
•
GNU Affero General Public License v3.0
•4•30•0•0•Updated Jul 28, 2024Jul 28, 2024
nERdy
Public
This repository provides code for training, inference of endoplasmic reticulum segmentation method nERdy+, and the analysis of the dynamics presented in the pap…
Python
•
GNU Affero General Public License v3.0
•0•0•0•0•Updated Jul 19, 2024Jul 19, 2024
TreeDiffusion
Public
Official Code for "Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields"
tree-structure vessel-segmentation occupancy-modeling
tree-structure vessel-segmentation occupancy-modeling neural-fields implicit-surfaces diffusion-models vasculature implicit-neural-representation miccai2024
Python
•
MIT License
•0•2•0•0•Updated Jul 4, 2024Jul 4, 2024
VascuSynth
Public
VascuSynth is short for Vascular Synthesizer: An algorithm and accompanying software for synthesizing vascular or other tubular, tree-like structures
C++
•
Apache License 2.0
•2•13•1•0•Updated Apr 10, 2024Apr 10, 2024
MaskTune
Public
Code supporting our NeurIPS paper MaskTune: Mitigating Spurious Correlations by Forcing to Explore
Python
•0•0•0•0•Updated Apr 10, 2024Apr 10, 2024
DEEMD
Public
Treatment efficacy estimation based on microscopy images on RxRx19a
Python
•0•0•0•0•Updated Oct 18, 2023Oct 18, 2023
SYRAC
Public
Synthesize, Rank, Count; A Method for unsupervised crowd counting using latent diffusion models
Python
•
Other
•0•1•1•0•Updated Oct 6, 2023Oct 6, 2023
FuseNet
Public
Repository for our deep multi-frequency fusion paper in DOT imaging.
frequency deep-learning cancer
frequency deep-learning cancer fusion direct-imaging medical-image-analysis diffuse-optical-tomography
Python
•
GNU Affero General Public License v3.0
•0•5•0•0•Updated Oct 4, 2023Oct 4, 2023
DOTNet
Public
Addresses the problem of reconstructing images acquired by diffuse optical tomography using deep learning.
deep-learning image-reconstruction probe
deep-learning image-reconstruction probe breast-cancer early-detection diffuse-optical-tomography
Python
•
MIT License
•0•3•0•0•Updated Oct 4, 2023Oct 4, 2023
LADOTNet
Public
Repository for our limited angle deep learning based DOT image reconstruction
deep-learning image-reconstruction probe
deep-learning image-reconstruction probe artifacts transfer-learning breast-cancer diffuse-optical-tomography
Python
•
GNU Affero General Public License v3.0
•0•1•0•0•Updated Oct 4, 2023Oct 4, 2023
MultiNet
Public
Repository for our deep multitask paper in DOT imaging.
real-time localization deep-learning
real-time localization deep-learning cancer image-reconstruction probe breast-cancer multitask-learning lesion-detection reconstruction-algorithm
Python
•
GNU Affero General Public License v3.0
•0•1•0•0•Updated Oct 4, 2023Oct 4, 2023
SLiMe
Public
Segment-Like-Me: 1-shot image segmentation using Stable Diffusion
python pytorch image-segmentation
python pytorch image-segmentation self-attention few-shot-segmentation cross-attention stable-diffusion 1-shot-segmentation was-attention
Python
•0•2•0•0•Updated Sep 27, 2023Sep 27, 2023
skin3d
Public
Mirror of https://github.com/jeremykawahara/skin3d
Jupyter Notebook
•
Other
•0•1•0•0•Updated Jul 31, 2023Jul 31, 2023
IDE-tips-tricks
Public
Gist to collect urls/tips/tricks/configs for setup of IDEs (VSCode, vi, neovim, cgpt, copilot, ...)
MIT License
•1•0•0•0•Updated Jul 4, 2023Jul 4, 2023
skin-lesion-segmentation-survey
Public
deep-learning segmentation dermatology
deep-learning segmentation dermatology medical-image-analysis skin-lesion skin-lesion-segmentation
MIT License
•0•4•0•0•Updated Jun 16, 2023Jun 16, 2023
DataCurator.jl
Public
A scalable Julia package to transparently validate and transform large biomedical datasets using human readable recipes that are translated to machine verifiab…
Julia
•
GNU Affero General Public License v3.0
•0•0•0•0•Updated Jun 12, 2023Jun 12, 2023
Rank2Count
Public
The official repository for the paper "Learning-to-Count by Learning-to-Rank", accepted as an oral presentation at CRV2023
Jupyter Notebook
•
GNU Affero General Public License v3.0
•0•2•0•0•Updated May 13, 2023May 13, 2023
CIRCLe
Public
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. Mirror of https://github.com/arezou-pakzad/CIRCLe
gan classification representation-learning
gan classification representation-learning dermatology fairness-ai skin-lesion-classification fairness-ml bias-mitigation skin-type-bias
Python
•
GNU Affero General Public License v3.0
•2•3•0•0•Updated Apr 18, 2023Apr 18, 2023

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SFU Medical Image Analysis Lab

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All

42 repositories

awesome-skin-image-analysis-datasets

.github

QG-SSL

IMAplusplus

skin-IAV

LesionElevation

Corrected-Skin-Image-Datasets

awesome-ai-for-health-journals

PET-Disentangler

SubPrecisionContactDetection.jl

AFreeCA

StyleSeg

DermSynth3D

nERdy

TreeDiffusion

VascuSynth

MaskTune

DEEMD

SYRAC

FuseNet

DOTNet

LADOTNet

MultiNet

SLiMe

skin3d

IDE-tips-tricks

skin-lesion-segmentation-survey

DataCurator.jl

Rank2Count

CIRCLe

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Repositories list

42 repositories