Tools for workup of the HAM10000 dataset
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Mar 14, 2021 - Python
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dermatology
Here are 71 public repositories matching this topic...
Transparent medical image AI via an image–text foundation model grounded in medical literature
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Dec 3, 2024 - Python
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.
medical-imaging body-parser synthesis deeplearning skin-segmentation dermatology 3d-graphics image-blending synthetic-dataset-generation skin-images differentiable-rendering human-body-model lesion-segmentation lesion-detection human-anatomy human-part-segmentation lesion-analysis
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Jul 28, 2024 - Jupyter Notebook
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
Dermatology focused medical records software, augmented with computer vision and artificial intelligence [Meteor packaged with Electron]
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Nov 29, 2016 - JavaScript
ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection
udacity tensorflow keras convolutional-neural-networks transfer-learning dermatology ensemble-model udacity-machine-learning-nanodegree fine-tuning capstone-project melanoma skin-cancer skin-lesion-classification out-of-distribution-detection isic-2019
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Nov 24, 2020 - HTML
Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.
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Nov 18, 2021 - 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
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
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
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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Aug 9, 2024 - Python
Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower
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Jul 6, 2022 - Python
skinmesh: Machine learning for facial analysis
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Mar 18, 2023 - JavaScript
Using a GAN to synthetically generate medical images for DL purposes
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Jun 28, 2023 - Python
A General-Purpose Multimodal Foundation Model for Dermatology
medical-imaging segmentation dermatology multimodality medical-image-analysis self-supervised-learning pre-training medical-ai skin-cancer-diagnosis foundation-model dermatology-foundation
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Nov 23, 2024 - Jupyter Notebook
💊 LesionMapper is a tool and a method for standardized mapping of lesions in Dermatology.
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Feb 3, 2023 - Vue
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
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
Kedro pipelines for preprocessing images for TensorFlow.
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Mar 15, 2023 - Python
Passio Classifier Hackathon-Android
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Apr 10, 2023 - Kotlin
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