[ECCV ISIC Workshop 2022 (best paper)] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implementation)
☆16Apr 20, 2023Updated 3 years ago
Alternatives and similar repositories for FairDisCo
Users that are interested in FairDisCo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆13Oct 30, 2024Updated last year
- Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorea…☆30Jul 28, 2024Updated last year
- This streaming simulator workload continuously generates fake patient records and writes to Google Cloud FHIR Store.☆13May 25, 2022Updated 4 years ago
- Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESP…☆11Dec 12, 2023Updated 2 years ago
- This is the official repository of the following paper: "Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis"…☆10Jan 4, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- CirrMRI600+: Large Scale MRI Collection and Segmentation of Cirrhotic Liver☆24May 7, 2025Updated last year
- [MICCAI ISIC Workshop 2023 (best paper)] AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets (an official impl…☆24Jan 12, 2024Updated 2 years ago
- CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions☆19Apr 17, 2023Updated 3 years ago
- This is the code for the MICCAI 2021 paper Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.☆28Aug 17, 2021Updated 4 years ago
- A framework to optimize Parameter-Efficient Fine-Tuning for Fairness in Medical Image Analysis☆12Feb 29, 2024Updated 2 years ago
- [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆21Mar 28, 2025Updated last year
- Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'☆18Jun 22, 2022Updated 3 years ago
- BioMedIA's poster templates used for conferences☆10Jun 12, 2019Updated 7 years ago
- [IEEE TMI 2024] GC2: Generalizable Continual Classification of Medical Images☆10Jun 4, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This repository is meant to serve as a record of my code for solving informatics problems. 📝☆11Feb 24, 2026Updated 3 months ago
- Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segment…☆13Apr 29, 2024Updated 2 years ago
- Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", IEEE CVPRW 2023.☆18Dec 13, 2024Updated last year
- Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)☆21Oct 11, 2021Updated 4 years ago
- Trip/activity delimiting tool for Itinerum travel survey app☆11Mar 18, 2019Updated 7 years ago
- Code for paper: Fairness by "Where": A Statistically-Robust and Model-Agnostic Bi-Level Learning Framework. AAAI 2022.☆15Nov 16, 2022Updated 3 years ago
- [MedIA'25] Learning multi-modal representations by watching hundreds of surgical video lectures☆81Sep 14, 2025Updated 9 months ago
- ☆120Mar 10, 2026Updated 3 months ago
- Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning☆61Mar 17, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fast, gpu-accelerated distance transforms☆15Mar 7, 2025Updated last year
- [CVPR 2025] Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Im…☆38Jun 23, 2025Updated 11 months ago
- Round Table Framework for TQA☆13Aug 27, 2024Updated last year
- Maximal Mutual Information (MMI) Tagger☆26Jun 6, 2019Updated 7 years ago
- [MICCAI 2023, top 14%] Official repository of paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning☆18Aug 2, 2025Updated 10 months ago
- The source code of FedDis☆21Jun 3, 2022Updated 4 years ago
- Sparse Boolean linear algebra for Nvidia Cuda, OpenCL and CPU computations☆16Aug 19, 2022Updated 3 years ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆23Aug 8, 2025Updated 10 months ago
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆24Feb 15, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repository for vLume releases and changes☆11Oct 12, 2020Updated 5 years ago
- ☆13Sep 29, 2020Updated 5 years ago
- Research tools☆11Mar 23, 2019Updated 7 years ago
- Incomplete Multi-view Clustering via Diffusion Contrastive Generation☆30Mar 22, 2026Updated 2 months ago
- Python library for talking to Apollo API☆10Jan 31, 2024Updated 2 years ago
- ☆129May 8, 2024Updated 2 years ago
- [ICLR 2021] Zero-shot Synthesis with Group-Supervised Learning☆74Apr 23, 2021Updated 5 years ago