Alternatives and similar repositories for conditional_ssl_hist

Users that are interested in conditional_ssl_hist are comparing it to the libraries listed below

• HealthML / ContIG
  This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics
  ☆57Updated 3 years ago
• MarvinLer / SparseConvMIL
  Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726
  ☆26Updated 4 years ago
• rajpurkarlab / BenchMD
  ☆86Updated 2 years ago
• histocartography / patho-quant-explainer
  Code for replicating results presented in the paper: "Quantifying Explainers of Graph Neural Networks in Computational Pathology"
  ☆45Updated 4 years ago
• butkej / MIL4Cyto
  Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'
  ☆10Updated 3 years ago
• som-shahlab / INSPECT_public
  INSPECT dataset/benchmark paper, accepted by NeurIPS 2023
  ☆40Updated 5 months ago
• ieee8023 / latentshift
  A method to generate counterfactuals
  ☆12Updated 8 months ago
• jcreinhold / counterfactualms
  counterfactuals for magnetic resonance images of multiple sclerosis
  ☆26Updated 4 years ago
• yfzon / Multi-modal-Multi-instance-Learning
  ☆27Updated 4 years ago
• SBU-BMI / champkit
  Benchmarking toolkit for patch-based histopathology image classification.
  ☆42Updated 2 years ago
• zizhaozhang / distill2
  ☆12Updated 3 years ago
• jamesdolezal / biscuit
  Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding
  ☆30Updated last year
• georg-wolflein / good-features
  Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"
  ☆18Updated last year
• KatherLab / preProcessing
  ☆46Updated 2 years ago
• srinidhiPY / SSL_CR_Histo
  Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…
  ☆60Updated 3 years ago
• NYUMedML / headCT_foundation
  Foundation 3D ViT model for volumetric head CT
  ☆46Updated last month
• Ale9806 / open_clip_with_biomedica
  [CVPR 2025] Custom Open CLIP repo to train biomedical CLIP models
  ☆28Updated 7 months ago
• BiomedSciAI / fuse-med-ml
  A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)
  ☆148Updated 2 months ago
• EIDOSLAB / UNITOPATHO
  Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…
  ☆34Updated 2 years ago
• CAMP-eXplain-AI / Style-CheXplain
  GAN-based method to create counterfactual explanations for chest X-rays
  ☆25Updated 3 weeks ago
• sinai-computational-pathology / SSL_tile_benchmarks
  ☆16Updated 7 months ago
• Boehringer-Ingelheim / anomaly-detection-in-histology
  Learning image representations for anomaly detection: application to discovery of histological alterations in drug development
  ☆21Updated last year
• MLNeurosurg / hidisc
  ☆17Updated 2 years ago
• mengweiren / longitudinal-representation-learning
  ☆18Updated 3 years ago
• CraigMyles / SurGen-Dataset
  SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic Markers
  ☆13Updated 2 weeks ago
• waliens / multitask-dipath
  Implementation of PyTorch-based multi-task pre-trained models
  ☆33Updated 5 years ago
• pranavsinghps1 / CASS
  Official PyTorch implementation of CASS, from the following paper: CASS: Cross Architectural Self-Supervision for Medical Image Analysis…
  ☆21Updated last year
• CityU-AIM-Group / MultiModal-learning
  ☆30Updated 2 years ago
• lunit-io / benchmark-ssl-pathology
  Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
  ☆92Updated 2 years ago
• ilmaro8 / HE_adversarial_CNN
  ☆13Updated 2 years ago