kwnoh-aivis's starred repositories
WSI-finetuning
This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification'.
tcga-path-reports
TCGA Pathology Reports in Machine Readable Text
benchmark-ssl-pathology
Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
MS-DA-MIL-CNN
Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)
vit-explain
Explainability for Vision Transformers
gnn-model-explainer
gnn explainer
gdc-client
GDC Data Transfer Tool
histocartography
A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.
Mixed_supervision
MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
TIGER_SEG-DET
segmentation and detection methods
scikit-llm
Seamlessly integrate LLMs into scikit-learn.