ing907

ing907's Stars

• iryna-kondr/scikit-llm

  Seamlessly integrate LLMs into scikit-learn.

  Language:Python3.4k3557275

• fahadshamshad/awesome-transformers-in-medical-imaging

  A collection of resources on applications of Transformers in Medical Imaging.

  1.2k195186

• RexYing/gnn-model-explainer

  gnn explainer

  Language:Python8712231173

• jacobgil/vit-explain

  Explainability for Vision Transformers

  Language:Python84762597

• taokz/BiomedGPT

  BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

  Language:Python520195459

• binli123/dsmil-wsi

  DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

  Language:Python36909388

• mahmoodlab/UNI

  Towards a general-purpose foundation model for computational pathology - Nature Medicine

  Language:Jupyter Notebook33473944

• Xiyue-Wang/TransPath

  Language:Python26144735

• BiomedSciAI/histocartography

  A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

  Language:Python24063756

• NCI-GDC/gdc-client

  GDC Data Transfer Tool

  Language:Python14639042

• hrzhang1123/DTFD-MIL

  Language:Python13521821

• aliasgharkhani/SLiMe

  1-shot image segmentation using Stable Diffusion

  Language:Python12541515

• Xiyue-Wang/RetCCL

  Language:Python96388

• takeuchi-lab/MS-DA-MIL-CNN

  Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)

  Language:Python761415

• lunit-io/benchmark-ssl-pathology

  Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets

  751075

• invoker-LL/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'.

  Language:Python7351014

• dazhangyu123/ACMIL

  Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)

  Language:Python592108

• bianhao123/Mixed_supervision

  MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.

  Language:Python531313

• OpenXAIProject/GNNExplainer-Tutorial

  Language:Jupyter Notebook511618

• liupei101/PseMix

  [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification

  Language:Python42373

• smujiang/WSITools

  Tools for whole slide image (WSI) processing. Especially for (pairwise) patch extraction, annotation parsing and data preparation for deep learning purposes.

  Language:Python396212

• tatonetti-lab/tcga-path-reports

  TCGA Pathology Reports in Machine Readable Text

  Language:Python33333

• ThoroughImages/CAMEL

  The colorectal adenoma dataset with image-level labels for weakly supervised learning.

  284109

• histocartography/seg-gini

  SEGmentation using Graphs with Inexact aNd Incomplete labels

  Language:Python22424

• TissueImageAnalytics/iguana

  Interpretable Gland-Graph Networks

  Language:Python19624

• ls1rius/WSI_FiVE

  Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction

  Language:Python18291

• PhilipChicco/FRMIL

  Language:Python16221

• olgarithmics/ICLR_CAMIL

  Language:Python8121

• willpower057/RankMix

  [CVPR2023] RankMix-Data-Augmentation-for-Weakly-Supervised-Learning-of-Classifying-Whole-Slide-Images

  Language:Python4210

• AIVIS-MING/TIGER_SEG-DET

  segmentation and detection methods

  Language:Jupyter Notebook21