Multiple instance learning with graph neural networks.
☆31Jan 28, 2021Updated 5 years ago
Alternatives and similar repositories for Multiple-instance-learning-with-graph-neural-networks
Users that are interested in Multiple-instance-learning-with-graph-neural-networks are comparing it to the libraries listed below
Sorting:
- ☆15Feb 14, 2020Updated 6 years ago
- Multiple instance learning library for Python☆65Jul 17, 2021Updated 4 years ago
- Code for the paper "Model Agnostic Interpretability for Multiple Instance Learning".☆13Jan 28, 2022Updated 4 years ago
- Accurate spatial quantification in computational pathology with multiple instance learning☆28Nov 19, 2025Updated 3 months ago
- [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2…☆15Nov 19, 2024Updated last year
- Deep learning-based multimodal integration of histology and genomics to improves cancer origin prediction☆28Mar 28, 2023Updated 2 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆80Apr 12, 2020Updated 5 years ago
- Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…☆12Mar 6, 2023Updated 2 years ago
- Implementation of Attention-based Deep Multiple Instance Learning in PyTorch☆978Jan 8, 2024Updated 2 years ago
- GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -…☆12Aug 24, 2023Updated 2 years ago
- a deep learning tool for the classification of biological sequences☆18Jul 15, 2025Updated 7 months ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Oct 12, 2021Updated 4 years ago
- "Blind Image Quality Assessment for Pathological Microscopic Image under Screen and Immersion Scenarios"☆15Aug 29, 2023Updated 2 years ago
- Pathology image classifier architecture☆13Jan 20, 2020Updated 6 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Jan 22, 2021Updated 5 years ago
- ☆39Apr 7, 2023Updated 2 years ago
- Used to deisotope mass spectra and to detect features from mass spectrometry data using observed isotopic signatures.☆19Oct 23, 2025Updated 4 months ago
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- Restraintmaker is a tool intended to build Position or Distance restraints for Molecular Dynamics simulations (or any other simulation te…☆19Oct 27, 2022Updated 3 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆88Mar 20, 2025Updated 11 months ago
- 使用Pytorch Geometric(PyG)实现了Cora、Citeseer、Pubmed数据集上的GraphSAGE模型(full-batch)☆17May 18, 2024Updated last year
- Paper on Brain Extraction for CT Imaging☆24Aug 27, 2018Updated 7 years ago
- Robust Brain Extraction Tool for CT Head Images☆51Oct 7, 2020Updated 5 years ago
- Constructed attention-based deep multiple instance learning model using PyTorch and trained on 624 whole slide images of digitized H&E-st…☆22Feb 22, 2022Updated 4 years ago
- Region-guided CycleGANs for stain transfer☆20Mar 24, 2023Updated 2 years ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆66May 5, 2025Updated 10 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Apr 24, 2024Updated last year
- Attention Based Deep 3D Multiple Instance Learning☆25Aug 1, 2020Updated 5 years ago
- ☆19Oct 23, 2022Updated 3 years ago
- [CVPR 2024] Self-Supervised Vision Mamba for Histopathology Images☆59Jul 23, 2025Updated 7 months ago
- 🎈 Structure-aware adapter fine-tuning PLMs, with high training speed and impressive performance (Journal of Chemical Information and Mod…☆25May 16, 2025Updated 9 months ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Sep 27, 2022Updated 3 years ago
- Comparative evaluation of image-to-image translation methods for stain transfer in histopathology☆28Feb 14, 2024Updated 2 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆26Oct 11, 2021Updated 4 years ago
- [Cancer Cell] The official codes for "A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis"☆41Feb 19, 2026Updated 2 weeks ago
- Image-translation-assisted segmentation in 3D☆28Mar 14, 2022Updated 3 years ago
- ☆28Feb 6, 2026Updated 3 weeks ago
- ☆24Oct 9, 2023Updated 2 years ago
- Atlas of Digital Pathology for Deep Learning [CVPR2019]☆25Jun 22, 2020Updated 5 years ago