mdsatria / MultiAttentionMIL
ECCV-AIMIA 2022 paper: "Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images"
☆12Updated 2 years ago
Alternatives and similar repositories for MultiAttentionMIL:
Users that are interested in MultiAttentionMIL are comparing it to the libraries listed below
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Updated 2 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 4 years ago
- ☆16Updated 10 months ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- ☆35Updated 2 years ago
- A set of codes to classify H&E slides using deep learning☆30Updated 3 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- ☆16Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated 11 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆25Updated last year
- GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -…☆12Updated last year
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- ☆20Updated last year
- ☆15Updated 2 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆24Updated 2 years ago
- Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding☆28Updated 7 months ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Updated 5 years ago
- machine-readable information for the TCGA dataset, mirrored from other sources☆18Updated 2 years ago
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆26Updated last year
- ☆26Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆53Updated last year
- ☆11Updated 9 months ago
- Synthetic histology using GANs, for deep learning model explainability and trainee education.☆15Updated last year
- GPU-accelerated stain normalization command line tool☆19Updated last year
- Code and GUI for Feature-driven Local Cell Graph (FLocK): New Computational Pathology based descriptors☆15Updated last year
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆20Updated 3 years ago
- Toolbox for measuring adversarial robustness to many transforms☆19Updated 2 years ago
- ☆19Updated 2 years ago
- Code from Foersch et al. (Under Construction / Development)☆36Updated last year
- Data and code to accompany our Nature publication☆45Updated 2 years ago