onermustafaumit / mil_pooling_filtersLinks
This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset".
☆10Updated 2 years ago
Alternatives and similar repositories for mil_pooling_filters
Users that are interested in mil_pooling_filters are comparing it to the libraries listed below
Sorting:
- ☆37Updated 4 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆142Updated 4 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 4 years ago
- ☆71Updated 4 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆157Updated last year
- ☆37Updated 2 years ago
- ☆55Updated 7 months ago
- Contains codes of DeepAttnMISL in MEDIA'20☆60Updated 4 years ago
- CoNIC Challenge☆69Updated last year
- ☆57Updated 3 years ago
- The code for Kernel attention transformer (KAT)☆35Updated last year
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆79Updated 5 years ago
- Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourc…☆172Updated 3 years ago
- ☆68Updated 3 years ago
- ☆66Updated last year
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆56Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- A graph-transformer for whole slide image classification☆175Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆88Updated last year
- Python library for processing whole slide images (WSIs) in sdpc format☆61Updated 10 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆55Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated 2 years ago
- ☆102Updated 2 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆101Updated 9 months ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆40Updated 2 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆99Updated last year
- this repo is for Grand Challenge WSSS4LUAD, detail information about the contest is on https://wsss4luad.grand-challenge.org/WSSS4LUAD/☆20Updated 3 years ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆32Updated last year