Multiple instance learning model implemented in pytorch
☆41Jun 30, 2022Updated 3 years ago
Alternatives and similar repositories for mil_pytorch
Users that are interested in mil_pytorch are comparing it to the libraries listed below
Sorting:
- SPIE-AAPM-NCI PROSTATEx Challenges-The PROSTATEx Challenge (" SPIE-AAPM-NCI Prostate MR Classification Challenge”) focused on quantitati…☆10Feb 18, 2021Updated 5 years ago
- This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications☆13Aug 17, 2022Updated 3 years ago
- Multi Instance Learning (MIL) for Whole Slide Image (WSI) Classification☆13Sep 20, 2023Updated 2 years ago
- Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'☆10Nov 24, 2021Updated 4 years ago
- ☆11Jul 18, 2022Updated 3 years ago
- Implementation of Deep Multiple Instance Learning algorithms in pytorch.☆12Mar 24, 2024Updated last year
- source code of Inter-MIL: self-interactive multi-instance learning☆16Aug 1, 2023Updated 2 years ago
- ☆15Feb 14, 2020Updated 6 years ago
- Pipeline for computational pathology☆37Jan 4, 2024Updated 2 years ago
- Two Views breast cancer classifier☆19Oct 22, 2025Updated 4 months ago
- ☆19Jul 28, 2021Updated 4 years ago
- Semantic segmentation benchmark☆14Dec 8, 2020Updated 5 years ago
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆17Jan 20, 2024Updated 2 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Jan 22, 2021Updated 5 years ago
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Aug 17, 2024Updated last year
- Toolbox for measuring adversarial robustness to many transforms☆19Apr 24, 2025Updated 10 months ago
- ☆18Jun 18, 2021Updated 4 years ago
- Region-guided CycleGANs for stain transfer☆20Mar 24, 2023Updated 2 years ago
- Joint Modelling Histology and Molecular Markers for Glioma Classification☆12Jun 4, 2025Updated 9 months ago
- Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition☆22Sep 7, 2023Updated 2 years ago
- machine-readable information for the TCGA dataset, mirrored from other sources☆21Jun 14, 2022Updated 3 years ago
- ☆62Nov 27, 2021Updated 4 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
- Digital Pathology Whole Slide Image Analysis Toolbox☆53Apr 2, 2023Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Mar 17, 2025Updated 11 months ago
- ☆24Oct 9, 2023Updated 2 years ago
- Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning☆26Nov 15, 2023Updated 2 years ago
- Python library for generating and injecting artificial narrow-band signals into radio frequency data☆28Aug 6, 2024Updated last year
- 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
- featselector是一个基于统计分析和模型选择的特征选择器.☆14Mar 4, 2019Updated 7 years ago
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆29May 21, 2024Updated last year
- ☆30Nov 21, 2019Updated 6 years ago
- Official implementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".☆37Apr 3, 2023Updated 2 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆34May 18, 2023Updated 2 years ago
- Comparison of Transfer Learning and CNN Architectures for Medical Image Classification☆13Dec 11, 2024Updated last year
- Computational predictor of protein intrinsic disorder and its functions☆10Dec 4, 2023Updated 2 years ago
- ☆30Feb 2, 2026Updated last month
- [IEEE TNSRE] Mixture of Experts for EEG-Based Seizure Subtype Classification☆12Aug 20, 2024Updated last year
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆84Feb 6, 2024Updated 2 years ago