AIMLab-UBC / MIDL2020
Ovarian cancer classification based on histopathology images - Transfer learning strategy
☆27Updated last year
Alternatives and similar repositories for MIDL2020:
Users that are interested in MIDL2020 are comparing it to the libraries listed below
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆33Updated last year
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆28Updated 2 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆83Updated last year
- The code for Kernel attention transformer (KAT)☆33Updated 8 months ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 2 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆39Updated last year
- CoNIC Challenge☆63Updated last year
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 3 years ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆51Updated 3 weeks ago
- Deep Multi-Magnification Network for multi-class tissue segmentation of whole slide images☆25Updated 2 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆51Updated 2 years ago
- The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.☆30Updated 2 years ago
- Official PyTorch repository for ...☆27Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆53Updated 2 weeks ago
- Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'☆9Updated 3 years ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆34Updated last year
- Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks☆24Updated last year
- ☆26Updated 2 years ago
- NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images☆28Updated 7 months ago
- ☆36Updated 3 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆100Updated last year
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆30Updated 3 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆77Updated 2 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- ☆13Updated 2 years ago
- Iteratively Coupled Multiple Instance Learning☆18Updated 3 months ago
- This Repository is project directory of the Distance Regression and Classification Network (DRCA-Net).DRCA-net is convolutional neural ne…☆13Updated 4 years ago
- Weakly supervised nuclei segmentation using partial points annotation☆20Updated 4 years ago