AIMLab-UBC / MIDL2020Links
Ovarian cancer classification based on histopathology images - Transfer learning strategy
☆27Updated 2 years ago
Alternatives and similar repositories for MIDL2020
Users that are interested in MIDL2020 are comparing it to the libraries listed below
Sorting:
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆34Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 3 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆43Updated 2 years ago
- The code for Kernel attention transformer (KAT)☆35Updated last year
- The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.☆35Updated 3 years ago
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 10 months ago
- ☆30Updated 2 years ago
- Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning☆11Updated last year
- Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'☆10Updated 4 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆61Updated 3 years ago
- Lung and Colon Cancer Histopathological Image Dataset☆58Updated 5 years ago
- Iteratively Coupled Multiple Instance Learning☆24Updated last year
- ☆43Updated 3 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆94Updated 2 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆78Updated 3 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆15Updated 2 years ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆32Updated last year
- Comparative evaluation of image-to-image translation methods for stain transfer in histopathology☆28Updated last year
- CoNIC Challenge☆69Updated last year
- 🚀 H2G-Net: Segmentation of breast cancer region from whole slide images☆28Updated 6 months ago
- A graph-transformer for whole slide image classification☆178Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 5 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆56Updated 3 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆55Updated 3 years ago
- ☆24Updated 2 years ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆33Updated 3 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- ☆26Updated 3 years ago
- Deep learning-based multimodal integration of histology and genomics to improves cancer origin prediction☆28Updated 2 years ago