AIMLab-UBC / MIDL2020
Ovarian cancer classification based on histopathology images - Transfer learning strategy
☆27Updated last year
Related projects: ⓘ
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆27Updated last year
- The code for Kernel attention transformer (KAT)☆28Updated 3 months ago
- Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'☆9Updated 2 years ago
- Comparative evaluation of image-to-image translation methods for stain transfer in histopathology☆19Updated 7 months ago
- The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.☆28Updated last year
- ☆26Updated 2 months ago
- Iteratively Coupled Multiple Instance Learning☆13Updated 4 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆28Updated 2 months ago
- This Repository is project directory of the Distance Regression and Classification Network (DRCA-Net).DRCA-net is convolutional neural ne…☆12Updated 3 years ago
- NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images☆20Updated 2 months ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆28Updated last year
- ☆15Updated last year
- Benchmarking toolkit for patch-based histopathology image classification.☆37Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆36Updated last week
- CoNIC Challenge☆58Updated 7 months ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆45Updated 2 years ago
- Official PyTorch repository for ...☆25Updated 10 months ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated 8 months ago
- ☆23Updated 2 years ago
- Constructed attention-based deep multiple instance learning model using PyTorch and trained on 624 whole slide images of digitized H&E-st…☆19Updated 2 years ago
- ☆31Updated 2 years ago
- A graph-transformer for whole slide image classification☆136Updated 3 months ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆68Updated 6 months ago
- ☆20Updated 11 months ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆71Updated last year
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Updated 2 years ago
- examples of using PyMIC for medical image computing with deep learning☆32Updated 8 months ago
- ☆51Updated 5 months ago
- ☆49Updated 2 years ago
- Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides, BCNB Dataset☆53Updated last year