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:
- The code for Kernel attention transformer (KAT)☆35Updated last year
- 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
- Lung and Colon Cancer Histopathological Image Dataset☆55Updated 4 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- ☆30Updated last year
- This Repository is project directory of the Distance Regression and Classification Network (DRCA-Net).DRCA-net is convolutional neural ne…☆13Updated 4 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆41Updated 2 years ago
- CoNIC Challenge☆66Updated last year
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- ☆44Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification — IEEE TMI 2024☆62Updated 4 months ago
- The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.☆35Updated 2 years ago
- Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…☆12Updated 2 years ago
- ☆17Updated 2 years ago
- Comparative evaluation of image-to-image translation methods for stain transfer in histopathology☆27Updated last year
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Updated 5 years ago
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆16Updated last year
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆30Updated 4 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆79Updated 2 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆54Updated 3 years ago
- ☆40Updated last year
- 🚀 H2G-Net: Segmentation of breast cancer region from whole slide images☆27Updated 8 months ago
- Constructed attention-based deep multiple instance learning model using PyTorch and trained on 624 whole slide images of digitized H&E-st…☆19Updated 3 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- ☆22Updated last year
- Naive baseline for microscopy image segmentation challenge in NeurIPS 2022☆61Updated last year
- ☆119Updated 2 years ago
- [MICCAI2023] XSurv: Merging-Diverging Hybrid Transformer Networks for Survival Prediction☆9Updated last year
- examples of using PyMIC for medical image computing with deep learning☆34Updated 8 months ago