Ghulam111 / DRCA_NetLinks
This Repository is project directory of the Distance Regression and Classification Network (DRCA-Net).DRCA-net is convolutional neural network developed using tensorflow and tensorpack. In this work i perform nuclei instance segmentation and type classification in parallel using a end-to-end trainable convolutional neural network.
☆13Updated 4 years ago
Alternatives and similar repositories for DRCA_Net
Users that are interested in DRCA_Net are comparing it to the libraries listed below
Sorting:
- ☆13Updated 2 years ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆52Updated last year
- This is the official code of the paper "Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and…☆19Updated last year
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- Pytorch implementation of our paper accepted by NCA2021 -- Hierarchical Deep Network with Uncertainty aware Semi-supervised Learning for …☆12Updated 2 years ago
- ☆13Updated 2 years ago
- ☆14Updated last year
- ☆30Updated 2 years ago
- The code for Kernel attention transformer (KAT)☆35Updated last year
- ☆40Updated 3 years ago
- ICCV2021-CDNet: Centripetal Direction Network for Nuclear Instance Segmentation☆30Updated 3 years ago
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆35Updated 2 years ago
- Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…☆41Updated last year
- ☆17Updated 2 years ago
- This repo is for Miccai monuseg challenge, by Jimmy from aetherAI☆17Updated 6 years ago
- ☆23Updated last year
- ☆17Updated 2 years ago
- The code of Triple U-net: Hematoxylin-aware Nuclei Segmentation with Progressive Dense Feature Aggregation.☆20Updated 3 years ago
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆17Updated 2 years ago
- The code of 《M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis》☆10Updated 5 months ago
- CoNIC Challenge☆68Updated last year
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- ☆10Updated 3 years ago
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Updated 4 years ago
- MICCAI2023 - TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation☆26Updated last year
- ☆34Updated 9 months ago
- 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
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification — IEEE TMI 2024☆64Updated 6 months ago
- This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications☆13Updated 3 years ago
- ☆13Updated 2 years ago