ssea-lab / DL4ETI
Computer-aided diagnosis in histopathological images of the Endometrium
☆20Updated 4 years ago
Alternatives and similar repositories for DL4ETI:
Users that are interested in DL4ETI are comparing it to the libraries listed below
- ☆30Updated 5 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 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
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆22Updated last year
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 5 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆54Updated last year
- ☆25Updated 6 months ago
- ☆65Updated 4 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆78Updated 5 years ago
- ☆34Updated 6 years ago
- Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).☆14Updated 2 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Updated 5 years ago
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆22Updated 5 years ago
- Whole Slide Images Segmentation using Patch UNet☆16Updated 5 years ago
- This is the MATLAB code for stain separation and color normalization in computational pathology (histopathological images)☆69Updated 9 years ago
- ☆38Updated 3 years ago
- Multi-Instance-Learning to check breast cancer. An implementation of Patch-based Convolutional Neural Network for Whole Slide Tissue Imag…☆51Updated 7 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.☆44Updated 3 years ago
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆9Updated last year
- ☆18Updated 5 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- This repository contains the code necessary in order to reproduce the work contained in the submitted paper: "Segmentation of Nuclei in H…☆53Updated 5 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆44Updated last year
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆33Updated 5 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆132Updated 5 years ago
- Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides, BCNB Dataset☆61Updated last year
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆89Updated 5 years ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Updated 2 years ago