lsheng23 / PracticumLinks
☆28Updated 4 years ago
Alternatives and similar repositories for Practicum
Users that are interested in Practicum are comparing it to the libraries listed below
Sorting:
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆69Updated 2 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆78Updated 5 years ago
- A pipeline to segment tissue from the background in histological images☆69Updated 2 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆320Updated 3 years ago
- Histopathology Image Analysis☆92Updated 2 years ago
- Some stain normalization code☆90Updated 2 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆139Updated 4 years ago
- Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch samplin…☆163Updated last year
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆62Updated 3 years ago
- ☆45Updated 2 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆39Updated 4 years ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆140Updated 3 years ago
- Python scripts for automatic Whole-Slide Image preprocessing.☆36Updated 4 years ago
- Pathway-based sparse deep neural network for survival analysis☆38Updated 2 years ago
- Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction☆90Updated 6 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆133Updated 6 years ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Updated 5 years ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆94Updated 5 years ago
- Pretrained model for self supervised histopathology☆120Updated 3 years ago
- ☆71Updated 4 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- Attention-based Deep MIL implementation and application☆156Updated 3 years ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆174Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆155Updated last year
- Class for getting ROIs and masks from annotated pyramidal images. A work in progress.☆12Updated 4 years ago
- First commit☆63Updated 3 years ago
- Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings o…☆98Updated 4 years ago
- H&E histopathological staining normalization☆109Updated 5 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- DeepLearning - Camelyon16 dataset☆126Updated 6 years ago