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:
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- Histology Self-Supervised Learning☆15Updated 2 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- Histopathology Image Analysis☆92Updated last year
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆78Updated 5 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆67Updated 2 years ago
- ☆45Updated 2 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- A tutorial demonstration of pathml on an example dataset for the manuscript "PathML: A unified framework for WSI analysis with deep learn…☆24Updated 3 years ago
- Pathology image classifier architecture☆13Updated 5 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆54Updated last year
- ☆55Updated 3 years ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Updated 5 years ago
- First commit☆62Updated 2 years ago
- ☆70Updated 3 years ago
- ☆18Updated 3 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 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆148Updated last year
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- Multilevel cnn notebooks for Camelyon17☆19Updated 5 years ago
- Gene mutation and pathway activity prediction from H&E slides☆34Updated 3 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆138Updated 3 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- Data and code to accompany our Nature publication☆46Updated 3 years ago
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆30Updated last year
- A pipeline to segment tissue from the background in histological images☆69Updated 2 years ago
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆9Updated last year
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 4 years ago
- ☆35Updated 2 years ago