rosasalberto / milLinks
Multiple instance learning library for Python
☆64Updated 4 years ago
Alternatives and similar repositories for mil
Users that are interested in mil are comparing it to the libraries listed below
Sorting:
- Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction☆89Updated 6 years ago
- DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep …☆38Updated 4 years ago
- Python 3 library for the augmentation & normalization of H&E images☆61Updated 3 years ago
- A set of codes to classify H&E slides using deep learning☆29Updated 3 years ago
- Data and code to accompany our Nature publication☆47Updated 3 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 4 years ago
- Pretrained model for self supervised histopathology☆120Updated 3 years ago
- ☆57Updated 3 years ago
- Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding☆30Updated last year
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆141Updated 3 years ago
- SALMON: Survival Analysis Learning with Multi-Omics Neural Networks☆67Updated last year
- Multimodal deep learning model for long-term cancer survival prediction☆85Updated 3 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆261Updated last year
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆55Updated 3 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆108Updated 2 years ago
- Survival Convolutional Neural Networks☆68Updated 2 years ago
- ☆13Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- The fast version of DeLong's method for computing the covariance of unadjusted AUC.☆161Updated last month
- A pipeline to segment tissue from the background in histological images☆70Updated 2 years ago
- AI-based molecular classification of diffuse gliomas using rapid, label-free optical imaging☆33Updated 3 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆92Updated 2 years ago
- Repo for Tang et al, bioRxiv 454793 (2018)☆42Updated 6 years ago
- Multiple instance learning with graph neural networks.☆31Updated 4 years ago
- An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.☆30Updated 7 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆69Updated 2 years ago
- ☆71Updated 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
- Gene mutation and pathway activity prediction from H&E slides☆35Updated 3 years ago
- ☆24Updated 3 years ago