yfzon / EPLA
A multi-instance learning on pathological images to predict MSI
☆13Updated 4 years ago
Alternatives and similar repositories for EPLA
Users that are interested in EPLA are comparing it to the libraries listed below
Sorting:
- sc-MTOP is an analysis framework based on deep learning and computational pathology. This framework aims to characterize the tumor ecosys…☆33Updated last week
- ☆12Updated 4 months ago
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆39Updated 5 months ago
- Exploring prognostic indicators in pathological images of hepatocellular carcinoma based on deep learning☆42Updated 4 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆68Updated last year
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆26Updated last year
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆28Updated last year
- CEll spatial Organization-based graph convolutional network☆26Updated last year
- Image filters for digital pathology: detect pen marks, background, and artifacts. Use them for preprocessing towards deep learning☆28Updated 4 years ago
- ☆16Updated 2 years ago
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆20Updated 4 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆37Updated 4 years ago
- ☆52Updated last year
- machine-readable information for the TCGA dataset, mirrored from other sources☆20Updated 2 years ago
- ☆21Updated 2 years ago
- Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs m…☆19Updated last week
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆67Updated 2 years ago
- Artificial Intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology images☆19Updated 10 months ago
- ☆35Updated 2 years ago
- Code for the im4MEC model described in the paper 'Interpretable deep learning model to predict the molecular classification of endometria…☆44Updated last year
- ☆14Updated 2 months ago
- Class for getting ROIs and masks from annotated pyramidal images. A work in progress.☆12Updated 3 years ago
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆25Updated last year
- Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study☆28Updated 4 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 3 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆25Updated last year
- First commit☆61Updated 2 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- ☆15Updated 5 months ago