Paige-AI / paige-ml-sdk
This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings.
☆37Updated last week
Alternatives and similar repositories for paige-ml-sdk:
Users that are interested in paige-ml-sdk are comparing it to the libraries listed below
- Solid Tumor Associative Modeling in Pathology☆73Updated this week
- ☆35Updated 2 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆68Updated last year
- ☆52Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆52Updated 2 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆124Updated 2 months ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆26Updated last year
- Inference code for HoVer-NeXt☆35Updated 3 weeks ago
- Histopathology Slides Preprocessing Pipeline☆38Updated last month
- Histopathology Image Analysis☆93Updated last year
- Pipeline for computational pathology☆35Updated last year
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆54Updated 3 years ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆99Updated 6 months ago
- Code from Foersch et al. (Under Construction / Development)☆36Updated last year
- ☆58Updated 7 months ago
- Standardized benchmark for computational pathology foundation models.☆66Updated this week
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆92Updated 2 months ago
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆98Updated 3 months ago
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆39Updated 4 months ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆82Updated 2 months ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆54Updated last year
- ☆25Updated 3 months ago
- A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliom…☆33Updated 4 months ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆67Updated 2 years ago
- Image-translation-assisted segmentation in 3D☆26Updated 3 years ago
- Re-stained whole slide image alignment☆33Updated last year
- CoNIC Challenge☆63Updated last year
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆31Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆25Updated last year
- ☆55Updated 3 years ago