Paige-AI / paige-ml-sdk
This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings.
☆36Updated 7 months ago
Alternatives and similar repositories for paige-ml-sdk:
Users that are interested in paige-ml-sdk are comparing it to the libraries listed below
- ☆50Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆92Updated 3 weeks ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆121Updated last month
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆94Updated 5 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆62Updated last week
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆49Updated last month
- ☆35Updated 2 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆68Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆79Updated last month
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆53Updated 2 years ago
- Histopathology Image Analysis☆93Updated last year
- ☆57Updated 6 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆33Updated last year
- Code from Foersch et al. (Under Construction / Development)☆36Updated last year
- Solid Tumor Associative Modeling in Pathology☆66Updated last week
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆24Updated 11 months ago
- CoNIC Challenge☆64Updated last year
- ☆52Updated 3 years ago
- A generative toolkit to translate H&E images to multiplexed IHC☆38Updated 3 months ago
- Standardized benchmark for computational pathology foundation models.☆58Updated 3 weeks ago
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆97Updated 2 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆129Updated 4 months ago
- A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliom…☆32Updated 3 months ago
- DeeperHistReg - Source Code☆51Updated 11 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆53Updated 2 years ago
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆38Updated 3 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆101Updated last year
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆82Updated 4 months ago
- Image-translation-assisted segmentation in 3D☆26Updated 3 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆66Updated 2 years ago