TissueImageAnalytics / PanNuke-metricsLinks
Evaluation code for the PanNuke dataset
☆28Updated 4 years ago
Alternatives and similar repositories for PanNuke-metrics
Users that are interested in PanNuke-metrics are comparing it to the libraries listed below
Sorting:
- CoNIC Challenge☆66Updated last year
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆54Updated 3 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- ☆35Updated 2 years ago
- ☆71Updated 4 years ago
- ☆37Updated 3 years ago
- ☆31Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 4 months ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆91Updated 7 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆57Updated 4 months ago
- ☆13Updated 2 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆152Updated last year
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆68Updated 2 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆104Updated 2 years ago
- ☆53Updated 3 months ago
- A graph-transformer for whole slide image classification☆167Updated last year
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- This repository contains my implementations of the algorithms which MoNuSAC participants could use for data preparation to train their mo…☆64Updated 3 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆85Updated last year
- ☆56Updated 3 years ago
- ☆24Updated 2 years ago
- SI-MIL☆26Updated 6 months ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆105Updated 9 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- Histopathology Slides Preprocessing Pipeline☆40Updated 4 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification — IEEE TMI 2024☆61Updated 4 months ago
- This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings…☆38Updated 2 months ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images — Medical Image Analysis 2024☆35Updated last year