WonderLandxD / Guide4PathAI
A quick start for pathology AI research
☆31Updated 3 months ago
Alternatives and similar repositories for Guide4PathAI:
Users that are interested in Guide4PathAI are comparing it to the libraries listed below
- Python library for processing whole slide images (WSIs) in sdpc format☆49Updated 3 months ago
- ☆20Updated last month
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆12Updated 5 years ago
- Build patches from whole slide images (WSIs) in .sdpc format.☆10Updated 6 months ago
- ☆56Updated 3 weeks ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆58Updated last month
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆15Updated 11 months ago
- WSI处理工具☆22Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆133Updated 8 months ago
- ☆44Updated 2 weeks ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆66Updated 11 months ago
- Zhu, Xinliang, et al. "Wsisa: Making survival prediction from whole slide histopathological images." Proceedings of the IEEE Conference o…☆14Updated 2 years ago
- ☆47Updated last year
- Exploring prognostic indicators in pathological images of hepatocellular carcinoma based on deep learning☆41Updated 4 years ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆107Updated 4 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆83Updated 3 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆26Updated last year
- ☆83Updated 8 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- DeeperHistReg - Source Code☆41Updated 8 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆76Updated 3 months ago
- Deep Learning MRI image analysis☆39Updated 2 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆80Updated last month
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆98Updated 4 months ago
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆33Updated last month
- Code for the im4MEC model described in the paper 'Interpretable deep learning model to predict the molecular classification of endometria…☆38Updated 11 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 8 months ago
- ☆23Updated 5 months ago
- A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliom…☆33Updated last month
- First commit☆59Updated 2 years ago