cuicathy / MMD_SurvivalPrediction
Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data
☆15Updated 6 months ago
Related projects: ⓘ
- ☆27Updated 2 years ago
- ☆9Updated 3 years ago
- Multi-TransSP for MICCAI2022☆18Updated 2 years ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆30Updated 10 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated 4 months ago
- ☆19Updated 2 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆66Updated last year
- ☆13Updated last year
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Updated 3 years ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆10Updated last year
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆23Updated last year
- ☆19Updated last year
- The code for Kernel attention transformer (KAT)☆28Updated 3 months ago
- ☆11Updated last month
- ☆23Updated 2 years ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆27Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆24Updated 2 years ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆36Updated last week
- ☆26Updated 2 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆22Updated 11 months ago
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆21Updated 3 years ago
- WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.☆20Updated 2 years ago
- ☆28Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆69Updated 7 months ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆22Updated 2 years ago
- ☆10Updated last year
- SI-MIL☆19Updated 3 months ago
- ☆31Updated 2 years ago
- ☆56Updated last year
- Code for our MICCAI 2021 paper "AMINN: Autoencoder-based Multiple Instance Neural Network Improves Outcome Prediction of Multifocal Liver…☆10Updated 2 years ago