conftrace_

whole slide image

120 papers

Explore in graph

Also known as

WSI

Co-occurring keywords

multiple instance learning (227) medical imaging (971) computational pathology (37) multi-instance learning (130) graph neural network (3962) weakly supervised learning (1328) whole slide imaging (24) survival prediction (32) representation learning (6206) histopathology image (41)

Papers

Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology CVPR 2024
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023
Joint Breast Neoplasm Detection and Subtyping using Multi-Resolution Network Trained on Large-Scale H&E Whole Slide Images with Weak Labels MIDL 2023
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification IJCAI 2023
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis ICCV 2023
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification ICCV 2023
LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image ICCV 2023
Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification MIDL 2023
RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories CVPR 2023
Histopathology Whole Slide Image Analysis With Heterogeneous Graph Representation Learning CVPR 2023
HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image AAAI 2023
Retrieval-Augmented Multiple Instance Learning NIPS 2023
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images CVPR 2023
Sparse Multi-Modal Graph Transformer With Shared-Context Processing for Representation Learning of Giga-Pixel Images CVPR 2023
Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification ICCV 2023
MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis AAAI 2023
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification NIPS 2023
Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images NIPS 2022
Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022
Inference of captions from histopathological patches MIDL 2022
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NIPS 2022
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NIPS 2022