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Showing 51–100 of 745 papers

TitleStatusHype
Explainable AI for computational pathology identifies model limitations and tissue biomarkersCode1
Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational PathologyCode1
MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt TuningCode1
EXAONEPath 1.0 Patch-level Foundation Model for PathologyCode1
Contextual unsupervised deep clustering in digital pathologyCode1
M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image AnalysisCode1
Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learningCode1
Multimodal contrastive learning for spatial gene expression prediction using histology imagesCode1
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype ClassificationCode1
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data PerspectiveCode1
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological ImagesCode1
MoME: Mixture of Multimodal Experts for Cancer Survival PredictionCode1
Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide ImagesCode1
A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype ClassificationCode1
Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide ImagesCode1
Knowledge-enhanced Visual-Language Pretraining for Computational PathologyCode1
Multi-head Attention-based Deep Multiple Instance LearningCode1
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide ImagesCode1
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide imagesCode1
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology ImagesCode1
Accurate Spatial Gene Expression Prediction by integrating Multi-resolution featuresCode1
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space ModelsCode1
Tissue Cross-Section and Pen Marking Segmentation in Whole Slide ImagesCode1
SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interactionCode1
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational PathologyCode1
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide ImagesCode1
Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology VideosCode1
WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide ImagesCode1
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slidesCode1
HEALNet: Multimodal Fusion for Heterogeneous Biomedical DataCode1
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast CancerCode1
CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-trainingCode1
Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance LearningCode1
MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide ImagesCode1
Virchow: A Million-Slide Digital Pathology Foundation ModelCode1
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image AnalysisCode1
CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and AttentionCode1
PDL: Regularizing Multiple Instance Learning with Progressive Dropout LayersCode1
High-performance Data Management for Whole Slide Image Analysis in Digital PathologyCode1
Artifact Restoration in Histology Images with Diffusion Probabilistic ModelsCode1
Pathology-and-genomics Multimodal Transformer for Survival Outcome PredictionCode1
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image ClassificationCode1
Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational PathologyCode1
HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide ImageCode1
Structured State Space Models for Multiple Instance Learning in Digital PathologyCode1
Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival PredictionCode1
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology ImagesCode1
The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer TissueCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide ImagesCode1
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