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TitleStatusHype
Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images—0
WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image—0
Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial TranscriptomicsCode1
GloFinder: AI-empowered QuPath Plugin for WSI-level Glomerular Detection, Visualization, and Curation—0
GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology ImagesCode0
Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image AnalysisCode1
PATHS: A Hierarchical Transformer for Efficient Whole Slide Image AnalysisCode0
Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision Oncology—0
Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse HistopathologyCode0
Cross-organ Deployment of EOS Detection AI without Retraining: Feasibility and Limitation—0
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image ClassificationCode1
Unsupervised Foundation Model-Agnostic Slide-Level Representation LearningCode1
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image—0
Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer SectionsCode0
NACNet: A Histology Context-aware Transformer Graph Convolution Network for Predicting Treatment Response to Neoadjuvant Chemotherapy in Triple Negative Breast Cancer—0
Deep Learning for Fetal Inflammatory Response Diagnosis in the Umbilical Cord—0
Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images—0
Fluoroformer: Scaling multiple instance learning to multiplexed images via attention-based channel fusionCode0
Efficient Whole Slide Image Classification through Fisher Vector Representation—0
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image ClassificationCode1
Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology DiagnosticsCode0
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation—0
A General Pipeline for Glomerulus Whole-Slide Image SegmentationCode0
Leveraging Transfer Learning and Multiple Instance Learning for HER2 Automatic Scoring of H\&E Whole Slide ImagesCode0
Machine learning identification of maternal inflammatory response and histologic choroamnionitis from placental membrane whole slide images—0
How Good Are We? Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop EnrichmentCode0
Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—0
Uncovering the Genetic Basis of Glioblastoma Heterogeneity through Multimodal Analysis of Whole Slide Images and RNA Sequencing DataCode0
De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient PrivacyCode1
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding—0
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image ClassificationCode2
Artificial Intelligence-Based Triaging of Cutaneous Melanocytic LesionsCode0
Evaluating Computational Pathology Foundation Models for Prostate Cancer Grading under Distribution Shifts—0
DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy ImagesCode0
Semantic Segmentation Based Quality Control of Histopathology Whole Slide ImagesCode0
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images—0
Generating Seamless Virtual Immunohistochemical Whole Slide Images with Content and Color Consistency—0
Evaluating Deep Regression Models for WSI-Based Gene-Expression PredictionCode4
Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop TrainingCode0
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image ClassificationCode0
UNICORN: A Deep Learning Model for Integrating Multi-Stain Data in Histopathology—0
A Novel Framework for the Automated Characterization of Gram-Stained Blood Culture Slides Using a Large-Scale Vision Transformer—0
Clinical-grade Multi-Organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation ModelCode0
Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool—0
Holistic and Historical Instance Comparison for Cervical Cell DetectionCode0
Personalized 2D Binary Patient Codes of Tissue Images and Immunogenomic Data Through Multimodal Self-Supervised Fusion—0
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis—0
Quantitative Evaluation of MILs' Reliability For WSIs ClassificationCode0
Multi-Cohort Framework with Cohort-Aware Attention and Adversarial Mutual-Information Minimization for Whole Slide Image Classification—0
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