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Showing 151–200 of 745 papers

TitleStatusHype
End-to-end Multiple Instance Learning with Gradient AccumulationCode1
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial CarcinomaCode1
Pathology-and-genomics Multimodal Transformer for Survival Outcome PredictionCode1
PDL: Regularizing Multiple Instance Learning with Progressive Dropout LayersCode1
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutationCode1
De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient PrivacyCode1
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide ImagesCode1
Explainable AI for computational pathology identifies model limitations and tissue biomarkersCode1
Code-free development and deployment of deep segmentation models for digital pathologyCode1
Accurate Spatial Gene Expression Prediction by integrating Multi-resolution featuresCode1
Federated Learning for Computational Pathology on Gigapixel Whole Slide ImagesCode1
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image ClassificationCode1
Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide ImagesCode1
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image ClassificationCode1
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational PathologyCode1
OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal TransportCode1
Giga-SSL: Self-Supervised Learning for Gigapixel ImagesCode1
Gigapixel Whole-Slide Images Classification using Locally Supervised LearningCode1
Quick Annotator: an open-source digital pathology based rapid image annotation toolCode1
Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slidesCode1
A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer DiagnosisCode1
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
A Survey of Pathology Foundation Model: Progress and Future DirectionsCode1
SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interactionCode1
Unsupervised Foundation Model-Agnostic Slide-Level Representation LearningCode1
Contextual unsupervised deep clustering in digital pathologyCode1
Exploring the Interplay Between Colorectal Cancer Subtypes Genomic Variants and Cellular Morphology: A Deep-Learning ApproachCode0
MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic FeaturesCode0
Beyond the Monitor: Mixed Reality Visualization and AI for Enhanced Digital Pathology WorkflowCode0
Masked Pre-Training of Transformers for Histology Image AnalysisCode0
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide ImagesCode0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide ImagesCode0
LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer ScreeningCode0
LymphoML: An interpretable artificial intelligence-based method identifies morphologic features that correlate with lymphoma subtypeCode0
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide ImagesCode0
A Comparison of Deep Learning Methods for Cell Detection in Digital CytologyCode0
Leveraging image captions for selective whole slide image annotationCode0
Learning to Segment Breast Biopsy Whole Slide ImagesCode0
An End-to-end Pipeline for 3D Slide-wise Multi-stain Renal Pathology RegistrationCode0
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images AnalysisCode0
Leveraging Transfer Learning and Multiple Instance Learning for HER2 Automatic Scoring of H\&E Whole Slide ImagesCode0
MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide imagesCode0
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep LearningCode0
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
A General Pipeline for Glomerulus Whole-Slide Image SegmentationCode0
Automatic and explainable grading of meningiomas from histopathology imagesCode0
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimensCode0
IRS: Incremental Relationship-guided Segmentation for Digital PathologyCode0
Learned Image Compression and Restoration for Digital PathologyCode0
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