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Showing 101–150 of 745 papers

TitleStatusHype
Fast and Scalable Image Search For HistologyCode1
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual RepresentationCode1
Iterative Patch Selection for High-Resolution Image RecognitionCode1
OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal TransportCode1
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image ClassificationCode1
PanNuke Dataset Extension, Insights and BaselinesCode1
Giga-SSL: Self-Supervised Learning for Gigapixel ImagesCode1
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational PathologyCode1
Gigapixel Whole-Slide Images Classification using Locally Supervised LearningCode1
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide ImagesCode1
Knowledge-enhanced Visual-Language Pretraining for Computational PathologyCode1
Decentralized Federated Learning through Proxy Model SharingCode1
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide ImagesCode1
Quick Annotator: an open-source digital pathology based rapid image annotation toolCode1
Local Attention Graph-based Transformer for Multi-target Genetic Alteration PredictionCode1
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space ModelsCode1
Inference of captions from histopathological patchesCode1
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological ImageCode1
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data PerspectiveCode1
High-performance Data Management for Whole Slide Image Analysis in Digital PathologyCode1
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image AnalysisCode1
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network trainingCode1
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide ImagesCode1
Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial TrainingCode1
Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slidesCode1
Cross-scale Multi-instance Learning for Pathological Image DiagnosisCode1
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance poolingCode1
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised LearningCode1
Contextual unsupervised deep clustering in digital pathologyCode1
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide ImagesCode1
ICFNet: Integrated Cross-modal Fusion Network for Survival PredictionCode1
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide ImageCode1
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological imagesCode1
CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-trainingCode1
Cross-scale Attention Guided Multi-instance Learning for Crohn's Disease Diagnosis with Pathological ImagesCode1
Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological ImagesCode1
Adversarial learning of cancer tissue representationsCode1
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image ClassificationCode1
Data Efficient and Weakly Supervised Computational Pathology on Whole Slide ImagesCode1
ImageBox3: No-Server Tile Serving to Traverse Whole Slide Images on the WebCode1
Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown PrimaryCode1
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology SlidesCode1
Deep Learning-based Frozen Section to FFPE TranslationCode1
CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and AttentionCode1
Artifact Restoration in Histology Images with Diffusion Probabilistic ModelsCode1
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learningCode1
Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer LearningCode1
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutationCode1
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