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Showing 51–100 of 745 papers

TitleStatusHype
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast CancerCode1
Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological ImagesCode1
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance poolingCode1
Inference of captions from histopathological patchesCode1
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data PerspectiveCode1
Iterative Patch Selection for High-Resolution Image RecognitionCode1
HEALNet: Multimodal Fusion for Heterogeneous Biomedical DataCode1
A New Graph Node Classification Benchmark: Learning Structure from Histology Cell GraphsCode1
High-performance Data Management for Whole Slide Image Analysis in Digital PathologyCode1
Local Attention Graph-based Transformer for Multi-target Genetic Alteration PredictionCode1
Giga-SSL: Self-Supervised Learning for Gigapixel ImagesCode1
Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational PathologyCode1
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational PathologyCode1
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide ImagesCode1
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image AnalysisCode1
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance LearningCode1
Explainable AI for computational pathology identifies model limitations and tissue biomarkersCode1
Fast and Scalable Image Search For HistologyCode1
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial CarcinomaCode1
Accurate Spatial Gene Expression Prediction by integrating Multi-resolution featuresCode1
EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal PathologyCode1
End-to-end Multiple Instance Learning with Gradient AccumulationCode1
Federated Learning for Computational Pathology on Gigapixel Whole Slide ImagesCode1
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labelsCode1
De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient PrivacyCode1
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image ClassificationCode1
Deep Learning-based Frozen Section to FFPE TranslationCode1
Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown PrimaryCode1
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology SlidesCode1
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype ClassificationCode1
Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsCode1
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learningCode1
AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide ImagesCode1
EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version controlCode1
A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer DiagnosisCode1
A Survey of Pathology Foundation Model: Progress and Future DirectionsCode1
Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image AnalysisCode1
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image ClassificationCode1
EXAONEPath 1.0 Patch-level Foundation Model for PathologyCode1
Gigapixel Whole-Slide Images Classification using Locally Supervised LearningCode1
Artifact Restoration in Histology Images with Diffusion Probabilistic ModelsCode1
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regressionCode1
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
Data Efficient and Weakly Supervised Computational Pathology on Whole Slide ImagesCode1
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutationCode1
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image ClassificationCode1
A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype ClassificationCode1
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image ClassificationCode1
HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide ImageCode1
Contextual unsupervised deep clustering in digital pathologyCode1
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