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Showing 51–100 of 745 papers

TitleStatusHype
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast CancerCode1
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slidesCode1
Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial TrainingCode1
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance poolingCode1
HEALNet: Multimodal Fusion for Heterogeneous Biomedical DataCode1
Iterative Patch Selection for High-Resolution Image RecognitionCode1
High-performance Data Management for Whole Slide Image Analysis in Digital PathologyCode1
A New Graph Node Classification Benchmark: Learning Structure from Histology Cell GraphsCode1
Giga-SSL: Self-Supervised Learning for Gigapixel ImagesCode1
Local Attention Graph-based Transformer for Multi-target Genetic Alteration PredictionCode1
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational PathologyCode1
Mamba2MIL: State Space Duality Based Multiple Instance Learning for 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
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
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labelsCode1
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype ClassificationCode1
AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide ImagesCode1
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
Artifact Restoration in Histology Images with Diffusion Probabilistic ModelsCode1
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
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regressionCode1
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
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data PerspectiveCode1
Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell CarcinomaCode1
A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype ClassificationCode1
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image SegmentationCode1
Contextual unsupervised deep clustering in digital pathologyCode1
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