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Showing 101–150 of 745 papers

TitleStatusHype
Federated Learning for Computational Pathology on Gigapixel Whole Slide ImagesCode1
Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide ImagesCode1
Knowledge-enhanced Visual-Language Pretraining for Computational PathologyCode1
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image ClassificationCode1
Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep LearningCode1
PanNuke Dataset Extension, Insights and BaselinesCode1
Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown PrimaryCode1
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide ImagesCode1
Gigapixel Whole-Slide Images Classification using Locally Supervised LearningCode1
Giga-SSL: Self-Supervised Learning for Gigapixel ImagesCode1
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide ImagesCode1
HEALNet: Multimodal Fusion for Heterogeneous Biomedical DataCode1
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regressionCode1
Joint Modelling Histology and Molecular Markers for Cancer ClassificationCode1
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide ImagesCode1
Manifolds for Unsupervised Visual Anomaly DetectionCode1
Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological ImageCode1
Regional Registration of Whole Slide Image Stacks Containing Highly Deformed ArtefactsCode1
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image AnalysisCode1
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data PerspectiveCode1
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network trainingCode1
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoderCode1
Robust quad-tree based registration of whole slide imagesCode1
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised LearningCode1
Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell CarcinomaCode1
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance poolingCode1
CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-trainingCode1
Cross-scale Multi-instance Learning for Pathological Image DiagnosisCode1
Inference of captions from histopathological patchesCode1
Contextual unsupervised deep clustering in digital pathologyCode1
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide ImagesCode1
ImageBox3: No-Server Tile Serving to Traverse Whole Slide Images on the WebCode1
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological imagesCode1
ICFNet: Integrated Cross-modal Fusion Network for Survival PredictionCode1
Cross-scale Attention Guided Multi-instance Learning for Crohn's Disease Diagnosis with Pathological ImagesCode1
Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial TrainingCode1
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
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slidesCode1
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutationCode1
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
Code-free development and deployment of deep segmentation models for digital pathologyCode1
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