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Showing 101–150 of 745 papers

TitleStatusHype
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational PathologyCode1
Federated Learning for Computational Pathology on Gigapixel Whole Slide ImagesCode1
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast CancerCode1
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide ImagesCode1
Multimodal contrastive learning for spatial gene expression prediction using histology imagesCode1
Gigapixel Whole-Slide Images Classification using Locally Supervised LearningCode1
MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception LossCode1
Multiple Instance Learning with Mixed Supervision in Gleason GradingCode1
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual RepresentationCode1
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regressionCode1
PanNuke Dataset Extension, Insights and BaselinesCode1
Pathology-and-genomics Multimodal Transformer for Survival Outcome PredictionCode1
PDL: Regularizing Multiple Instance Learning with Progressive Dropout LayersCode1
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide ImagesCode1
Contextual unsupervised deep clustering in digital pathologyCode1
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial CarcinomaCode1
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learningCode1
Quick Annotator: an open-source digital pathology based rapid image annotation toolCode1
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data PerspectiveCode1
EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version controlCode1
Region-guided CycleGANs for Stain Transfer in Whole Slide ImagesCode1
CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-trainingCode1
RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement LearningCode1
EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal PathologyCode1
Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slidesCode1
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image ClassificationCode1
Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsCode1
Explainable AI for computational pathology identifies model limitations and tissue biomarkersCode1
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology SlidesCode1
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide ImagesCode1
De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient PrivacyCode1
Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown PrimaryCode1
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutationCode1
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image ClassificationCode1
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype ClassificationCode1
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
Deep Learning-based Frozen Section to FFPE TranslationCode1
Adversarial learning of cancer tissue representationsCode1
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image ClassificationCode1
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labelsCode1
End-to-end Multiple Instance Learning with Gradient AccumulationCode1
Code-free development and deployment of deep segmentation models for digital pathologyCode1
Fast and Scalable Image Search For HistologyCode1
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image ClassificationCode1
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
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
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