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whole slide images

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TitleStatusHype
Adversarial learning of cancer tissue representationsCode1
Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep LearningCode1
Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsCode1
Automatic Multi-Stain Registration of Whole Slide Images in Histopathology—0
Fast and Scalable Image Search For HistologyCode1
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional NetworksCode1
Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled RepresentationsCode1
Deep Learning-based Frozen Section to FFPE TranslationCode1
A Novel Cell Map Representation for Weakly Supervised Prediction of ER and PR Status from H&E WSIs—0
Molecular Subtype Prediction for Breast Cancer Using H&E Specialized Backbone—0
Creating small but meaningful representations of digital pathology images—0
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial CarcinomaCode1
Automated Quanti cation Of Blood Microvessels In Hematoxylin And Eosin Whole Slide Images—0
Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological ImagesCode1
Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset—0
Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations—0
Deep Learning for interpretable end-to-end survival prediction in gastrointestinal cancer histopathology—0
Robust quad-tree based registration of whole slide imagesCode1
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancerCode0
Automatic and explainable grading of meningiomas from histopathology imagesCode0
CAD systems for colorectal cancer from WSI are still not ready for clinical acceptance—0
Hybrid Supervision Learning for Pathology Whole Slide Image ClassificationCode1
A Survey on Graph-Based Deep Learning for Computational Histopathology—0
Feasibility of Haralick's Texture Features for the Classification of Chromogenic In-situ Hybridization Images—0
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification—0
Weighted multi-level deep learning analysis and framework for processing breast cancer WSIs—0
Using deep learning to detect patients at risk for prostate cancer despite benign biopsies—0
Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological ImageCode1
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images—0
An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification—0
Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images—0
Self-learning for weakly supervised Gleason grading of local patternsCode0
Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern DetectionCode0
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems—0
SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image ClassificationCode1
A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images—0
Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression based convolutional neural networksCode0
A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma—0
Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions—0
Spectral decoupling allows training transferable neural networks in medical imaging—0
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image ClassificationCode1
Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC)—0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression—0
PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics—0
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network trainingCode1
EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, Featuring Prognostic Stratification Boosting—0
UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia gradingCode1
A tool for user friendly, cloud based, whole slide image segmentation—0
Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images—0
Quick Annotator: an open-source digital pathology based rapid image annotation toolCode1
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