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TitleStatusHype
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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