Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database
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IN
Isabella Nogues
cs.CVDeep LearningCarcinoma, Pancreatic DuctalPancreatic Neoplasmsassent and parental consentclinical researcheess.IVethicsFluorodeoxyglucose F18Neural Networks, Computer
On Valency
published · living versionsPreprints & journals
8 papers in the corpus · 2015–2023Large-scale pancreatic cancer detection via non-contrast CT and deep learning.
356 citations
Deep Learning for Fully Automated Prediction of Overall Survival in Patients Undergoing Resection for Pancreatic Cancer: A Retrospective Multicenter Study.
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Deep Learning for Fully Automated Prediction of Overall Survival in Patients with Oropharyngeal Cancer Using FDG-PET Imaging.
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3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management
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Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition
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Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database
11 citations
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning.
5,755 citations
Adolescent Research Participants' Descriptions of Medical Research.
5 citations
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