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Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge2021 Lecture notes in computer science conference-paper Medicine Advanced MRI Techniques and Applications Open access
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Assessment of Regional Cortical Development Through Fissure Based Gestational Age Estimation in 3D Fetal Ultrasound2021 Lecture notes in computer science conference-paper Medicine Fetal and Pediatric Neurological Disorders
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An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer’s Disease2023 Lecture notes in computer science conference-paper Medicine Dementia and Cognitive Impairment Research Open access
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Development and Evaluation of a Platform-Independent Surgical Workstation for an Open Networked Operating Theatre Using the IEEE 11073 SDC Communication Standard2020 Lecture notes in computer science conference-paper Medicine Healthcare Technology and Patient Monitoring
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From Diagnostic CT to DTI Tractography Labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage2025 Lecture notes in computer science conference-paper Medicine Intracerebral and Subarachnoid Hemorrhage Research
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Patient-Specific Cardiac Parametrization from Eikonal Simulations2020 Lecture notes in computer science conference-paper Medicine Cardiac electrophysiology and arrhythmias Open access
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Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning2025 Lecture notes in computer science conference-paper Medicine Nasal Surgery and Airway Studies Open access
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UPCMR: A Universal Prompt-Guided Model for Random Sampling Cardiac MRI Reconstruction2025 Lecture notes in computer science conference-paper Medicine Advanced MRI Techniques and Applications
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Abnormality-Driven Representation Learning for Radiology Imaging2025 Lecture notes in computer science conference-paper Medicine Radiomics and Machine Learning in Medical Imaging Open access
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Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study2026 Lecture notes in computer science conference-paper Medicine Artificial Intelligence in Healthcare and Education Open access
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Addressing Incomplete Data in Survival and Quality of Life Prediction: A Pancreatic Cancer Case Study2026 Lecture notes in computer science conference-paper Medicine Pancreatic and Hepatic Oncology Research
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SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI2026 Lecture notes in computer science conference-paper Medicine Advanced MRI Techniques and Applications
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