Jelmer M. Wolterink

1. Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
   2018/05/17 by Olivier Bernard, Alain Lalande, Clément Zotti +43 · 179 citations
   Medicine · #Cardiac Imaging and Diagnostics #Cardiac Structural Anomalies and Repair #Cardiac Valve Diseases and Treatments
2. Deep MR to CT Synthesis using Unpaired Data
   2017/08/03 by Jelmer M. Wolterink, Wolterink, Jelmer M., Anna M. Dinkla +9 · 6 citations
   Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Medical Imaging Techniques and Applications
3. Deep learning analysis of coronary arteries in cardiac CT angiography\n for detection of patients requiring invasive coronary angiography
   2019/06/11 by Majd Zreik, Zreik, Majd, Robbert W. van Hamersvelt +13 · 3 citations
   Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #Coronary Interventions and Diagnostics #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
4. Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI
   2023/12/08 by Pablo Laso, Stefano Cerri, Laso, Pablo +45 · 6 citations
   Medicine · Engineering · #Advanced Neuroimaging Techniques and Applications #Advanced MRI Techniques and Applications #Photoacoustic and Ultrasonic Imaging
5. Going Off-Grid: Continuous Implicit Neural Representations for 3D Vascular Modeling
   2022/07/29 by Dieuwertje Alblas, Alblas, Dieuwertje, Christoph Brüne +5 · 3 citations
   Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Aortic aneurysm repair treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
6. Automatic Segmentation and Disease Classification Using Cardiac Cine MR\n Images
   2017/08/03 by Jelmer M. Wolterink, Tim Leiner, Wolterink, Jelmer M. +5 · 1 citation
   Engineering · Medicine · #Advanced X-ray and CT Imaging #Cardiac Imaging and Diagnostics #Cardiovascular Disease and Adiposity #Cardiovascular Function and Risk Factors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips
   2024/03/28 by Beerend G. A. Gerats, Gerats, Beerend G. A., Jelmer M. Wolterink +5 · 2 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.10 #I.4.5 #I.4.9 #Surgical Simulation and Training
8. Deep Learning-Based Carotid Artery Vessel Wall Segmentation in\n Black-Blood MRI Using Anatomical Priors
   2021/12/02 by Dieuwertje Alblas, Alblas, Dieuwertje, Christoph Brüne +3 · 1 citation
   Medicine · #Cerebrovascular and Carotid Artery Diseases #Cardiovascular Health and Disease Prevention #Retinal Imaging and Analysis
9. AAA-100: A Curated Dataset of 3D Watertight Abdominal Aortic Aneurysm Models
   2024/03/22 by Patryk Rygiel, Rygiel, Patryk, Dieuwertje Alblas +7 · 2 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hydrocarbon exploration and reservoir analysis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
10. SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks
    2023/11/09 by Dieuwertje Alblas, Alblas, Dieuwertje, Julian Suk +7 · 1 citation
    Medicine · #Aortic aneurysm repair treatments #Cardiovascular Health and Disease Prevention #Cerebrovascular and Carotid Artery Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle
    2022/01/22 by Simone Borsci, Ville Lehtola, Ville V. Lehtola +19 · 1 citation
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
12. Steerable Anatomical Shape Synthesis with Implicit Neural Representations
    2025/03/28 by Bram de Wilde, de Wilde, Bram, Max Tigo Rietberg +5 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction