Tim Leiner

48 papers B 4Journal 36Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction Using Mesh Priors.
IEEE Trans. Medical Imaging
Rudolf L. M. van Herten, Nils Hampe, Richard A. P. Takx, Klaas Jan Franssen, Yining Wang, Dominika Suchá, José P. Henriques, Tim Leiner, Nils Planken, Ivana Isgum
2024 J jnl
From algorithms to action: improving patient care requires causality.
BMC Medical Informatics Decis. Mak.
Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath
2023 — conf
High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI.
EMBC
Ömer Burak Demirel, Chi Zhang, Burhaneddin Yaman, Merve Gülle, Chetan Shenoy, Tim Leiner, Peter Kellman, Mehmet Akçakaya
2023 J jnl
Reconstruction and completion of high-resolution 3D cardiac shapes using anisotropic CMRI segmentations and continuous implicit neural representations.
Comput. Biol. Medicine
Jörg Sander, Bob D. de Vos, Steffen Bruns, Nils Planken, Max A. Viergever, Tim Leiner, Ivana Isgum
2022 J jnl
AI-Based Reconstruction for Fast MRI - A Systematic Review and Meta-Analysis.
Proc. IEEE
Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Ge Wang, Daniel Rueckert, David N. Firmin, Guang Yang
2022 J jnl
Decision making in cancer: Causal questions require causal answers.
CoRR
Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath
2021 J jnl
AI-based Reconstruction for Fast MRI - A Systematic Review and Meta-analysis.
CoRR
Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Gerald Wang, Daniel Rueckert, David N. Firmin, Guang Yang
2021 B conf
Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis.
Image Processing
Majd Zreik, Nils Hampe, Tim Leiner, Nadih Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Isgum
2021 J jnl
Correction to: Evaluation of non-invasive imaging parameters in coronary microvascular disease: a systematic review.
BMC Medical Imaging
F. Groepenhof, R. G. M. Klaassen, Gideon B. Valstar, Sophie H. Bots, N. Charlotte Onland-Moret, Hester M. Den Ruijter, Tim Leiner, Anouk L. M. Eikendal
2021 J jnl
Evaluation of non-invasive imaging parameters in coronary microvascular disease: a systematic review.
BMC Medical Imaging
Floor Groepenhoff, R. G. M. Klaassen, Gideon B. Valstar, Sophie H. Bots, N. Charlotte Onland-Moret, Hester M. Den Ruijter, Tim Leiner, Anouk L. M. Eikendal
2020 B conf
Coronary artery calcium scoring: Can we do better?
Image Processing
Sanne G. M. van Velzen, Bob D. de Vos, Helena M. Verkooijen, Tim Leiner, Max A. Viergever, Ivana Isgum
2020 J jnl
Deep Learning Analysis of Coronary Arteries in Cardiac CT Angiography for Detection of Patients Requiring Invasive Coronary Angiography.
IEEE Trans. Medical Imaging
Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum
2020 J jnl
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT.
CoRR
Steffen Bruns, Jelmer M. Wolterink, Richard A. P. Takx, Robbert W. van Hamersvelt, Dominika Suchá, Max A. Viergever, Tim Leiner, Ivana Isgum
2020 J jnl
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images.
CoRR
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Elbrich M. Postma, Paul A. M. Smeets, Richard A. P. Takx, Tim Leiner, Max A. Viergever, Ivana Isgum
2020 J jnl
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images.
IEEE Trans. Medical Imaging
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Elbrich M. Postma, Paul A. M. Smeets, Richard A. P. Takx, Tim Leiner, Max A. Viergever, Ivana Isgum
2019 J jnl
A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography.
IEEE Trans. Medical Imaging
Majd Zreik, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2019 J jnl
Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis.
CoRR
Majd Zreik, Tim Leiner, Nadieh Khalili, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Isgum
2019 J jnl
Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier.
Medical Image Anal.
Jelmer M. Wolterink, Robbert W. van Hamersvelt, Max A. Viergever, Tim Leiner, Ivana Isgum
2019 J jnl
Deep learning analysis of cardiac CT angiography for detection of coronary arteries with functionally significant stenosis.
CoRR
Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum
2019 J jnl
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT.
CoRR
Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
2019 J jnl
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT.
IEEE Trans. Medical Imaging
Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
2019 J jnl
Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning.
npj Digit. Medicine
Wouter A. C. van Amsterdam, Joost J. C. Verhoeff, Pim A. de Jong, Tim Leiner, Marinus J. C. Eijkemans
2019 — conf
Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography.
GLMI@MICCAI
Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
2019 J jnl
Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography.
CoRR
Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
2019 B conf
Improving myocardium segmentation in cardiac CT angiography using spectral information.
Image Processing
Steffen Bruns, Jelmer M. Wolterink, Robbert W. van Hamersvelt, Majd Zreik, Tim Leiner, Ivana Isgum
2018 J jnl
Automatic Detection and Characterization of Coronary Artery Plaque and Stenosis using a Recurrent Convolutional Neural Network in Coronary CT Angiography.
CoRR
Majd Zreik, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2018 J jnl
Blood Vessel Geometry Synthesis using Generative Adversarial Networks.
CoRR
Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
2018 J jnl
CNN-based Landmark Detection in Cardiac CTA Scans.
CoRR
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
2018 J jnl
Coronary Artery Centerline Extraction in Cardiac CT Angiography Using a CNN-Based Orientation Classifier.
CoRR
Jelmer M. Wolterink, Robbert W. van Hamersvelt, Max A. Viergever, Tim Leiner, Ivana Isgum
2018 J jnl
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis.
Medical Image Anal.
Majd Zreik, Nikolas Leßmann, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum
2018 J jnl
Improving Myocardium Segmentation in Cardiac CT Angiography using Spectral Information.
CoRR
Steffen Bruns, Jelmer M. Wolterink, Robbert W. van Hamersvelt, Majd Zreik, Tim Leiner, Ivana Isgum
2017 — conf
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images.
STACOM@MICCAI
Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2017 J jnl
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images.
CoRR
Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2017 J jnl
Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network.
CoRR
Majd Zreik, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
2017 J jnl
ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images.
IEEE Trans. Medical Imaging
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
2017 J jnl
ConvNet-Based Localization of Anatomical Structures in 3D Medical Images.
CoRR
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
2017 J jnl
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities.
CoRR
Pim Moeskops, Jelmer M. Wolterink, Bas H. M. van der Velden, Kenneth G. A. Gilhuijs, Tim Leiner, Max A. Viergever, Ivana Isgum
2017 J jnl
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis.
CoRR
Majd Zreik, Nikolas Leßmann, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum
2017 J jnl
Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease.
CoRR
Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2017 J jnl
Generative Adversarial Networks for Noise Reduction in Low-Dose CT.
IEEE Trans. Medical Imaging
Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2016 J jnl
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks.
Medical Image Anal.
Jelmer M. Wolterink, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
2016 B conf
Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs.
Image Processing
Ivana Isgum, Bob D. de Vos, Jelmer M. Wolterink, Damini Dey, Daniel S. Berman, Mathieu Rubeaux, Tim Leiner, Piotr J. Slomka
2016 — conf
Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks.
ISBI
Majd Zreik, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
2016 — conf
Deep Learning for Multi-task Medical Image Segmentation in Multiple Modalities.
MICCAI (2)
Pim Moeskops, Jelmer M. Wolterink, Bas H. M. van der Velden, Kenneth G. A. Gilhuijs, Tim Leiner, Max A. Viergever, Ivana Isgum
2016 — conf
Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease.
RAMBO+HVSMR@MICCAI
Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2015 — conf
Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks.
MICCAI (1)
Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2015 J jnl
Automatic Coronary Calcium Scoring in Non-Contrast-Enhanced ECG-Triggered Cardiac CT With Ambiguity Detection.
IEEE Trans. Medical Imaging
Jelmer M. Wolterink, Tim Leiner, Richard A. P. Takx, Max A. Viergever, Ivana Isgum
2014 — conf
An automatic machine learning system for coronary calcium scoring in clinical non-contrast enhanced, ECG-triggered cardiac CT.
Computer-Aided Diagnosis
Jelmer M. Wolterink, Tim Leiner, Richard A. P. Takx, Max A. Viergever, Ivana Isgum