Tim Leiner
Orcid: 0000-0003-1885-5499
According to our database1,
Tim Leiner
authored at least 39 papers
between 2014 and 2024.
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Bibliography
2024
BMC Medical Informatics Decis. Mak., December, 2024
Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction Using Mesh Priors.
IEEE Trans. Medical Imaging, April, 2024
2023
Reconstruction and completion of high-resolution 3D cardiac shapes using anisotropic CMRI segmentations and continuous implicit neural representations.
Comput. Biol. Medicine, September, 2023
High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Proc. IEEE, 2022
2021
CoRR, 2021
Evaluation of non-invasive imaging parameters in coronary microvascular disease: a systematic review.
BMC Medical Imaging, 2021
Correction to: Evaluation of non-invasive imaging parameters in coronary microvascular disease: a systematic review.
BMC Medical Imaging, 2021
Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
2020
Deep Learning Analysis of Coronary Arteries in Cardiac CT Angiography for Detection of Patients Requiring Invasive Coronary Angiography.
IEEE Trans. Medical Imaging, 2020
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images.
IEEE Trans. Medical Imaging, 2020
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT.
CoRR, 2020
Proceedings of the Medical Imaging 2020: Image Processing, 2020
2019
A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography.
IEEE Trans. Medical Imaging, 2019
IEEE Trans. Medical Imaging, 2019
Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning.
npj Digit. Medicine, 2019
Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier.
Medical Image Anal., 2019
Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis.
CoRR, 2019
Deep learning analysis of cardiac CT angiography for detection of coronary arteries with functionally significant stenosis.
CoRR, 2019
Improving myocardium segmentation in cardiac CT angiography using spectral information.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography.
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 2019
2018
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis.
Medical Image Anal., 2018
Automatic Detection and Characterization of Coronary Artery Plaque and Stenosis using a Recurrent Convolutional Neural Network in Coronary CT Angiography.
CoRR, 2018
2017
IEEE Trans. Medical Imaging, 2017
IEEE Trans. Medical Imaging, 2017
Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network.
CoRR, 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
2016
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks.
Medical Image Anal., 2016
Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Automatic Coronary Calcium Scoring in Non-Contrast-Enhanced ECG-Triggered Cardiac CT With Ambiguity Detection.
IEEE Trans. Medical Imaging, 2015
Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
2014
An automatic machine learning system for coronary calcium scoring in clinical non-contrast enhanced, ECG-triggered cardiac CT.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014