Leiner, Tim

Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks

Wolterink, J. M., Leiner, T., de Vos, B. D., van Hamersvelt, R. W., Viergever, M. A., & Išgum, I. (2016) · Medical Image Analysis

Cardiac Imaging and DiagnosticsMedical Image Segmentation Techniques

Cited by 321

Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

van Velzen, S. G. M., Lessmann, N., Velthuis, B. K., Bank, I. E. M., van den Bongard, D. H. J. G., Leiner, T., de Jong, P. A., Veldhuis, W. B., Correa, A., Terry, J. G., et al. (2020) · Radiology

Cardiac Imaging and DiagnosticsArtificial Intelligence in Healthcare and Education

Cited by 244

Low-grade inflammation as a risk factor for cardiovascular events and all-cause mortality in patients with type 2 diabetes

Sharif, S., Van der Graaf, Y., Cramer, M. J., Kapelle, L. J., de Borst, G. J., Visseren, F. L. J., Westerink, J., the SMART study group, van Petersen, R., Dinther, B. G. F., et al. (2021) · Cardiovascular Diabetology

Adipokines, Inflammation, and Metabolic DiseasesDiabetes, Cardiovascular Risks, and Lipoproteins

Cited by 198

Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT

de Vos, B. D., Wolterink, J. M., Leiner, T., de Jong, P. A., Lessmann, N., & Isgum, I. (2019) · IEEE Transactions on Medical Imaging

Cardiac Imaging and DiagnosticsMedical Image Segmentation Techniques

Cited by 134

ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images

de Vos, B. D., Wolterink, J. M., de Jong, P. A., Leiner, T., Viergever, M. A., & Isgum, I. (2017) · IEEE Transactions on Medical Imaging

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 133

Accuracy of bone mineral density quantification using dual-layer spectral detector CT: a phantom study

van Hamersvelt, R. W., Schilham, A. M. R., Engelke, K., den Harder, A. M., de Keizer, B., Verhaar, H. J., Leiner, T., de Jong, P. A., & Willemink, M. J. (2017) · European Radiology

Advanced X-ray and CT ImagingBone health and osteoporosis research

Cited by 94

Quantification of coronary artery calcium in nongated CT to predict cardiovascular events in male lung cancer screening participants: Results of the NELSON study

Takx, R. A. P., Išgum, I., Willemink, M. J., van der Graaf, Y., de Koning, H. J., Vliegenthart, R., Oudkerk, M., Leiner, T., & de Jong, P. A. (2015) · Journal of Cardiovascular Computed Tomography

Cardiac Imaging and DiagnosticsLung Cancer Diagnosis and Treatment

Cited by 75

Use of AI in Cardiac CT and MRI: A Scientific Statement from the ESCR, EuSoMII, NASCI, SCCT, SCMR, SIIM, and RSNA

Mastrodicasa, D., van Assen, M., Huisman, M., Leiner, T., Williamson, E. E., Nicol, E. D., Allen, B. D., Saba, L., Vliegenthart, R., & Hanneman, K. (2025) · Radiology

Artificial Intelligence in Healthcare and EducationCardiac Imaging and Diagnostics

Cited by 69

Low-density lipoprotein cholesterol, non-high-density lipoprotein cholesterol, triglycerides, and apolipoprotein B and cardiovascular risk in patients with manifest arterial disease

van den Berg, M. J., van der Graaf, Y., de Borst, G. J., Kappelle, L. J., Nathoe, H. M., Visseren, F. L. J., van Petersen, R., van Dinther, B. G. F., Algra, A., van der Graaf, Y., et al. (2016) · The American Journal of Cardiology

Lipoproteins and Cardiovascular HealthDiabetes, Cardiovascular Risks, and Lipoproteins

Cited by 39

Machine learning in cardiovascular radiology: ESCR position statement on design requirements, quality assessment, current applications, opportunities, and challenges

Weikert, T., Francone, M., Abbara, S., Baessler, B., Choi, B. W., Gutberlet, M., Hecht, E. M., Loewe, C., Mousseaux, E., Natale, L., et al. (2021) · European Radiology

Artificial Intelligence in Healthcare and EducationCardiac Imaging and Diagnostics

Cited by 34

Leisure time physical activity is associated with improved diastolic heart function and is partly mediated by unsupervised quantified metabolic health

Klarenberg, H., van der Velde, J. H., Peeters, C. F., Dekkers, I. A., de Mutsert, R., Jukema, J. W., Rosendaal, F. R., Leiner, T., Froeling, M., Jorstad, H., et al. (2024) · BMJ Open Sport & Exercise Medicine

Cardiovascular Function and Risk FactorsPhysical Activity and Health

Cited by 4