van Velzen SGM - Search Results

1

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

van Velzen SGM, Lessmann N, Velthuis BK, Bank IEM, van den Bongard DHJG, Leiner T, de Jong PA, Veldhuis WB, Correa A, Terry JG, Carr JJ, Viergever MA, Verkooijen HM, Išgum I. van Velzen SGM, et al. Radiology. 2020 Apr;295(1):66-79. doi: 10.1148/radiol.2020191621. Epub 2020 Feb 11. Radiology. 2020. PMID: 32043947 Free PMC article.

2

Bragatston study protocol: a multicentre cohort study on automated quantification of cardiovascular calcifications on radiotherapy planning CT scans for cardiovascular risk prediction in patients with breast cancer.

Emaus MJ, Išgum I, van Velzen SGM, van den Bongard HJGD, Gernaat SAM, Lessmann N, Sattler MGA, Teske AJ, Penninkhof J, Meijer H, Pignol JP, Verkooijen HM; Bragatston study group. Emaus MJ, et al. Among authors: van velzen sgm. BMJ Open. 2019 Jul 27;9(7):e028752. doi: 10.1136/bmjopen-2018-028752. BMJ Open. 2019. PMID: 31352417 Free PMC article.

3

Machine Learning for Assessment of Coronary Artery Disease in Cardiac CT: A Survey.

Hampe N, Wolterink JM, van Velzen SGM, Leiner T, Išgum I. Hampe N, et al. Among authors: van velzen sgm. Front Cardiovasc Med. 2019 Nov 26;6:172. doi: 10.3389/fcvm.2019.00172. eCollection 2019. Front Cardiovasc Med. 2019. PMID: 32039237 Free PMC article. Review.

4

Identification of Risk of Cardiovascular Disease by Automatic Quantification of Coronary Artery Calcifications on Radiotherapy Planning CT Scans in Patients With Breast Cancer.

Gal R, van Velzen SGM, Hooning MJ, Emaus MJ, van der Leij F, Gregorowitsch ML, Blezer ELA, Gernaat SAM, Lessmann N, Sattler MGA, Leiner T, de Jong PA, Teske AJ, Verloop J, Penninkhof JJ, Vaartjes I, Meijer H, van Tol-Geerdink JJ, Pignol JP, van den Bongard DHJG, Išgum I, Verkooijen HM. Gal R, et al. Among authors: van velzen sgm. JAMA Oncol. 2021 Jul 1;7(7):1024-1032. doi: 10.1001/jamaoncol.2021.1144. JAMA Oncol. 2021. PMID: 33956083 Free PMC article.

5

Deep learning-based detection of functionally significant stenosis in coronary CT angiography.

Hampe N, van Velzen SGM, Planken RN, Henriques JPS, Collet C, Aben JP, Voskuil M, Leiner T, Išgum I. Hampe N, et al. Among authors: van velzen sgm. Front Cardiovasc Med. 2022 Nov 15;9:964355. doi: 10.3389/fcvm.2022.964355. eCollection 2022. Front Cardiovasc Med. 2022. PMID: 36457806 Free PMC article.

6

Learning coronary artery calcium scoring in coronary CTA from non-contrast CT using unsupervised domain adaptation.

Zhai Z, van Velzen SGM, Lessmann N, Planken N, Leiner T, Išgum I. Zhai Z, et al. Among authors: van velzen sgm. Front Cardiovasc Med. 2022 Sep 12;9:981901. doi: 10.3389/fcvm.2022.981901. eCollection 2022. Front Cardiovasc Med. 2022. PMID: 36172575 Free PMC article.

7

Automated cardiovascular risk categorization through AI-driven coronary calcium quantification in cardiac PET acquired attenuation correction CT.

van Velzen SGM, Dobrolinska MM, Knaapen P, van Herten RLM, Jukema R, Danad I, Slart RHJA, Greuter MJW, Išgum I. van Velzen SGM, et al. J Nucl Cardiol. 2022 Jul 18. doi: 10.1007/s12350-022-03047-9. Online ahead of print. J Nucl Cardiol. 2022. PMID: 35851642

8

Generative models for reproducible coronary calcium scoring.

van Velzen SGM, de Vos BD, Noothout JMH, Verkooijen HM, Viergever MA, Išgum I. van Velzen SGM, et al. J Med Imaging (Bellingham). 2022 Sep;9(5):052406. doi: 10.1117/1.JMI.9.5.052406. Epub 2022 May 31. J Med Imaging (Bellingham). 2022. PMID: 35664539

9

AI-Based Radiation Dose Quantification for Estimation of Heart Disease Risk in Breast Cancer Survivors After Radiation Therapy.

van Velzen SGM, Gal R, Teske AJ, van der Leij F, van den Bongard DHJG, Viergever MA, Verkooijen HM, Išgum I. van Velzen SGM, et al. Int J Radiat Oncol Biol Phys. 2022 Mar 1;112(3):621-632. doi: 10.1016/j.ijrobp.2021.09.008. Epub 2021 Oct 6. Int J Radiat Oncol Biol Phys. 2022. PMID: 34624460

10

AI-Based Quantification of Planned Radiation Therapy Dose to Cardiac Structures and Coronary Arteries in Patients With Breast Cancer.

van Velzen SGM, Bruns S, Wolterink JM, Leiner T, Viergever MA, Verkooijen HM, Išgum I. van Velzen SGM, et al. Int J Radiat Oncol Biol Phys. 2022 Mar 1;112(3):611-620. doi: 10.1016/j.ijrobp.2021.09.009. Epub 2021 Sep 20. Int J Radiat Oncol Biol Phys. 2022. PMID: 34547373

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