• 1212 Citations
  • 14 h-Index
20032020

Research output per year

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Personal profile

Public Profile

Dr. Johan Verjans, SAHMRI - Vascular Research Centre, Lifelong Health Theme

Senior Lecturer, University of Adelaide / SAHMRI

Deputy director, Medical Machine Learning, Australian Institute for Machine Learning

Associate investigator, Centre for Nanoscale Biophotonics, University of Adelaide

Cardiologist, Royal Adelaide Hospital

Johan Verjans is a Dutch cardiologist who joined Steve Nicholls' group in the Heart Health theme at SAHMRI in 2017, combined with a senior lecturer position at the University of Adelaide. He combines clinical work and research, working as a Cardiology Imaging Fellow at the Royal Adelaide Hospital. 

His research career has predominantly focused on translational pre-clinical and clinical imaging research using advanced intravascular and non-invasive molecular imaging strategies to detect, track and predict disease at an early stage working with Prof. Jagat Narula in California and as a post-doc at Massachusetts General Hospital in Boston. He continues this work at SAHMRI with preclinical projects, including MALDI imaging in addition to clinical molecular imaging of 18F-NaF uptake in human coronary arteries.

In recent years, his research has also focused on imaging biomarker detection using existing datasets, using supervised and unsupervised machine learning strategies on large biobanks. He was recently appointed deputy director of Medical Machine Learning at the Australian Institute for Machine Learning, one the most productive computer vision groups in the world. His main role will be to connect world-class machine learning capabilities to the biomedical precinct in Adelaide.

He was assistant-editor of a JACC Supplement (focusing on the Vulnerable plaque), besides being author of several book chapters and articles. Currently he is reviewer for 10+ journals, and he is Associate editor of the Netherlands Heart Journal and member of the Publications Committee of the Society for Cardiovascular Magnetic Resonance.

Johan is more than happy to discuss and collaborate on imaging and machine learning projects in a multidisciplinary setting (small/large animals, clinical research).

 Please feel free to contact him at Johan.Verjans@SAMHRI.com .

External positions

Consultant Cardiologist, Royal Adelaide Hospital

1 May 2020 → …

Deputy Director, Australian Institute for Machine Learning, University of Adelaide

31 Jan 0001 → …

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output

3D Printing, computational modeling, and artificial intelligence for structural heart disease

Wang, D. D., Qian, Z., Vukicevic, M., Engelhardt, S., Kheradvar, A., Zhang, C., Little, S. H., Verjans, J., Comaniciu, D., O'Neill, W. W. & Vannan, M. A., 25 Aug 2020, In : JACC. Cardiovascular imaging.

Research output: Contribution to journalReview article

Medical Data Inquiry Using a Question Answering Model

Liao, Z., Liu, L., Wu, Q., Teney, D., Shen, C., Van Den Hengel, A. & Verjans, J., 22 May 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1490-1493 4 p. 9098531. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Photoshopping Colonoscopy Video Frames

Liu, Y., Tian, Y., Maicas, G., Cheng Tao Pu, L. Z., Singh, R., Verjans, J. W. & Carneiro, G., 22 May 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1642-1646 5 p. 9098406. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Proposed requirements for cardiovascular imaging-related machine learning evaluation (PRIME): a checklist: reviewed by the American College of Cardiology Healthcare Innovation Council

Sengupta, P. P., Shrestha, S., Berthon, B., Messas, E., Donal, E., Tison, G. H., Min, J. K., D'hooge, J., Voigt, J. U., Dudley, J., Verjans, J. W., Shameer, K., Johnson, K., Lovstakken, L., Tabassian, M., Piccirilli, M., Pernot, M., Yanamala, N., Duchateau, N., Kagiyama, N. & 4 others, Bernard, O., Slomka, P., Deo, R. & Arnaout, R., Sep 2020, In : JACC: Cardiovascular Imaging. 13, 9, p. 2017-2035 19 p.

Research output: Contribution to journalReview article

Ultrathin monolithic 3D printed optical coherence tomography endoscopy for preclinical and clinical use

Li, J., Thiele, S., Quirk, B. C., Kirk, R. W., Verjans, J. W., Akers, E., Bursill, C. A., Nicholls, S. J., Herkommer, A. M., Giessen, H. & McLaughlin, R. A., 1 Dec 2020, In : Light: Science and Applications. 9, 1, p. 124 124.

Research output: Contribution to journalArticle

Open Access

Prizes

2018 Ahrens Heart Health Researcher Award

Johan Verjans (Recipient), 1 Sep 2018

Prize: Honorary award

Early Career Award

Johan Verjans (Recipient), 25 Sep 2017

Prize

Activities

  • 4 Editorial activity
  • 1 Organising a conference

Australian Society of Molecular Imaging Symposium

Johan Verjans (Organiser), Sally E. Plush (Organiser), Ryan O'Hare Doig (Organiser), Patrick Hughes (Organiser), Nicole Dmochowska (Organiser), Marianne Keller (Organiser)
7 Nov 20198 Nov 2019

Activity: Participating in or organising an eventOrganising a conference

Atherosclerosis (Journal)

Johan Verjans (Reviewer)
1 Jul 2017

Activity: Publication peer-review and editorial workEditorial activity

Thrombosis and Haemostasis (Journal)

Johan Verjans (Reviewer)
1 Jul 2017

Activity: Publication peer-review and editorial workEditorial activity

Optics Express (Journal)

Johan Verjans (Reviewer)
1 Jan 2017

Activity: Publication peer-review and editorial workEditorial activity

Netherlands Heart Journal (Journal)

Johan Verjans (Member of editorial board)
1 Apr 2016

Activity: Publication peer-review and editorial workEditorial activity