Matthan Caan

Matthan Caan

Universiteit van Amsterdam

H-index: 43

Europe-Netherlands

About Matthan Caan

Matthan Caan, With an exceptional h-index of 43 and a recent h-index of 33 (since 2020), a distinguished researcher at Universiteit van Amsterdam, specializes in the field of neuroimaging, MRI, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Whole‐liver flip‐angle shimming at 7 T using parallel‐transmit kT‐point pulses and Fourier phase‐encoded DREAM mapping

The Association Between Amygdala FMRI Response During Emotional Processing and Mood Disorder Symptom Severity and Recurrence in the UK Biobank Cohort Assessed Using Normative …

Deep learning-based white matter lesion volume on CT is associated with outcome after acute ischemic stroke

Deep Learning-based Intraoperative MRI Reconstruction

ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging

MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis

Dynamic recurrent inference machines for accelerated MRI-guided radiotherapy of the liver

The Advanced Toolbox for Multitask Medical Imaging Consistency (ATOMMIC): A Deep Learning framework to facilitate Magnetic Resonance Imaging

Matthan Caan Information

University

Position

Academic Medical Center

Citations(all)

6187

Citations(since 2020)

3920

Cited By

3953

hIndex(all)

43

hIndex(since 2020)

33

i10Index(all)

101

i10Index(since 2020)

86

Email

University Profile Page

Universiteit van Amsterdam

Google Scholar

View Google Scholar Profile

Matthan Caan Skills & Research Interests

neuroimaging

MRI

machine learning

Top articles of Matthan Caan

Title

Journal

Author(s)

Publication Date

Whole‐liver flip‐angle shimming at 7 T using parallel‐transmit kT‐point pulses and Fourier phase‐encoded DREAM mapping

Magnetic resonance in medicine

Bobby A Runderkamp

Thomas Roos

Wietske van der Zwaag

Gustav J Strijkers

Matthan WA Caan

...

2024/1

The Association Between Amygdala FMRI Response During Emotional Processing and Mood Disorder Symptom Severity and Recurrence in the UK Biobank Cohort Assessed Using Normative …

Jerke van den Berg

Matthan Caan

Henk Marquering

Liesbeth Reneman

Eric Ruhé

2024/2/5

Deep learning-based white matter lesion volume on CT is associated with outcome after acute ischemic stroke

European Radiology

Henk van Voorst

Johanna Pitkänen

Laura van Poppel

Lucas de Vries

Mahsa Mojtahedi

...

2024/1/29

Deep Learning-based Intraoperative MRI Reconstruction

arXiv preprint arXiv:2401.12771

Jon André Ottesen

Tryggve Storas

Svein Are Sirirud Vatnehol

Grethe Løvland

Einar O Vik-Mo

...

2024/1/23

ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging

arXiv preprint arXiv:2404.19665

Dimitrios Karkalousos

Ivana Išgum

Henk A Marquering

Matthan WA Caan

2024/4/30

MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis

Dimitrios Karkalousos

Ivana Isgum

Henk Marquering

Matthan WA Caan

2024/1/23

Dynamic recurrent inference machines for accelerated MRI-guided radiotherapy of the liver

Computerized Medical Imaging and Graphics

Kai Lønning

Matthan WA Caan

Marlies E Nowee

Jan-Jakob Sonke

2024/2/8

The Advanced Toolbox for Multitask Medical Imaging Consistency (ATOMMIC): A Deep Learning framework to facilitate Magnetic Resonance Imaging

Dimitrios Karkalousos

Ivana Isgum

Henk Marquering

Matthan WA Caan

2024

Treatment response prediction in major depressive disorder using multimodal MRI and clinical data: secondary analysis of a randomized clinical trial

American Journal of Psychiatry

Maarten G Poirot

Henricus G Ruhe

Henk-Jan MM Mutsaerts

Ivan I Maximov

Inge R Groote

...

2024/2/7

A densely interconnected network for deep learning accelerated MRI

Magnetic Resonance Materials in Physics, Biology and Medicine

Jon André Ottesen

Matthan WA Caan

Inge Rasmus Groote

Atle Bjørnerud

2023/2

Utilizing 7-Tesla subthalamic nucleus connectivity in deep brain stimulation for Parkinson disease

Neuromodulation: Technology at the Neural Interface

Varvara Mathiopoulou

Niels Rijks

Matthan WA Caan

Luka C Liebrand

Francisca Ferreira

...

2023/2/1

Feasibility of detecting atrophy relevant for disability and cognition in multiple sclerosis using 3D-FLAIR

Journal of neurology

Samantha Noteboom

DR van Nederpelt

A Bajrami

B Moraal

MWA Caan

...

2023/11

Whole-liver flip-angle shimming at 7 T using parallel-transmit kT-point pulses and Fourier phase-encoded DREAM B

Bobby A Runderkamp

Thomas Roos

Wietske van der Zwaag

Gustav J Strijkers

Matthan WA Caan

...

2023

Thrombus radiomics in patients with anterior circulation acute ischemic stroke undergoing endovascular treatment

Journal of neurointerventional surgery

Henk van Voorst

Agnetha AE Bruggeman

Wenjin Yang

Jurr Andriessen

Elise Welberg

...

2023/9/1

The way back and ahead: MR physics at ultra-high field

Bobby A Runderkamp

Matthan WA Caan

Wietske van der Zwaag

Aart J Nederveen

2023/1/1

Automatic segmentation and quantification of the optic nerve on MRI using a 3D U-Net

Journal of Medical Imaging

Sabien van Elst

Christiaan M de Bloeme

Samantha Noteboom

Marcus C de Jong

Annette C Moll

...

2023/5/1

Prognostic value of thrombus volume and interaction with first-line endovascular treatment device choice

Stroke

Henk van Voorst

Agnetha AE Bruggeman

Jurr Andriessen

Jan W Hoving

Praneeta R Konduri

...

2023/4

Effects of the cardiac and respiratory cycles on CSF-mobility in human subarachnoid and perivascular spaces

Proceedings of the Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting

Lydiane Hirschler

Bobby A Runderkamp

Susanne J van Veluw

MW Caan

MJ van Osch

2022

Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction

Physics in Medicine & Biology

Dimitrios Karkalousos

Samantha Noteboom

Hanneke E Hulst

Frans M Vos

Matthan WA Caan

2022/6/8

Robustness of radiomics to variations in segmentation methods in multimodal brain MRI

Scientific reports

Maarten Gijsbert Poirot

MWA Caan

Henricus Gerardus Ruhe

Atle Bjørnerud

Inge Groote

...

2022/10/6

See List of Professors in Matthan Caan University(Universiteit van Amsterdam)