Marius Staring

Marius Staring

Universiteit Leiden

H-index: 39

Europe-Netherlands

About Marius Staring

Marius Staring, With an exceptional h-index of 39 and a recent h-index of 30 (since 2020), a distinguished researcher at Universiteit Leiden, specializes in the field of Bio-medical image analysis, machine learning, image registration.

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

AI‐based motion artifact severity estimation in undersampled MRI allowing for selection of appropriate reconstruction models

seg-metrics: a Python package to compute segmentation metrics

Vestibular schwannoma growth_prediction from longitudinal MRI by time conditioned neural fields

Large-scale dose evaluation of deep learning organ contours in head-and-neck radiotherapy by leveraging existing plans

Machine learning in image registration

Deep learning in rheumatological image interpretation

Inclusion Depth for Contour Ensembles

Implementation of Delineation Error Detection Systems in Clinical Practice: Do AI-Supported Optimization and Human Preferences Meet?

Marius Staring Information

University

Position

Leiden University Medical Center

Citations(all)

12752

Citations(since 2020)

7017

Cited By

8539

hIndex(all)

39

hIndex(since 2020)

30

i10Index(all)

83

i10Index(since 2020)

62

Email

University Profile Page

Google Scholar

Marius Staring Skills & Research Interests

Bio-medical image analysis

machine learning

image registration

Top articles of Marius Staring

Title

Journal

Author(s)

Publication Date

AI‐based motion artifact severity estimation in undersampled MRI allowing for selection of appropriate reconstruction models

Medical Physics

Laurens Beljaards

Nicola Pezzotti

Chinmay Rao

Mariya Doneva

Matthias JP van Osch

...

2024/1/3

seg-metrics: a Python package to compute segmentation metrics

medRxiv

Jingnan Jia

Marius Staring

Berend C Stoel

2024

Vestibular schwannoma growth_prediction from longitudinal MRI by time conditioned neural fields

arXiv preprint arXiv:2404.02614

Yunjie Chen

Jelmer M Wolterink

Olaf M Neve

Stephan R Romeijn

Berit M Verbist

...

2024/4/3

Large-scale dose evaluation of deep learning organ contours in head-and-neck radiotherapy by leveraging existing plans

Physics and Imaging in Radiation Oncology

Prerak Mody

Merle Huiskes

Nicolas F Chaves-de-Plaza

Alice Onderwater

Rense Lamsma

...

2024/4/1

Machine learning in image registration

Bob D de Vos

Hessam Sokooti

Marius Staring

Ivana Išgum

2024/1/1

Deep learning in rheumatological image interpretation

Berend C Stoel

Marius Staring

Monique Reijnierse

Annette van der Helm-van Mil

2024/2/8

Inclusion Depth for Contour Ensembles

IEEE Transactions on Visualization and Computer Graphics

Nicolas F Chaves-de-Plaza

Prerak Mody

Marius Staring

René van Egmond

Anna Vilanova

...

2024/1/5

Implementation of Delineation Error Detection Systems in Clinical Practice: Do AI-Supported Optimization and Human Preferences Meet?

Nicolas F Chaves-de-Plaza

Prerak Mody

Klaus Hildebrandt

Marius Staring

Eleftheria Astreinidou

...

2023/10/30

Deep Learning on Preoperative Radiographs for Clinical Success Prediction after Surgery for Cervical Degenerative Disease

Brain and Spine

Caroline Goedmakers

Leonie Pereboom

Merel de Leeuw den Bouter

Rob Remis

Marius Staring

...

2023/1/1

A simulation framework of the preclinical proton irradiation workflow

Justin Malimban

Felix Ludwig

Danny Lathouwers

Marius Staring

Frank Verhaegen

...

2023

Joint Optimization of a -VAE for ECG Task-Specific Feature Extraction

Viktor van der Valk

Douwe Atsma

Roderick Scherptong

Marius Staring

2023/10/1

CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation

arXiv preprint arXiv:2309.03320

Yunjie Chen

Marius Staring

Olaf M Neve

Stephan R Romeijn

Erik F Hensen

...

2023/9/6

Automated 2‐Dimensional Measurement of Vestibular Schwannoma: Validity and Accuracy of an Artificial Intelligence Algorithm

Otolaryngology–Head and Neck Surgery

Olaf M Neve

Stephan R Romeijn

Yunjie Chen

Larissa Nagtegaal

Willem Grootjans

...

2023/12

Local implicit neural representations for multi-sequence MRI translation

Yunjie Chen

Marius Staring

Jelmer M Wolterink

Qian Tao

2023/4/18

Automatic pulmonary function estimation from chest CT scans using deep regression neural networks: the relation between structure and function in systemic sclerosis

IEEE Access

Jingnan Jia

Emiel R Marges

Jeska K De Vries-Bouwstra

Maarten K Ninaber

Lucia JM Kroft

...

2023/11/28

Automated quantification of the pulmonary vasculature in pulmonary embolism and chronic thromboembolic pulmonary hypertension

Pulmonary Circulation

Zhiwei Zhai

Gudula JAM Boon

Marius Staring

Lisette F van Dam

Lucia JM Kroft

...

2023/4

Comparing Bayesian models for organ contouring in head and neck radiotherapy

Prerak P Mody

Nicolas Chaves-de-Plaza

Klaus Hildebrandt

René van Egmond

Huib de Ridder

...

2022/4/4

Personalized local SAR prediction for parallel transmit neuroimaging at 7T from a single T1‐weighted dataset

Magnetic resonance in medicine

Wyger M Brink

Sahar Yousefi

Prernna Bhatnagar

Rob F Remis

Marius Staring

...

2022/7

Fast subject-specific local SAR and B1+ prediction for PTx at 7T using only an initial localizer scan

Proceedings of the 30th Joint Annual ISMRM-ESMRMB Meeting, London, UK

Wyger Brink

Marius Staring

Rob Remis

Andrew Webb

2022

Prediction of lung CT scores of systemic sclerosis by cascaded regression neural networks

Jingnan Jia

Marius Staring

Irene Hernández-Girón

Lucia JM Kroft

Anne A Schouffoer

...

2022/4/4

See List of Professors in Marius Staring University(Universiteit Leiden)

Co-Authors

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