Jens Petersen

Jens Petersen

Københavns Universitet

H-index: 20

Europe-Denmark

About Jens Petersen

Jens Petersen, With an exceptional h-index of 20 and a recent h-index of 16 (since 2020), a distinguished researcher at Københavns Universitet, specializes in the field of medical image analysis, image segmentation, image registration, computer aided diagnosis, COPD.

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

Graph cut-based segmentation

Time trends in cardiac doses in 10,000 patients receiving curative thoracic radiation therapy between 2009 and 2020

Localise to segment: crop to improve organ at risk segmentation accuracy

Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis

Reproducibility of a combined artificial intelligence and optimal-surface graph-cut method to automate bronchial parameter extraction

Prediction of post-radiotherapy recurrence volumes in head and neck squamous cell carcinoma using 3D U-Net segmentation

Prediction of radiation-induced lymphopenia following exposure of the thoracic region and associated risk of infections and mortality

Interfractional dose accumulation for MR-guided liver SBRT: Variation among algorithms is highly patient-and fraction-dependent

Jens Petersen Information

University

Position

Computer Science

Citations(all)

1302

Citations(since 2020)

879

Cited By

700

hIndex(all)

20

hIndex(since 2020)

16

i10Index(all)

31

i10Index(since 2020)

20

Email

University Profile Page

Københavns Universitet

Google Scholar

View Google Scholar Profile

Jens Petersen Skills & Research Interests

medical image analysis

image segmentation

image registration

computer aided diagnosis

COPD

Top articles of Jens Petersen

Title

Journal

Author(s)

Publication Date

Graph cut-based segmentation

Jens Petersen

Ipek Oguz

Marleen de Bruijne

2024/1/1

Time trends in cardiac doses in 10,000 patients receiving curative thoracic radiation therapy between 2009 and 2020

medRxiv

Nora J Forbes

Cynthia Terrones-Campos

Abraham Smith

Joanne Reekie

Sune Darkner

...

2024

Localise to segment: crop to improve organ at risk segmentation accuracy

arXiv preprint arXiv:2304.04606

Abraham George Smith

Denis Kutnár

Ivan Richter Vogelius

Sune Darkner

Jens Petersen

2023/4/10

Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis

arXiv preprint arXiv:2301.05465

Julian Schön

Raghavendra Selvan

Lotte Nygård

Ivan Richter Vogelius

Jens Petersen

2023/1/13

Reproducibility of a combined artificial intelligence and optimal-surface graph-cut method to automate bronchial parameter extraction

European Radiology

Ivan Dudurych

Antonio Garcia-Uceda

Jens Petersen

Yihui Du

Rozemarijn Vliegenthart

...

2023/10

Prediction of post-radiotherapy recurrence volumes in head and neck squamous cell carcinoma using 3D U-Net segmentation

arXiv preprint arXiv:2308.08396

Denis Kutnár

Ivan R Vogelius

Katrin Elisabet Håkansson

Jens Petersen

Jeppe Friborg

...

2023/8/16

Prediction of radiation-induced lymphopenia following exposure of the thoracic region and associated risk of infections and mortality

Clinical Oncology

C Terrones-Campos

B Ledergerber

N Forbes

AG Smith

J Petersen

...

2023/7/1

Interfractional dose accumulation for MR-guided liver SBRT: Variation among algorithms is highly patient-and fraction-dependent

Radiotherapy and Oncology

Isak Wahlstedt

Abraham George Smith

Claus Erik Andersen

Claus Preibisch Behrens

Susanne Nørring Bekke

...

2023/5/1

Corrective-annotation auto-completion enables faster organ contouring

A Smith

Jens Petersen

Isak Wahlstedt

Signe Lenora Risumlund

Mette Van Overeem Felter

...

2022/5/1

RootPainter3D: Interactive‐machine‐learning enables rapid and accurate contouring for radiotherapy

Medical Physics

Abraham George Smith

Jens Petersen

Cynthia Terrones‐Campos

Anne Kiil Berthelsen

Nora Jarrett Forbes

...

2022/1

RootPainter: deep learning segmentation of biological images with corrective annotation

New Phytologist

Abraham George Smith

Eusun Han

Jens Petersen

Niels Alvin Faircloth Olsen

Christian Giese

...

2022/10

Interpreting Latent Spaces of Generative Models for Medical Images Using Unsupervised Methods

Julian Schön

Raghavendra Selvan

Jens Petersen

2022

MO-0716 Radiotherapy exposure and association with observed cardiovascular toxicity in over 5000 patients

Radiotherapy and Oncology

N Forbes

A Smith

J Petersen

C Terrones-Campos

J Reekie

...

2022/5/1

Segmenting two-dimensional structures with strided tensor networks

Raghavendra Selvan

Erik B Dam

Jens Petersen

2021/2/13

Patch-based medical image segmentation using matrix product state tensor networks

Machine Learning for Biomedical Imaging

Raghavendra Selvan

Erik B Dam

Søren Alexander Flensborg

Jens Petersen

2022/2/24

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

Scientific reports

Espen Jimenez-Solem

Tonny S Petersen

Casper Hansen

Christian Hansen

Christina Lioma

...

2021/2/5

Patch-based medical image segmentation using Quantum Tensor Networks

arXiv preprint arXiv:2109.07138

Raghavendra Selvan

Erik B Dam

Søren Alexander Flensborg

Jens Petersen

2021

Thoracic Image Analysis

Jens Petersen

Raúl San José Estépar

Alexander Schmidt-Richberg

Sarah Gerard

Bianca Lassen-Schmidt

...

2020

Graph refinement based airway extraction using mean-field networks and graph neural networks

Medical Image Analysis

Raghavendra Selvan

Thomas Kipf

Max Welling

Antonio Garcia-Uceda Juarez

Jesper H Pedersen

...

2020/8/1

Harnessing data science to advance radiation oncology

Ivan R Vogelius

Jens Petersen

Søren M Bentzen

2020/7

See List of Professors in Jens Petersen University(Københavns Universitet)

Co-Authors

H-index: 115
Aad van der Lugt

Aad van der Lugt

Erasmus Universiteit Rotterdam

H-index: 100
Wiro Niessen

Wiro Niessen

Erasmus Universiteit Rotterdam

H-index: 57
Marleen de Bruijne

Marleen de Bruijne

Københavns Universitet

H-index: 52
Stefan Klein

Stefan Klein

Erasmus Universiteit Rotterdam

H-index: 45
Mads Nielsen

Mads Nielsen

Københavns Universitet

H-index: 22
Lauge Sørensen

Lauge Sørensen

Københavns Universitet

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