Mathias Perslev

About Mathias Perslev

Mathias Perslev, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Københavns Universitet, specializes in the field of deep learning, neuroscience, medical image analysis, segmentation, time-series analysis.

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

Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet

Membrane curvature association of amphipathic helix 8 drives constitutive GPCR endocytosis

Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI

The liver tumor segmentation benchmark (lits)

Validation of the sleep EEG headband zmax

Advancing Kidney, Kidney Tumor, Cyst Segmentation: A Multi-Planner U-Net Approach for the KiTS23 Challenge

Multi‐planar 3D knee MRI segmentation via UNet inspired architectures

Towards automatic cartilage quantification in clinical trials–Continuing from the 2019 IWOAI Knee Segmentation Challenge

Mathias Perslev Information

University

Position

PhD Student @ Department of Computer Science

Citations(all)

1988

Citations(since 2020)

1986

Cited By

73

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Mathias Perslev Skills & Research Interests

deep learning

neuroscience

medical image analysis

segmentation

time-series analysis

Top articles of Mathias Perslev

Title

Journal

Author(s)

Publication Date

Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet

arXiv preprint arXiv:2401.06499

Sumit Pandey

Satyasaran Changdar

Mathias Perslev

Erik B Dam

2024/1/12

Membrane curvature association of amphipathic helix 8 drives constitutive GPCR endocytosis

bioRxiv

Rasmus Herlo

Jan Hendrik Schmidt

Joscha Rombach

Andreas Haahr Larsen

Mikkel Stoklund

...

2024

Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI

Jon Middleton

Marko Bauer

Kaining Sheng

Jacob Johansen

Mathias Perslev

...

2024/1/23

The liver tumor segmentation benchmark (lits)

Medical Image Analysis

Patrick Bilic

Patrick Christ

Hongwei Bran Li

Eugene Vorontsov

Avi Ben-Cohen

...

2023/2/1

Validation of the sleep EEG headband zmax

bioRxiv

Mahdad Jafarzadeh Esfahani

Frederik D. Weber

Merel Boon

Simone Anthes

Tatiana Almazova

...

2023

Advancing Kidney, Kidney Tumor, Cyst Segmentation: A Multi-Planner U-Net Approach for the KiTS23 Challenge

Sumit Pandey

Toshali

Mathias Perslev

Erik B Dam

2023/10/8

Multi‐planar 3D knee MRI segmentation via UNet inspired architectures

International Journal of Imaging Systems and Technology

Sandeep Singh Sengar

Christopher Meulengracht

Mikael Ploug Boesen

Anders Føhrby Overgaard

Henrik Gudbergsen

...

2023/5

Towards automatic cartilage quantification in clinical trials–Continuing from the 2019 IWOAI Knee Segmentation Challenge

Osteoarthritis Imaging

Erik B Dam

Arjun D Desai

Cem M Deniz

Haresh R Rajamohan

Ravinder Regatte

...

2023/3/1

Automatic detection of abnormal sleeping patterns in stroke patients using high-frequency sleep staging

Journal of Sleep Research

Mathias Perslev

Anders Sode West

Sofie Amalie Simonsen

Laura Bødker Ponsaing

Helle Klingenberg Iversen

...

2022

Can information on past and near-future weather and field conditions predict the safest pesticide application day?

Computers and Electronics in Agriculture

Jeanne Vuaille

Maja Holbak

Mathias Perslev

Efstathios Diamantopoulos

Signe M Jensen

...

2022/12/1

The medical segmentation decathlon

Nature communications

Michela Antonelli

Annika Reinke

Spyridon Bakas

Keyvan Farahani

Annette Kopp-Schneider

...

2022/7/15

Cross‐cohort automatic knee MRI segmentation with multi‐planar U‐nets

Journal of Magnetic Resonance Imaging

Mathias Perslev

Akshay Pai

Jos Runhaar

Christian Igel

Erik B Dam

2022/6

MULTI-INSTITUTIONAL LARGE-SCALE VALIDATION OF 8 METHODS FOR AUTOMATIC KNEE MRI SEGMENTATION FOR USE IN CLINICAL TRIALS

Osteoarthritis and Cartilage

EB Dam

A Desai

C Deniz

H Rajamohan

R Regatte

...

2022/4/1

How few annotations are needed for segmentation using a multi-planar U-Net?

William Michael Laprade

Mathias Perslev

Jon Sporring

2021/9/25

U-Sleep: resilient high-frequency sleep staging

NPJ digital medicine

Mathias Perslev

Sune Darkner

Lykke Kempfner

Miki Nikolic

Poul Jørgen Jennum

...

2021/4/15

The international workshop on osteoarthritis imaging knee MRI segmentation challenge: a multi-institute evaluation and analysis framework on a standardized dataset

Radiology: Artificial Intelligence

Arjun D Desai

Francesco Caliva

Claudia Iriondo

Aliasghar Mortazi

Sachin Jambawalikar

...

2021/2/10

Constitutive internalization across therapeutically targeted GPCRs correlates with constitutive activity

Basic & Clinical Pharmacology & Toxicology

Jan Hendrik Schmidt

Mathias Perslev

Lina Bukowski

Mikkel Stoklund

Freja Herborg

...

2020/6

See List of Professors in Mathias Perslev University(Københavns Universitet)