Matthias Wilms - Institute of Medical Informatics, University of Lübeck

基本信息

Career Trajectory

Bio

Matthias Wilms received the BSc degree in computer science from the Hamburg University of Applied Sciences, Germany, in 2009 and the MSc degree in computer science from the University of Hamburg, Germany, in 2012. He is currently a research assistant and is working towads the PhD degree at the Institute of Medical Informatics at the University of Lübeck, Germany. His research interests include image-based modelling of respiratory motion and model-based image segmentation.

Research Interests

Papers共 137 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Self-supervised Identification and Elimination of Harmful Datasets in Distributed Machine Learning for Medical Image Analysis

Raissa Souza,Emma A M Stanley,Anthony J Winder, Chris Kang,Kimberly Amador, Erik Y Ohara,Gabrielle Dagasso,Richard Camicioli,Oury Monchi,Zahinoor Ismail,Matthias Wilms,Nils D Forkert

NPJ digital medicineno. 1 (2025): 104-104

Cited0Views0WOSNATUREEIBibtex

Brain Aging in Patients with Cardiovascular Disease from the UK Biobank

Elizabeth Mcavoy, Emma A M Stanley, Anthony J Winder,Matthias Wilms, Nils D Forkert

Human brain mappingno. 8 (2025): e70252-e70252

Cited0Views0WOSBibtex

Where, Why, and How is Bias Learned in Medical Image Analysis Models? A Study of Bias Encoding Within Convolutional Networks Using Synthetic Data

Emma A. M. Stanley,Raissa Souza,Matthias Wilms,Nils D. Forkert

EBIOMEDICINE (2025)

Cited0Views0WOSBibtex

Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge

Rachid Zeghlache, Ikram Brahim,Pierre-Henri Conze,Mathieu Lamard, Mohammed El Amine Lazouni, Zineb Aziza Elaouaber, Leila Ryma Lazouni, Christopher Nielsen, Ahmad O. Ahsan,Matthias Wilms, Nils D. Forkert, Lovre Antonio Budimir, Ivana Matovinović, Donik Vršnak,Sven Lončarić, Philippe Zhang, Weili Jiang, Yihao Li, Yiding Hao, Markus Frohmann, Patrick Binder, Marcel Huber, Taha Emre, Teresa Finisterra Araújo,Marzieh Oghbaie,Hrvoje Bogunović, Amerens A. Bekkers, Nina M. van Liebergen, Hugo J. Kuijf,Abdul Qayyum, Moona Mazher, Steven A. Niederer, Alberto J. Beltrán-Carrero, Juan J. Gómez-Valverde, Javier Torresano-Rodríquez, Álvaro Caballero-Sastre, María J. Ledesma Carbayo, Yosuke Yamagishi, Yi Ding, Robin Peretzke, Alexandra Ertl, Maximilian Fischer, Jessica Kächele, Sofiane Zehar, Karim Boukli Hacene, Thomas Monfort,Béatrice Cochener,Mostafa El Habib Daho, Anas-Alexis Benyoussef,Gwenolé Quellec

arxiv（2025）

Cited0Views0Bibtex

Towards Realistic Simulation of Disease Progression in the Visual Cortex with CNNs

Jasmine A Moore, Chris Kang,Vibujithan Vigneshwaran,Emma A M Stanley, Ashar Memon,Matthias Wilms,Nils D Forkert

Scientific reportsno. 1 (2025): 6099-6099

Cited0Views0WOSNATUREBibtex

Structural Network Measures Reveal the Emergence of Heavy-Tailed Degree Distributions in Lottery Ticket Multilayer Perceptrons

Chris Kang, Jasmine A. Moore, Samuel Robertson,Matthias Wilms,Emma K. Towlson,Nils D. Forkert

Neural Networks（2025）

Cited0Views0WOSBibtex

A Novel Foundation Model-Based Framework for Multimodal Retinal Age Prediction

Christopher Nielsen,Matthias Wilms, Nils D. Forkert

IEEE Journal of Translational Engineering in Health and Medicineno. 99 (2025): 1-1

Cited0Views0EIWOSBibtex

A Cross-Attention-based Deep Learning Approach for Predicting Functional Stroke Outcomes Using 4D CTP Imaging and Clinical Metadata

Kimberly Amador, Noah Pinel,Anthony J. Winder,Jens Fiehler,Matthias Wilms,Nils D. Forkert

MEDICAL IMAGE ANALYSIS (2025)

Cited0Views0WOSEIBibtex

Dimensionality Reduction in 3D Causal Deep Learning for Neuroimage Generation: an Evaluation Study

Erik Y Ohara,Vibujithan Vigneshwaran,Raissa Souza, Finn G Vamosi,Matthias Wilms, Nils D Forkert

Journal of medical imaging (Bellingham, Wash)no. 2 (2025): 024506-024506

Cited0Views0WOSBibtex

The Retinal Age Gap: an Affordable and Highly Accessible Biomarker for Population-Wide Disease Screening Across the Globe

Christopher Nielsen,Matthias Wilms,Nils Daniel Forkert

Proceedings Biological sciences（2025）

Cited0Views0WOSBibtex

Author Statistics

Co-Author

Co-Institution

D-Core

合作者
学生
导师

No result temporarily, you can search similar Scholar with the same research interest

Data Disclaimer

The page data are from open Internet sources, cooperative publishers and automatic analysis results through AI technology. We do not make any commitments and guarantees for the validity, accuracy, correctness, reliability, completeness and timeliness of the page data. If you have any questions, please contact us by email: report@aminer.cn