Frederik Maes

VIB-KU Leuven Center for Microbiology — Belgium

Computer Science · Physical Sciences

61h-index21.6kcitations702works1.32yr avg
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Research Topics

Medical Image Segmentation Techniques(167), Medical Imaging Techniques and Applications(106), Advanced MRI Techniques and Applications(103), Radiomics and Machine Learning in Medical Imaging(95), Advanced X-ray and CT Imaging(50)

Publications699 total

Automated Classification of Neuromuscular Diseases Using Thigh Muscle MRI With Model Interpretations
Journal of Cachexia Sarcopenia and Muscle·2025· 1 citedOpen Access
395PAdvancing clinical trials in myotonic dystrophy type 1: refining radiological, clinical and patient-reported outcome measures
Neuromuscular Disorders·2025
408PNatural disease progression in adult CMT1A: a prospective study using quantitative MRI and clinical assessments
Neuromuscular Disorders·2025
Automated quantification of lung pathology on micro-CT in diverse disease models using deep learning
EBioMedicine·2025· 1 citedOpen Access
Design and Evaluation of Deep Learning Models for Interactive Image Segmentation: A Survey
2025Open Access
CARE: Confidence-aware Ratio Estimation for Medical Biomarkers
Lirias (KU Leuven)·2025Open Access
THE CLINICAL VALIDATION OF A COMPUTER-ADIDE POLYP DETECTION MODEL INTEGRATED AS A PLUG-AND-PLAY ENDOSCOPY DEVICE (ALTER-EGO TRIAL)
Gastrointestinal Endoscopy·2025
CLINICAL IMPACT OF THE MISMATCH BETWEEN OPTICAL DIAGNOSIS AND HISTOLOGY: A POST- HOC SUB-ANALYSIS OF THE CAD-ARTIPOD TRIAL
Gastrointestinal Endoscopy·2025
Real-time automated assessment of histological disease activity in patients with ulcerative colitis using single-wavelength endoscopy technology
Endoscopy·2025· 1 cited
Clinical impact of the mismatch between optical diagnosis and histology: a posthoc sub-analysis of the CAD-ARTIPOD trial
Endoscopy·2025
Can Artificial Intelligence Identify Histological Subclasses of Hyperplastic Polyps Based On Their Endoscopic Features?
Endoscopy·2025
Joint contrast-enhanced and non-contrast CT segmentation by means of PCCT data: improved AI tuning illustrated for kidney segmentation
2025
Local response function estimation in spherical deconvolution for comprehensive tissue representation using diffusion MRI
Imaging Neuroscience·2025Open Access
Development of an Automated Tool for the Estimation of Histological Remission in Ulcerative Colitis Using Single-Wavelength Endoscopy Technology
Journal of Crohn s and Colitis·2024· 4 citedOpen Access
Blind spherical deconvolution of multi-shell diffusion MRI to model regional changes in pathology
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Segmentation-based quantitative measurements in renal CT imaging using deep learning
European Radiology Experimental·2024· 3 citedOpen Access
Rotation-invariant microstructure mapping revisited
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Voxel-level denoising of diffusion MRI using a rank-1 decomposition
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024· 1 cited
Test–retest reliability and follow‐up of muscle magnetic resonance elastography in adults with and without muscle diseases
Journal of Cachexia Sarcopenia and Muscle·2024· 2 citedOpen Access
Clinical consequences of computer-aided colorectal polyp detection
Gut·2024· 11 citedOpen Access
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Frequent Co-authors

Paul Suetens(28), Dirk Vandermeulen(22), Reinhilde Jacobs(7), André Collignon(5), Koen Van Leemput(4), Dirk Loeckx(4), Miet Loubele(4), Jan Bogaert(4), Benoît M. Dawant(3), Emiliano D’Agostino(3), Piet Claus(3), Steven Dymarkowski(3), Philippe Demaerel(3), Daniël van Steenberghe(3), Guy Marchal(3), G Marchal(2), Jay B. West(2), Calvin R. Maurer(2), Robert Kessler(2), Robert J. Maciunas(2)