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Researcher
Dirk Vandermeulen
- Disciplines:Computer vision, Numerical computation
Affiliations
- Processing Speech and Images (PSI) (Division)
Member
From1 Aug 2020 → Today - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Jan 2008 → 31 Jul 2020 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 1999 → 31 Dec 2007
Projects
1 - 10 of 13
- Forensic ico-biometrics (PhD Position)From30 Aug 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Machine learning to predict cardiovascular events and response to therapy based on echocardiographic-derived functional and morphological characteristics of the heart.From5 May 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Machine learning to predict cardiovascular events and response to therapy based on echocardiographic-derived functional and morphological characteristics of the heart.From1 Jan 2020 → 31 Dec 2023Funding: FWO research project (including WEAVE projects)
- Diffeomorphic hybrid non-rigid registration, modelled using agentgenerated spatio-temporal velocity fields and applications in computational anatomy and medical image computing.From23 Aug 2019 → TodayFunding: FWO Strategic Basic Research Grant
- Learning-based strategies for analysis of shape patterns in medical imagesFrom1 Oct 2018 → TodayFunding: BOF - Concerted Research Project from 1994
- Development and External Validation of a 3D Convolutional Neural Network for Automated Detection of Vertebral Fractures in CT ScansFrom6 Aug 2018 → 24 Oct 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Learning faces from DNAFrom1 Jan 2018 → 31 Dec 2021Funding: FWO research project (including WEAVE projects)
- Understanding Final Infarct Prediction in Acute Ischemic Stroke Using Convolutional Neural NetworksFrom6 Nov 2017 → 26 Oct 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Genetic Architecture of 3D Facial Shape in Diverse PopulationsFrom8 Oct 2015 → 16 Dec 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Facial Recognition from DNA Predictable TraitsFrom1 Aug 2014 → 13 Dec 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 112
- OPG-Based Dental Age Estimation Using a Data-Technical Exploration of Deep Learning Techniques(2024)
Authors: Peter Claes, Dirk Vandermeulen, Patrick Thevissen, Jeroen Bertels
- Joint multi-ancestry and admixed GWAS reveals the complex genetics behind human cranial vault shape(2023)
Authors: Seppe Goovaerts, Hanne Hoskens, Dirk Vandermeulen, Peter Claes
- A statistical shape model for estimating missing soft tissues of the face in a black South African population(2023)
Authors: Harry Matthews, Peter Claes, Dirk Vandermeulen
- Encoding 3D Facial Shape(2022)
Authors: Nele Nauwelaers, Peter Claes, Dirk Vandermeulen
- Understanding Final Infarct Prediction in Acute Ischemic Stroke Using Convolutional Neural Networks(2022)
Authors: Jeroen Bertels, Dirk Vandermeulen, David Robben
- Deep learning-based dental implant recognition using synthetic X-ray images(2022)
Authors: Jeroen Bertels, Dirk Vandermeulen
- Bloodstain impact pattern Area of Origin estimation using least-squares angles: A HemoVision validation study(2022)
Authors: Philip Joris, Wim Van de Voorde, Dirk Vandermeulen, Peter Claes
- The Dice loss in the context of missing or empty labels: introducing phi and epsilon(2022)
Authors: Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes
Pages: 527 - 537Number of pages: 11 - Cross-modal distillation to improve MRI-based brain tumor segmentation with missing MRI sequences.(2021)
Authors: Masoomeh Rahimpour, Jeroen Bertels, Ahmed Radwan, Stefan Sunaert, Dirk Vandermeulen, Frederik Maes, Karolien Goffin, Michel Koole
Pages: 1 - 12 - Automated landmarking for palatal shape analysis using geometric deep learning(2021)
Authors: Harry Matthews, Nele Nauwelaers, Soha Sadat Mahdi, Hanne Hoskens, Dirk Vandermeulen, Peter Claes
Pages: 144 - 152