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Researcher
Peter Claes
- Disciplines:Data mining, Quantitative genetics, Computer vision, Morphological sciences not elsewhere classified
Affiliations
- Laboratory for Imaging Genetics (Division)
Responsible
From1 Oct 2019 → Today - Processing Speech and Images (PSI) (Division)
Member
From1 Aug 2020 → 30 Sep 2022 - Department of Human Genetics (Department)
Member
From1 Oct 2019 → Today - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 2019 → 10 Jan 2020 - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Oct 2002 → 31 Jul 2020
Projects
1 - 10 of 26
- Dissecting the regulatory mechanisms of gene regulatory landscapes to predict the impact of non-coding variation.From1 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Age-appropriate 3D shape analysis and geometric deep learning for children undergoing craniofacial diagnostics and surgeryFrom8 Aug 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Artificial Intelligence (AI) applications in Oral healthcareFrom6 Mar 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Age and sex-appropriate 3D shape analysis and geometric deep learning for children undergoing craniofacial diagnostics and surgeryFrom1 Jan 2023 → TodayFunding: FWO research project (including WEAVE projects)
- Belgian Genome BiobankFrom1 May 2022 → TodayFunding: FWO Large scale research infrastructure
- Forensic ico-biometrics (PhD Position)From30 Aug 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Learning the complex genetics of the growing craniofacial system in the ABCD studyFrom12 Jul 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- 3D craniofacial phenotypes in genetic diagnosticsFrom1 Jan 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Objectively assessing dyadic biobehavioural synchrony via dual eye-tracking, dual EEG and ANS stress physiology recording, and detailed video monitoringFrom1 Jan 2021 → 31 Dec 2022Funding: BOF - scientific equipment program
- Data-driven search for 3D facial traits determined by major gene effects in health and diseaseFrom1 Oct 2020 → TodayFunding: BOF - projects
Publications
11 - 20 of 181
- Precise modulation of transcription factor levels identifies features underlying dosage sensitivity(2023)
Authors: Hanne Hoskens, Harry Matthews, Peter Claes
Pages: 841 - + - Quantification and visualization of the tooth extraction effects on face with spatially-dense geometric morphometrics(2023)
Authors: Harry Matthews, Peter Claes
- Initial Steps towards a Multilevel Functional Principal Components Analysis Model of Dynamical Shape Changes(2023)
Authors: Peter Claes
- Exploring regional aspects of 3D facial variation within European individuals(2023)
Authors: Harry Matthews, Hanne Hoskens, Peter Claes
- Refining nosology by modelling variation among facial phenotypes: The RASopathies(2023)
Authors: Harry Matthews, Michiel Vanneste, Hilde Peeters, Peter Claes
- Hybrid autoencoder with orthogonal latent space for robust population structure inference(2023)
Authors: Hanne Hoskens, Seppe Goovaerts, Peter Claes
- Age- and sex-related differences in 3D facial shape and muscle pressure in subjects with normal occlusion(2022)
Authors: Harry Matthews, Peter Claes, Guy Willems, Maria Cadenas de Llano Perula
- Wear patterns in knee OA correlate with native limb geometry(2022)
Authors: Nele Nauwelaers, Peter Claes
- Nasal characteristics in patients with asymmetric mandibular prognathism(2022)
Authors: Harry Matthews, Peter Claes
Pages: 680 - 688 - Part-Based Syndrome Classification and Metric Spaces: Linear 3D Facial Analysis vs Geometric Deep Learning(2022)
Authors: Soha Sadat Mahdi, Peter Claes, Hilde Peeters, Bart Boets
Patents
1 - 1 of 1