Persoonlijk profiel
Quote
In the fight against cancer, we need to make sure the medical specialists have the right 'weapons'.
Research profile
Fons van der Sommen is an associate professor at the research group Video Coding & Architectures of the department of Electrical Engineering. He is a passionate scientist and educator, holding a MSc. in Electrical Engineering (2012, cum laude) and a PhD in Computer Vision (2017, cum laude). Driven by a personal tragedy, a passion for science and a desire to contribute to this world, he applies his understanding of machine learning and computer vision in healthcare, where he aims to develop novel assistive technologies for medical doctors, helping them with early diagnosis and effective treatment of disease.
In particular, in the field of Medical Image Analysis, Van der Sommen's research focuses on Computer-Aided Detection and Diagnosis (CADe/CADx) for oncology, striving to increase the detection rates and early diagnosis of developing cancer -- thereby vastly increasing the chances of survival for patients. Towards this goal, he works closely with medical specialists in an interdisciplinary team, aiming to translate medical domain knowledge into technical algorithms and vice versa.
Academic background
Fons van der Sommen studied Electrical Engineering at Eindhoven University of Technology (TU/e, the Netherlands) where he obtained his MSc in 2012 with the distinction cum laude. The year before his father had died of cancer, with motivated him to investigate the feasibility of an algorithm for the computer-aided detection of esophageal cancer. This resulted in three publications on international conferences. Following his Master's studies Van der Sommen continued to work on computer vision methods for esophageal cancer detection in collaboration with the Catharina Hospital (Eindhoven) while pursuing a PhD degree. In 2017 he obtained his doctorate with his thesis 'Computer-aided detection of early Barrett's cancer', again with the distinction cum laude. In 2018, after having been a postdoctoral researcher at TU/e for a year, he was appointed assistant professor at the research group Video Coding & Architectures of the TU/e department of Electrical Engineering. That same year he was awarded the TU/e PhD thesis prize.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
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SDG 3 – Goede gezondheid en welzijn
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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TASTI - XECS221002
Viviers, C. G. A. (Projectmedewerker), Claessens, C. H. B. (Projectmedewerker), De Espírito Santo e Caetano, F. (Projectmedewerker), van der Sommen, F. (Project Manager) & de With, P. H. N. (Projectmedewerker)
1/01/23 → 30/06/26
Project: Third tier
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AdvAR4AIServ: Advanced Augmented Reality Solutions for AI-based Servitization
Schoonbeek, T. J. (Projectmedewerker), van der Sommen, F. (Project Manager) & de With, P. H. N. (Projectmedewerker)
1/10/20 → 1/12/26
Project: Third tier
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XL-ARGOS extensie-0
van der Putten, J. A. (Projectmedewerker), Fonollà, R. (Projectmedewerker), Boers, T. (Projectmedewerker), Viviers, C. G. A. (Projectmedewerker), Dehghani, N. (Projectmedewerker), Kusters, K. (Projectmedewerker), Jaspers, T. J. M. (Projectmedewerker), van Nierop, W. (Projectmedewerker), Abdi, L. (Projectmedewerker), van der Sommen, F. (Project Manager) & de With, P. H. N. (Projectmedewerker)
26/03/20 → 30/06/25
Project: Third tier
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3DSEM:3D Imaging with Scanning Electron Microscopy
van der Sommen, F. (Project communicatie medewerker), Houben, T. (Projectmedewerker), van der Sommen, F. (Project Manager) & de With, P. H. N. (Projectmedewerker)
1/01/20 → 5/02/26
Project: Third tier
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Next generation X-ray imaging system
de With, P. H. N. (Project Manager), van der Sommen, F. (Projectmedewerker), Zavala Mondragon, L. A. (Projectmedewerker), Manni, F. (Projectmedewerker), Viviers, C. G. A. (Projectmedewerker) & van der Hagen, D. (Project communicatie medewerker)
1/01/18 → 31/12/21
Project: Onderzoek direct
Onderzoeksoutput
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Curriculum for safe and effective use of artificial intelligence in endoscopy: European Society of Gastrointestinal Endoscopy (ESGE) Position Statement
ESGE AI Curriculum advisory and voting group, Mori, Y. (Corresponding author) & van der Sommen, F., 1 feb. 2026, In: Endoscopy. 58, 2, blz. 202-210 9 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
6 Link wordt geopend op een nieuw tabblad Citaten (Scopus) -
Evaluating Performance of a Deep Learning–based Artificial Intelligence Model for Ovarian Tumor Classification Using a Multicenter CT Dataset
Koch, A. H. (Corresponding author), Claessens, C. H. B., Nies, I., Schultz, E. W. R., Hellström, T. A. E., Boers, T., Dekker, E. M. L., Muntinga, C. L. P., Hoogstad-van Evert, J. S., Niers-Stobbe, I., Bruining, A., Lok, C. A. R., Nederend, J., van der Sommen, F. & Piek, J. M. J., mrt. 2026, In: Radiology: Imaging Cancer. 8, 2, e250027.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
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GastroNet-5M: A Multicenter Dataset for Developing Foundation Models in Gastrointestinal Endoscopy
BONS-AI consortium, Boers, T., Kusters, K., Jaspers, T. J. M., van der Putten, J. A., de With, P. H. N., van der Sommen, F. & Bergman, J. J. G. H. M. (Corresponding author), jan. 2026, In: Gastroenterology. 170, 1, blz. 174-187 14 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand6 Link wordt geopend op een nieuw tabblad Citaten (Scopus)53 Downloads (Pure) -
MedShift: Implicit Conditional Transport for X-Ray Domain Adaptation
Caetano, F., Viviers, C., de With, P. H. N. & van der Sommen, F., 23 feb. 2026, 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2025. Institute of Electrical and Electronics Engineers, blz. 5558-5567 10 blz. 11374584Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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Optical Diagnosis of Early Colorectal Carcinoma: Performance of an Artificial Intelligence Algorithm vs Endoscopists
Dutch T1 Colorectal Cancer Working Group and COMET T1 CRC study group, Thijssen, A. (Corresponding author), Dehghani, N., de With, P. H. N. & van der Sommen, F., 2026, In: Techniques and Innovations in Gastrointestinal Endoscopy. 28, 2, 9 blz., 250968.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand4 Downloads (Pure)
Datasets
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A signal processing interpretation of noise-reduction convolutional neural networks: Toy model
de With, P. H. N. (Ontwerper), van der Sommen, F. (Ontwerper) & Zavala-Mondragón, L. A. (Bijdrager), Code Ocean, 9 feb. 2023
DOI: 10.24433/co.7845737.v1, https://codeocean.com/capsule/4720962/tree/v1 en nog één link, https://codeocean.com/capsule/4720962/tree/v2 (minder tonen)
Dataset
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Noise reduction in CT using Learned Wavelet-Frame Shrinkage Networks: Pytorch implementation
Zavala Mondragon, L. A. (Ontwerper), van der Sommen, F. (Ontwerper), de With, P. H. N. (Ontwerper), Rongen, P. (Ontwerper) & Bescos, J. O. (Ontwerper), Code Ocean, 15 feb. 2022
DOI: 10.24433/co.6664988.v1, https://codeocean.com/capsule/9027829/tree/v1
Dataset
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IndustReal Dataset of Egocentric Videos for Procedure Understanding
Schoonbeek, T. J. (Ontwerper), Houben, T. (Ontwerper), Onvlee, H. (Ontwerper), de With, P. H. N. (Bijdrager) & van der Sommen, F. (Bijdrager), 4TU.Centre for Research Data, 23 aug. 2024
DOI: 10.4121/b008dd74-020d-4ea4-a8ba-7bb60769d224.v2, https://data.4tu.nl/datasets/b008dd74-020d-4ea4-a8ba-7bb60769d224/2 en nog één link, https://data.4tu.nl/datasets/b008dd74-020d-4ea4-a8ba-7bb60769d224 (minder tonen)
Dataset
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Extension to IndustReal Dataset: Assembly State Recognition with Error States
Schoonbeek, T. J. (Ontwerper), Balachandran, G. (Ontwerper), Onvlee, H. (Ontwerper), Houben, T. (Ontwerper), Hung, S.-H. (Ontwerper), Kustra, J. (Ontwerper), de With, P. H. N. (Bijdrager) & van der Sommen, F. (Bijdrager), 4TU.Centre for Research Data, 28 okt. 2024
DOI: 10.4121/611adbc7-7935-43a6-8c3f-b2260a508e73, https://data.4tu.nl/datasets/611adbc7-7935-43a6-8c3f-b2260a508e73 en nog één link, https://data.4tu.nl/datasets/611adbc7-7935-43a6-8c3f-b2260a508e73/1 (minder tonen)
Dataset
Prijzen
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Best Poster Presentation
van der Sommen, F. (Ontvanger), 10 mei 2017
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best Poster Presentation
van der Sommen, F. (Ontvanger), 18 jun. 2013
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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TU/e Best PhD Thesis Award
van der Sommen, F. (Ontvanger), 21 sep. 2018
Prijs: TU/e › Anders › Wetenschappelijk
Activiteiten
- 4 Aangemelde presentatie
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A novel clinical gland feature for detection of early Barrett’s neoplasia using volumetric laser endomicroscopy
Scheeve, T. (Spreker), Struyvenberg, M. R. (Deelnemer), Curvers, W. L. (Deelnemer), de Groof, J. (Deelnemer), Schoon, E. J. (Deelnemer), Bergman, J. J. G. H. M. (Deelnemer), van der Sommen, F. (Deelnemer) & de With, P. H. N. (Deelnemer)
20 feb. 2019Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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Computer-aided classification of colorectal polyps using blue-light and linked-color imaging
Scheeve, T. (Spreker), Schreuder, R.-M. (Deelnemer), van der Sommen, F. (Deelnemer), IJspeert, J. E. G. (Deelnemer), Dekker, E. (Deelnemer), Schoon, E. J. (Deelnemer) & de With, P. H. N. (Deelnemer)
18 feb. 2019Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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Computer-aided classification of colorectal polyps
Scheeve, T. (Spreker), Schreuder, R.-M. (Deelnemer), van der Sommen, F. (Deelnemer), Schoon, E. J. (Deelnemer) & de With, P. H. N. (Deelnemer)
5 apr. 2018Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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Voorjaarsvergadering Nederlandse Vereniging voor Gastroenterologie, Koningshof, Veldhoven, the Netherlands
van der Sommen, F. (Spreker)
22 mrt. 2013Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
Cursussen
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Data analysis and learning methods
Kaymak, U., van der Sommen, F. & Khaled, Q. 1/09/25 → 31/08/26
Cursus
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Fundamentals of machine learning
van Erp, B., van Mechelen, D., van der Sommen, F. & Zavala Mondragon, L. A. 1/09/20 → 31/08/26
Cursus
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Honors program professional development
Bondarau, Y., Özkan, L. & van der Sommen, F. 1/09/21 → 31/08/26
Cursus
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Knipsels
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Data on Artificial Intelligence Published by Researchers at Maastricht University Medical Center (Automatic textual description of colorectal polyp features: explainable artificial intelligence)
de With, P. H. N., van der Sommen, F., Fonollà, R. & Scheeve, T.
25/04/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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New Artificial Intelligence Findings from Eindhoven University of Technology Published (Optical Biopsy of Dysplasia in Barrett's Oesophagus Assisted by Artificial Intelligence)
de With, P. H. N. & van der Sommen, F.
21/04/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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-Eindhoven University of Technology : Fons van der Sommen: 'Trust is key for succesful use of AI'
27/07/22
3 items van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Fons van der Sommen: “Trust is key for succesful use of AI”
26/07/22
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Eindhoven University of Technology: Research Talent to Work on AI, Photonics and Energy With Veni Grant
van der Sommen, F., Rücker, M. & Schrotenboer, A.
12/04/22
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Impacts
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Oncology
van der Sommen, F. (Onderzoeker), Lazar, M. (Onderzoeker), Lavrijsen, R. (Onderzoeker), Bax, N. (Content manager), van der Hagen, D. (Content manager) & Sanders, R. (Content manager)
Impact: Research Topic/Theme (at group level)
Scriptie
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Automatic detection of early cancer in the esophagus using high-definition endoscopy
van der Sommen, F. (Auteur), Zinger, S. (Afstudeerdocent 1), de With, P. H. N. (Afstudeerdocent 2) & Schoon, E. J. (Externe coach), 31 aug. 2012Scriptie/Masterproef: Master