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Scopus Author ID: 36807940300

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Flanders Make (Belgium): Leuven, BE

Employment
Source: Self-asserted source
Steven Michiels

Works (13)

Patient selection for proton therapy using Normal Tissue Complication Probability with deep learning dose prediction for oropharyngeal cancer

Medical Physics
2023-05-04 | Journal article
DOI: 10.1002/mp.16431
Part of ISSN: 0094-2405
Part of ISSN: 2473-4209
Contributors: Margerie Huet‐Dastarac; Steven Michiels; Sara Teruel Rivas; Hamdiye Ozan; Edmond Sterpin; John A. Lee; Ana Barragan‐Montero
Source: Self-asserted source
Steven Michiels

Machine learning for automated quality control in injection moulding manufacturing

arXiv
2022 | Other
DOI: 10.48550/arXiv.2206.15285
EID:

2-s2.0-85134484000

Part of ISSN: 23318422
Contributors: Michiels, S.; De Schryver, C.; Houthuys, L.; Vogeler, F.; Desplentere, F.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Artificial intelligence and machine learning for medical imaging: A technology review

Physica Medica
2021 | Journal article
DOI: 10.1016/j.ejmp.2021.04.016
EID:

2-s2.0-85106344976

Part of ISSN: 1724191X 11201797
Contributors: Barragán-Montero, A.; Javaid, U.; Valdés, G.; Nguyen, D.; Desbordes, P.; Macq, B.; Willems, S.; Vandewinckele, L.; Holmström, M.; Löfman, F. et al.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance

Physica Medica
2021 | Journal article
DOI: 10.1016/j.ejmp.2021.02.026
EID:

2-s2.0-85103142382

Part of ISSN: 1724191X 11201797
Contributors: Barragán-Montero, A.M.; Thomas, M.; Defraene, G.; Michiels, S.; Haustermans, K.; Lee, J.A.; Sterpin, E.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Automatic tool for head and neck patient referral based on dose prediction with deep learning

Radiotherapy and Oncology
2021-08 | Conference abstract
DOI: 10.1016/s0167-8140(21)07002-x
Part of ISSN: 0167-8140
Contributors: M. Huet Dastarac; A.M. Barragán-Montero; S. Michiels; S. Teruel Rivas; E. Sterpin; J. Lee
Source: Self-asserted source
Steven Michiels

Improvement of kilovoltage intrafraction monitoring accuracy through gantry angles selection

Biomedical Physics and Engineering Express
2020 | Journal article
DOI: 10.1088/2057-1976/abb18e
EID:

2-s2.0-85092769183

Part of ISSN: 20571976
Contributors: Veken, L.V.; Dechambre, D.; Michiels, S.; Cohilis, M.; Souris, K.; Lee, J.A.; Geets, X.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Development and accuracy evaluation of a single-camera intra-bore surface scanning system for radiotherapy in an O-ring linac

Physics and Imaging in Radiation Oncology
2019 | Journal article
DOI: 10.1016/j.phro.2019.07.003
EID:

2-s2.0-85069728656

Part of ISSN: 24056316
Contributors: Delombaerde, L.; Petillion, S.; Michiels, S.; Weltens, C.; Depuydt, T.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Three-dimensional treatment planning and treatment protocol in embryonal rhabdomyosarcoma and orthognathic surgery: A case report

Oral and Maxillofacial Surgery Cases
2019 | Journal article
DOI: 10.1016/j.omsc.2019.100111
EID:

2-s2.0-85068164042

Part of ISSN: 22145419
Contributors: Shujaat, S.; Jacobs, R.; Shaheen, E.; Michiels, S.; Politis, C.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Validation and IMRT/VMAT delivery quality of a preconfigured fast-rotating O-ring linac system

Medical Physics
2019 | Journal article
DOI: 10.1002/mp.13282
EID:

2-s2.0-85058192680

Part of ISSN: 00942405
Contributors: De Roover, R.; Crijns, W.; Poels, K.; Michiels, S.; Nulens, A.; Vanstraelen, B.; Petillion, S.; De Brabandere, M.; Haustermans, K.; Depuydt, T.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Patient-specific bolus for range shifter air gap reduction in intensity-modulated proton therapy of head-and-neck cancer studied with Monte Carlo based plan optimization

Radiotherapy and Oncology
2018 | Journal article
DOI: 10.1016/j.radonc.2017.09.006
EID:

2-s2.0-85029769523

Part of ISSN: 18790887 01678140
Contributors: Michiels, S.; Barragán, A.M.; Souris, K.; Poels, K.; Crijns, W.; Lee, J.A.; Sterpin, E.; Nuyts, S.; Haustermans, K.; Depuydt, T.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Production of patient-specific electron beam aperture cut-outs using a low-cost, multi-purpose 3D printer

Journal of Applied Clinical Medical Physics
2018 | Journal article
DOI: 10.1002/acm2.12421
EID:

2-s2.0-85052838082

Part of ISSN: 15269914
Contributors: Michiels, S.; Mangelschots, B.; Roover, R.D.; Devroye, C.; Depuydt, T.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Volumetric modulated arc therapy of head-and-neck cancer on a fast-rotating O-ring linac: Plan quality and delivery time comparison with a C-arm linac

Radiotherapy and Oncology
2018 | Journal article
DOI: 10.1016/j.radonc.2018.04.021
EID:

2-s2.0-85046725846

Part of ISSN: 18790887 01678140
Contributors: Michiels, S.; Poels, K.; Crijns, W.; Delombaerde, L.; De Roover, R.; Vanstraelen, B.; Haustermans, K.; Nuyts, S.; Depuydt, T.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier

Towards 3D printed multifunctional immobilization for proton therapy: Initial materials characterization

Medical Physics
2016 | Journal article
DOI: 10.1118/1.4962033
EID:

2-s2.0-84986588517

Part of ISSN: 00942405
Contributors: Michiels, S.; D'Hollander, A.; Lammens, N.; Kersemans, M.; Zhang, G.; Denis, J.-M.; Poels, K.; Sterpin, E.; Nuyts, S.; Haustermans, K. et al.
Source: Self-asserted source
Steven Michiels via Scopus - Elsevier
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