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Dive into the research topics where W. Schillemans is active.

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Featured researches published by W. Schillemans.


Seminars in Radiation Oncology | 2016

Dose and Volume of the Irradiated Main Bronchi and Related Side Effects in the Treatment of Central Lung Tumors With Stereotactic Radiotherapy.

M. Duijm; W. Schillemans; Joachim Aerts; B.J.M. Heijmen; Joost J. Nuyttens

High radiation dose to the main bronchi can result in stenosis, occlusion or fistula formation, and death. Only 8 articles have reported side effects to the main bronchi from stereotactic body radiation therapy (SBRT), mostly with only one symptomatic complication per article. Therefore, we calculated the dose to the bronchial structures, such as trachea; mainstem bronchi; intermediate bronchus; upper-, middle-, and lower-lobe bronchus; and the segmental bronchi in 134 patients with central tumors and calculated the normal tissue complication probability (NTCP) for each of these structures, with toxicity determination based upon computed tomography imaging. No side effects were found in the trachea, and only stenosis occurred in the main bronchus and bronchus intermedius. Higher grades of side effects, such as occlusion and atelectasis, were only seen in the upper-, middle-, and lower bronchi and the segmental bronchi. When 0.5cc of a segmental bronchi was irradiated to 50Gy in 5 fractions, it was about 50% likely to be occluded radiographically. For grade 1 radiographically evident side effects, the 50% risk level for a 5-fraction Dmax was 55Gy for mid-bronchi and 65Gy for mainstem bronchi. To assure the relationship between clinical toxicity and side effects to the bronchi, further investigation is needed.


Physics in Medicine and Biology | 2013

Intra-patient semi-automated segmentation of the cervix-uterus in CT-images for adaptive radiotherapy of cervical cancer

M Luiza Bondar; Mischa S. Hoogeman; W. Schillemans; B.J.M. Heijmen

For online adaptive radiotherapy of cervical cancer, fast and accurate image segmentation is required to facilitate daily treatment adaptation. Our aim was twofold: (1) to test and compare three intra-patient automated segmentation methods for the cervix-uterus structure in CT-images and (2) to improve the segmentation accuracy by including prior knowledge on the daily bladder volume or on the daily coordinates of implanted fiducial markers. The tested methods were: shape deformation (SD) and atlas-based segmentation (ABAS) using two non-rigid registration methods: demons and a hierarchical algorithm. Tests on 102 CT-scans of 13 patients demonstrated that the segmentation accuracy significantly increased by including the bladder volume predicted with a simple 1D model based on a manually defined bladder top. Moreover, manually identified implanted fiducial markers significantly improved the accuracy of the SD method. For patients with large cervix-uterus volume regression, the use of CT-data acquired toward the end of the treatment was required to improve segmentation accuracy. Including prior knowledge, the segmentation results of SD (Dice similarity coefficient 85 ± 6%, error margin 2.2 ± 2.3 mm, average time around 1 min) and of ABAS using hierarchical non-rigid registration (Dice 82 ± 10%, error margin 3.1 ± 2.3 mm, average time around 30 s) support their use for image guided online adaptive radiotherapy of cervical cancer.


Radiotherapy and Oncology | 2018

Late toxicity in the randomized multicenter HYPRO trial for prostate cancer analyzed with automated treatment planning

A.W. Sharfo; M. Dirkx; R. Bijman; W. Schillemans; S. Breedveld; Shafak Aluwini; Floris J. Pos; Luca Incrocci; B.J.M. Heijmen

PURPOSE/OBJECTIVE Assess to what extent the use of automated treatment planning would have reduced organ-at-risk dose delivery observed in the randomized HYPRO trial for prostate cancer, and estimate related toxicity reductions. Investigate to what extent improved plan quality for hypofractionation scheme as achieved with automated planning can potentially reduce observed enhanced toxicity for the investigated hypofractionation scheme to levels observed for conventional fractionation scheme. MATERIAL/METHODS For 725 trial patients, VMAT plans were generated with an algorithm for automated multi-criterial plan generation (autoVMAT). All clinically delivered plans (CLINICAL), generated with commonly applied interactive trial-and-error planning were also available for the investigations. Analyses were based on dose-volume histograms (DVH) and predicted normal tissue complication probabilities (NTCP) for late gastrointestinal (GI) toxicity. RESULTS Compared to CLINICAL, autoVMAT plans had similar or higher PTV coverage, while large and statistically significant OAR sparing was achieved. Mean doses in the rectum, anus and bladder were reduced by 7.8 ± 4.7 Gy, 7.9 ± 6.0 Gy and 4.2 ± 2.9 Gy, respectively (p < 0.001). NTCPs for late grade ≥2 GI toxicity, rectal bleeding and stool incontinence were reduced from 23.3 ± 9.1% to 19.7 ± 8.9%, from 9.7 ± 2.8% to 8.2 ± 2.8%, and from 16.8 ± 8.5% to 13.1 ± 7.2%, respectively (p < 0.001). Reductions in rectal bleeding NTCP were observed for all published Equivalent Uniform Dose volume parameters, n. AutoVMAT allowed hypofractionation with predicted toxicity similar to conventional fractionation with CLINICAL plans. CONCLUSION Compared to CLINICAL, autoVMAT had superior plan quality, with meaningful NTCP reductions for both conventional fractionation and hypofractionation schemes. AutoVMAT plans might reduce toxicity for hypofractionation to levels that were clinically observed (and accepted) for conventional fractionation. This may be relevant when considering clinical use of the investigated hypofractionation schedule with relatively high fraction dose (3.4 Gy).


Radiotherapy and Oncology | 2018

Esophagus toxicity after stereotactic and hypofractionated radiotherapy for central lung tumors: Normal tissue complication probability modeling

M. Duijm; H. Tekatli; E. Oomen-de Hoop; Wilko F.A.R. Verbakel; W. Schillemans; B.J. Slotman; S. Senan; Joost J. Nuyttens

PURPOSE To correlate esophagus toxicity and dose-volume histogram (DVH) parameters in order to assess risks, and derive a Normal Tissue Complication Probability (NTCP) model. METHODS AND MATERIALS Patients with a central lung tumor from 2 centers, who underwent stereotactic or hypofractionated radiotherapy (≤12 fractions), were analyzed. Doses were recalculated to an equivalent dose of 2 Gy with an α/β ratio of 10 (EQD210). The esophagus was manually delineated and DVH-parameters (Dmax,EQD2, D1cc,EQD2, D2cc,EQD2, D5cc,EQD2) were analyzed and used for NTCP modeling based on logistic regression analysis. RESULTS Two-hundred-and-thirty-one patients with 252 tumors were eligible. No acute or late grade 3-5 esophageal toxicity was reported. Acute grade 1-2 esophagus toxicity was recorded in 38 patients (17%). All DVH-parameters were significantly higher in patients with toxicity. NTCP models showed a 50% probability of acute grade 1-2 toxicity at a Dmax of 67 Gy EQD210 and D1cc of 42 Gy EQD210. No difference in overall survival was observed between patients with and without toxicity (p = 0.428). CONCLUSION As no grade 3-5 esophageal toxicity was observed in our cohort, a Dmax of 56 Gy EQD210 and a D5cc of 35.5 Gy EQD210 could be delivered without high risks of severe toxicity. The NTCP models of this study might be used as practical guidelines for the treatment of central lung tumors with stereotactic radiotherapy.


Acta Oncologica | 2017

Acute Toxicity of the bowel after stereotactic robotic radiotherapy for abdominopelvic oligometastases

Michael Frelinghuysen; W. Schillemans; Lieke Hol; Cornelis Verhoef; Mischa S. Hoogeman; Joost J. Nuyttens

Abstract Aim: To correlate dose-volume histogram (DVH) parameters with appearance of grade ≥2 acute and late gastrointestinal toxicity of stereotactic body radiotherapy (SBRT) in patients with abdominopelvic solitary or oligometastatic disease outside the liver. Material and methods: Acute and late bowel toxicity of 84 abdominopelvic oligometastatic patients was registered. A logistic regression was performed between different DVH parameters and presence of grade ≥2 acute and late toxicity. A Normal Tissue Complication Probability (NTCP) model was built with significant parameters to determine complication probabilities (CP). Results: Thirteen (15%) of 84 patients experienced of grade ≥2 acute toxicity, while 8 (10%) reported late toxicity complications. A significant relationship was found for EQD2 (V30Gy, V40Gy, V50Gy and V65Gy) and grade ≥2 acute toxicity. Dmax and D2 were not significant. Late grade ≥2 toxicity was not significantly correlated with any DVH parameter. According to our NTCP model for V40Gy, an irradiated bowel volume of 10 cm3 of V40Gy resulted in CP of grade ≥2 acute toxicity of less than 10%. Local control was 87% at 2 years and 82% at 5 years. Overall survival was 61% at 2 years and 32% at 5 years. Conclusions: After SBRT for abdominopelvic oligometastases, in general, the presence of acute and late toxicity was low. A significant relationship was found for V30Gy, V40Gy, V50Gy and V65Gy and grade ≥2 acute toxicity. We estimated acute complication probabilities per volume of irradiated bowel by V40Gy and V50Gy


Physics in Medicine and Biology | 2013

Improved efficiency of multi-criteria IMPT treatment planning using iterative resampling of randomly placed pencil beams

S. Van de Water; Aafke C. Kraan; S. Breedveld; W. Schillemans; David N. Teguh; Hanne M. Kooy; T Madden; B.J.M. Heijmen; Mischa S. Hoogeman


Radiotherapy and Oncology | 2017

OC-0251: Late toxicity in HYPRO randomized trial analyzed by automated planning and intrinsic NTCP modelling

A.W. Sharfo; M. Dirkx; R. Bijman; W. Schillemans; S. Breedveld; Shafak Aluwini; Floris J. Pos; Luca Incrocci; B.J.M. Heijmen


International Journal of Radiation Oncology Biology Physics | 2017

Normal tissue complication probability (NTCP) modelling of pulmonary toxicity after stereotactic and hypo-fractionated radiotherapy for central lung tumors

H. Tekatli; M. Duijm; E. Oomen-de Hoop; Wilko F.A.R. Verbakel; W. Schillemans; B.J. Slotman; Joost J. Nuyttens; S. Senan


Radiotherapy and Oncology | 2018

Texture analysis of 3D dose distributions for predictive modelling of toxicity rates in radiotherapy

L. Rossi; R. Bijman; W. Schillemans; Shafak Aluwini; Carlo Cavedon; M. Witte; Luca Incrocci; B.J.M. Heijmen


Radiotherapy and Oncology | 2018

PO-0746: NTCP modelling of pulmonary toxicity after stereotactic radiotherapy for central lung tumors

H. Tekatli; M. Duijm; E. Oomen-de Hoop; Wilko F.A.R. Verbakel; W. Schillemans; B.J. Slotman; Joost J. Nuyttens; S. Senan

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B.J.M. Heijmen

Erasmus University Rotterdam

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Joost J. Nuyttens

Erasmus University Rotterdam

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M. Duijm

Erasmus University Rotterdam

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Mischa S. Hoogeman

Erasmus University Rotterdam

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B.J. Slotman

VU University Medical Center

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E. Oomen-de Hoop

Erasmus University Rotterdam

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H. Tekatli

VU University Medical Center

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Luca Incrocci

Erasmus University Rotterdam

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R. Bijman

Erasmus University Rotterdam

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S. Breedveld

Erasmus University Rotterdam

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