Rene Monshouwer

Affiliations

Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands; Department of Radiation Oncology, Radboud University, Nijmegen, The Netherlands; Department of Radiation Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands.

Publications (21)

Deciphering the glioblastoma phenotype by computed tomography radiomics.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Inge Compter , Maikel Verduin , Zhenwei Shi , Henry C Woodruff , Robert J Smeenk , Tom Rozema , Ralph T H Leijenaar , René Monshouwer , Daniëlle B P Eekers , Ann Hoeben , Alida A Postma , Andre Dekker , Dirk De Ruysscher , Philippe Lambin , Leonard Wee

Evaluation of two independent dose prediction methods to personalize the automated radiotherapy planning process for prostate cancer.

Physics and imaging in radiation oncology

Avec: Martijn Kusters , Kentaro Miki , Liza Bouwmans , Karl Bzdusek , Peter van Kollenburg , Robert Jan Smeenk , René Monshouwer , Yasushi Nagata

A distributed feature selection pipeline for survival analysis using radiomics in non-small cell lung cancer patients.

Scientific reports

Avec: Benedetta Gottardelli , Varsha Gouthamchand , Carlotta Masciocchi , Luca Boldrini , Antonella Martino , Ciro Mazzarella , Mariangela Massaccesi , René Monshouwer , Jeroen Findhammer , Leonard Wee , Andre Dekker , Maria Antonietta Gambacorta , Andrea Damiani

Estimating how contouring differences affect normal tissue complication probability modelling.

Physics and imaging in radiation oncology

Avec: Miguel Garrett Fernandes , Johan Bussink , Robin Wijsman , Barbara Stam , René Monshouwer

Distributed radiomics as a signature validation study using the Personal Health Train infrastructure.

Scientific data

Avec: Zhenwei Shi , Ivan Zhovannik , Alberto Traverso , Frank J W M Dankers , Timo M Deist , Petros Kalendralis , René Monshouwer , Johan Bussink , Rianne Fijten , Hugo J W L Aerts , Andre Dekker , Leonard Wee

Independent knowledge-based treatment planning QA to audit Pinnacle autoplanning.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Tomas M Janssen , Martijn Kusters , Yibing Wang , Geert Wortel , Rene Monshouwer , Eugène Damen , Steven F Petit

External validation of deep learning-based contouring of head and neck organs at risk.

Physics and imaging in radiation oncology

Avec: Ellen J L Brunenberg , Isabell K Steinseifer , Sven van den Bosch , Johannes H A M Kaanders , Charlotte L Brouwer , Mark J Gooding , Wouter van Elmpt , René Monshouwer

Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients: Evaluation of the added prognostic value for overall survival and locoregional recurrence.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Janna E van Timmeren , Wouter van Elmpt , Ralph T H Leijenaar , Bart Reymen , René Monshouwer , Johan Bussink , Leen Paelinck , Evelien Bogaert , Carlos De Wagter , Elamin Elhaseen , Yolande Lievens , Olfred Hansen , Carsten Brink , Philippe Lambin

Multicenter CT phantoms public dataset for radiomics reproducibility tests.

Medical physics

Avec: Petros Kalendralis , Alberto Traverso , Zhenwei Shi , Ivan Zhovannik , René Monshouwer , Martijn P A Starmans , Stefan Klein , Elisabeth Pfaehler , Ronald Boellaard , Andre Dekker , Leonard Wee

FAIR-compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head-Neck1 TCIA collections.

Medical physics

Avec: Petros Kalendralis , Zhenwei Shi , Alberto Traverso , Ananya Choudhury , Matthijs Sloep , Ivan Zhovannik , Martijn P A Starmans , Detlef Grittner , Peter Feltens , Rene Monshouwer , Stefan Klein , Rianne Fijten , Hugo Aerts , Andre Dekker , Johan van Soest , Leonard Wee

A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features.

Physics and imaging in radiation oncology

Avec: Elisabeth Pfaehler , Ivan Zhovannik , Lise Wei , Ronald Boellaard , Andre Dekker , René Monshouwer , Issam El Naqa , Jan Bussink , Robert Gillies , Leonard Wee , Alberto Traverso

Radiomics integration into a picture archiving and communication system.

Physics and imaging in radiation oncology

Avec: Ivan Zhovannik , Suraj Pai , Talia A da Silva Santos , Lars L G van Driel , Andre Dekker , Rianne Fijten , Alberto Traverso , Johan Bussink , René Monshouwer

Distributed learning on 20 000+ lung cancer patients - The Personal Health Train.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Timo M Deist , Frank J W M Dankers , Priyanka Ojha , M Scott Marshall , Tomas Janssen , Corinne Faivre-Finn , Carlotta Masciocchi , Vincenzo Valentini , Jiazhou Wang , Jiayan Chen , Zhen Zhang , Emiliano Spezi , Mick Button , Joost Jan Nuyttens , René Vernhout , Johan van Soest , Arthur Jochems , René Monshouwer , Johan Bussink , Gareth Price , Philippe Lambin , Andre Dekker

Learning from scanners: Bias reduction and feature correction in radiomics.

Clinical and translational radiation oncology

Avec: Ivan Zhovannik , Johan Bussink , Alberto Traverso , Zhenwei Shi , Petros Kalendralis , Leonard Wee , Andre Dekker , Rianne Fijten , René Monshouwer

Segmentation Uncertainty Estimation as a Sanity Check for Image Biomarker Studies.

Cancers

Avec: Ivan Zhovannik , Dennis Bontempi , Alessio Romita , Elisabeth Pfaehler , Sergey Primakov , Andre Dekker , Johan Bussink , Alberto Traverso , René Monshouwer

Multicenter comparison of measures for quantitative evaluation of contouring in radiotherapy.

Physics and imaging in radiation oncology

Avec: Mark J Gooding , Djamal Boukerroui , Eliana Vasquez Osorio , René Monshouwer , Ellen Brunenberg

Longitudinal Image Data for Outcome Modeling.

Clinical oncology (Royal College of Radiologists (Great Britain))

Avec: J E van Timmeren , J Bussink , P Koopmans , R J Smeenk , R Monshouwer

Deep learning model for automatic contouring of cardiovascular substructures on radiotherapy planning CT images: Dosimetric validation and reader study based clinical acceptability testing.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Miguel Garrett Fernandes , Johan Bussink , Barbara Stam , Robin Wijsman , Dominic A X Schinagl , René Monshouwer , Jonas Teuwen

Small molecule 1a reduces FMRpolyG-mediated toxicity in in vitro and in vivo models for FMR1 premutation.

Human molecular genetics

Avec: Saif N Haify , Ronald A M Buijsen , Lucas Verwegen , Lies-Anne W F M Severijnen , Helen de Boer , Valerie Boumeester , Roos Monshouwer , Wang-Yong Yang , Michael D Cameron , Rob Willemsen , Matthew D Disney , Renate K Hukema

Automated detection and segmentation of non-small cell lung cancer computed tomography images.

Nature communications

Avec: Sergey P Primakov , Abdalla Ibrahim , Janita E van Timmeren , Guangyao Wu , Simon A Keek , Manon Beuque , Renée W Y Granzier , Elizaveta Lavrova , Madeleine Scrivener , Sebastian Sanduleanu , Esma Kayan , Iva Halilaj , Anouk Lenaers , Jianlin Wu , René Monshouwer , Xavier Geets , Hester A Gietema , Lizza E L Hendriks , Olivier Morin , Arthur Jochems , Henry C Woodruff , Philippe Lambin

Climate impact of early-stage NSCLC treatment: A comparison between radiotherapy and surgery using Life Cycle Assessment.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Jochem Kaas , Marit Verbeek , Wilson Wan Lung Li , Stefan van der Heide , Ad Verhagen , René Monshouwer , Hugo Rutger Willem Touw , Jan Bussink , Erik van der Bijl , Tim Stobernack

Réseau de co-auteurs

René Monshouwer 17 collaborations

Andre Dekker 10 collaborations

Johan Bussink 8 collaborations

Leonard Wee 7 collaborations

Ivan Zhovannik 7 collaborations

Alberto Traverso 7 collaborations

Zhenwei Shi 5 collaborations

Philippe Lambin 4 collaborations

Petros Kalendralis 4 collaborations

Rianne Fijten 4 collaborations

Elisabeth Pfaehler 3 collaborations

Henry C Woodruff 2 collaborations

Ralph T H Leijenaar 2 collaborations

Martijn Kusters 2 collaborations

Carlotta Masciocchi 2 collaborations

Miguel Garrett Fernandes 2 collaborations

Robin Wijsman 2 collaborations

Barbara Stam 2 collaborations

Frank J W M Dankers 2 collaborations

Timo M Deist 2 collaborations

Mark J Gooding 2 collaborations

Wouter van Elmpt 2 collaborations

Martijn P A Starmans 2 collaborations

Stefan Klein 2 collaborations

Ronald Boellaard 2 collaborations

Johan van Soest 2 collaborations

Jan Bussink 2 collaborations

Arthur Jochems 2 collaborations

Inge Compter 1 collaboration

Maikel Verduin 1 collaboration

Robert J Smeenk 1 collaboration

Tom Rozema 1 collaboration

Daniëlle B P Eekers 1 collaboration

Ann Hoeben 1 collaboration

Alida A Postma 1 collaboration

Dirk De Ruysscher 1 collaboration

Kentaro Miki 1 collaboration

Liza Bouwmans 1 collaboration

Karl Bzdusek 1 collaboration

Peter van Kollenburg 1 collaboration

Robert Jan Smeenk 1 collaboration

Yasushi Nagata 1 collaboration

Benedetta Gottardelli 1 collaboration

Varsha Gouthamchand 1 collaboration

Luca Boldrini 1 collaboration

Antonella Martino 1 collaboration

Ciro Mazzarella 1 collaboration

Mariangela Massaccesi 1 collaboration

Jeroen Findhammer 1 collaboration

Maria Antonietta Gambacorta 1 collaboration

Andrea Damiani 1 collaboration

Hugo J W L Aerts 1 collaboration

Tomas M Janssen 1 collaboration

Yibing Wang 1 collaboration

Geert Wortel 1 collaboration

Eugène Damen 1 collaboration

Steven F Petit 1 collaboration

Ellen J L Brunenberg 1 collaboration

Isabell K Steinseifer 1 collaboration

Sven van den Bosch 1 collaboration

Johannes H A M Kaanders 1 collaboration

Charlotte L Brouwer 1 collaboration

Janna E van Timmeren 1 collaboration

Bart Reymen 1 collaboration

Leen Paelinck 1 collaboration

Evelien Bogaert 1 collaboration

Carlos De Wagter 1 collaboration

Elamin Elhaseen 1 collaboration

Yolande Lievens 1 collaboration

Olfred Hansen 1 collaboration

Carsten Brink 1 collaboration

Ananya Choudhury 1 collaboration

Matthijs Sloep 1 collaboration

Detlef Grittner 1 collaboration

Peter Feltens 1 collaboration

Hugo Aerts 1 collaboration

Lise Wei 1 collaboration

Issam El Naqa 1 collaboration

Robert Gillies 1 collaboration

Suraj Pai 1 collaboration

Talia A da Silva Santos 1 collaboration

Lars L G van Driel 1 collaboration

Priyanka Ojha 1 collaboration

M Scott Marshall 1 collaboration

Tomas Janssen 1 collaboration

Corinne Faivre-Finn 1 collaboration

Vincenzo Valentini 1 collaboration

Jiazhou Wang 1 collaboration

Jiayan Chen 1 collaboration

Zhen Zhang 1 collaboration

Emiliano Spezi 1 collaboration

Mick Button 1 collaboration

Joost Jan Nuyttens 1 collaboration

René Vernhout 1 collaboration

Gareth Price 1 collaboration

Dennis Bontempi 1 collaboration

Alessio Romita 1 collaboration

Sergey Primakov 1 collaboration

Djamal Boukerroui 1 collaboration

Eliana Vasquez Osorio 1 collaboration

Ellen Brunenberg 1 collaboration

J E van Timmeren 1 collaboration

J Bussink 1 collaboration

P Koopmans 1 collaboration

R J Smeenk 1 collaboration

R Monshouwer 1 collaboration

Dominic A X Schinagl 1 collaboration

Jonas Teuwen 1 collaboration

Saif N Haify 1 collaboration

Ronald A M Buijsen 1 collaboration

Lucas Verwegen 1 collaboration

Lies-Anne W F M Severijnen 1 collaboration

Helen de Boer 1 collaboration

Valerie Boumeester 1 collaboration

Roos Monshouwer 1 collaboration

Wang-Yong Yang 1 collaboration

Michael D Cameron 1 collaboration

Rob Willemsen 1 collaboration

Matthew D Disney 1 collaboration

Renate K Hukema 1 collaboration

Sergey P Primakov 1 collaboration

Abdalla Ibrahim 1 collaboration

Janita E van Timmeren 1 collaboration

Guangyao Wu 1 collaboration

Simon A Keek 1 collaboration

Manon Beuque 1 collaboration

Renée W Y Granzier 1 collaboration

Elizaveta Lavrova 1 collaboration

Madeleine Scrivener 1 collaboration

Sebastian Sanduleanu 1 collaboration

Esma Kayan 1 collaboration

Iva Halilaj 1 collaboration

Anouk Lenaers 1 collaboration

Jianlin Wu 1 collaboration

Xavier Geets 1 collaboration

Hester A Gietema 1 collaboration

Lizza E L Hendriks 1 collaboration

Olivier Morin 1 collaboration

Jochem Kaas 1 collaboration

Marit Verbeek 1 collaboration

Wilson Wan Lung Li 1 collaboration

Stefan van der Heide 1 collaboration

Ad Verhagen 1 collaboration

Hugo Rutger Willem Touw 1 collaboration

Erik van der Bijl 1 collaboration

Tim Stobernack 1 collaboration