All papers authored by Hugo Aerts
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2024
Jakob Weiss,
Vineet K. Raghu 
,
Kaavya Paruchuri ,
Aniket Zinzuwadia ,
Pradeep Natarajan ,
Hugo J. W. L. Aerts ,
Michael T. Lu
,
Kaavya Paruchuri ,
Aniket Zinzuwadia ,
Pradeep Natarajan ,
Hugo J. W. L. Aerts ,
Michael T. Lu
Deep Learning to Estimate Cardiovascular Risk From Chest Radiographs
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Suraj Pai ,
Dennis Bontempi ,
Ibrahim Hadzic ,
Vasco Prudente ,
Mateo Sokač,
Tafadzwa L. Chaunzwa,
Simon Bernatz ,
Ahmed Hosny,
Raymond H. Mak ,
Nicolai J. Birkbak ,
Hugo J. W. L. Aerts
,
Dennis Bontempi ,
Ibrahim Hadzic ,
Vasco Prudente ,
Mateo Sokač,
Tafadzwa L. Chaunzwa,
Simon Bernatz ,
Ahmed Hosny,
Raymond H. Mak ,
Nicolai J. Birkbak ,
Hugo J. W. L. Aerts
Foundation model for cancer imaging biomarkers
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2023
Shan Chen ,
Marco Guevara,
Nicolas Ramirez,
Arpi Murray,
Jeremy L. Warner ,
Hugo J. W. L. Aerts ,
Timothy A. Miller,
Guergana K. Savova ,
Raymond H. Mak ,
Danielle S. Bitterman
Download from doi.org
,
Marco Guevara,
Nicolas Ramirez,
Arpi Murray,
Jeremy L. Warner ,
Hugo J. W. L. Aerts ,
Timothy A. Miller,
Guergana K. Savova ,
Raymond H. Mak ,
Danielle S. Bitterman
Download from doi.org
Felix Busch ,
Lina Xu,
Dmitry Sushko,
Matthias Weidlich ,
Daniel Truhn ,
Gustav Müller-Franzes ,
Maurice M. Heimer,
Stefan M. Niehues ,
Marcus R. Makowski ,
Markus Hinsche,
Janis L. Vahldiek ,
Hugo J.-W.-L. Aerts ,
Lisa C. Adams ,
Keno K. Bressem
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,
Lina Xu,
Dmitry Sushko,
Matthias Weidlich ,
Daniel Truhn ,
Gustav Müller-Franzes ,
Maurice M. Heimer,
Stefan M. Niehues ,
Marcus R. Makowski ,
Markus Hinsche,
Janis L. Vahldiek ,
Hugo J.-W.-L. Aerts ,
Lisa C. Adams ,
Keno K. Bressem
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Lisa C. Adams ,
Felix Busch ,
Daniel Truhn ,
Marcus R. Makowski ,
Hugo J.-W.-L. Aerts ,
Keno K. Bressem
,
Felix Busch ,
Daniel Truhn ,
Marcus R. Makowski ,
Hugo J.-W.-L. Aerts ,
Keno K. Bressem
What Does DALL-E 2 Know About Radiology?
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2021
Andrew Hope,
Maikel Verduin ,
Thomas J. Dilling ,
Ananya Choudhury,
Rianne Fijten ,
Leonard Wee ,
Hugo Jwl Aerts ,
Issam El Naqa,
Ross Mitchell,
Marc Vooijs,
Andre Dekker,
Dirk de Ruysscher,
Alberto Traverso
Download from doi.org
,
Thomas J. Dilling ,
Ananya Choudhury,
Rianne Fijten ,
Leonard Wee ,
Hugo Jwl Aerts ,
Issam El Naqa,
Ross Mitchell,
Marc Vooijs,
Andre Dekker,
Dirk de Ruysscher,
Alberto Traverso
Download from doi.org
2020
Paula Bos ,
Michiel W. M. Brekel ,
Zeno A. R. Gouw,
Abrahim Al‐Mamgani ,
Selam Waktola,
Hugo J. W. L. Aerts ,
Regina G. H. Beets‐Tan,
Jonas A. Castelijns,
Bas Jasperse
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,
Michiel W. M. Brekel ,
Zeno A. R. Gouw,
Abrahim Al‐Mamgani ,
Selam Waktola,
Hugo J. W. L. Aerts ,
Regina G. H. Beets‐Tan,
Jonas A. Castelijns,
Bas Jasperse
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Elizabeth Huynh,
Ahmed Hosny,
Christian Guthier,
Danielle S. Bitterman ,
Steven F. Petit ,
Daphne A. Haas-Kogan,
Benjamin Kann,
Hugo J. W. L. Aerts ,
Raymond H. Mak
,
Steven F. Petit ,
Daphne A. Haas-Kogan,
Benjamin Kann,
Hugo J. W. L. Aerts ,
Raymond H. Mak
Artificial intelligence in radiation oncology
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Alex Zwanenburg ,
Martin Vallières ,
Mahmoud A. Abdalah ,
Hugo J. W. L. Aerts ,
Vincent Andrearczyk,
Aditya Apte ,
Saeed Ashrafinia,
Spyridon Bakas ,
Roelof J. Beukinga ,
Ronald Boellaard ,
Marta Bogowicz,
Luca Boldrini ,
Irène Buvat ,
Gary J. R. Cook ,
Christos Davatzikos
and 48 other authors
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,
Martin Vallières ,
Mahmoud A. Abdalah ,
Hugo J. W. L. Aerts ,
Vincent Andrearczyk,
Aditya Apte ,
Saeed Ashrafinia,
Spyridon Bakas ,
Roelof J. Beukinga ,
Ronald Boellaard ,
Marta Bogowicz,
Luca Boldrini ,
Irène Buvat ,
Gary J. R. Cook ,
Christos Davatzikos
and 48 other authors
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Parastou Eslami ,
Chintan Parmar ,
Borek Foldyna ,
Jan-Erik Scholtz ,
Alexander Ivanov ,
Roman Zeleznik,
Michael T. Lu ,
Maros Ferencik,
Ramachandran S. Vasan,
Kristin Baltrusaitis,
Joseph M. Massaro,
Ralph B. D’Agostino ,
Thomas Mayrhofer,
Christopher J. O’Donnell ,
Hugo J. W. L. Aerts
and 1 other authors
,
Chintan Parmar ,
Borek Foldyna ,
Jan-Erik Scholtz ,
Alexander Ivanov ,
Roman Zeleznik,
Michael T. Lu ,
Maros Ferencik,
Ramachandran S. Vasan,
Kristin Baltrusaitis,
Joseph M. Massaro,
Ralph B. D’Agostino ,
Thomas Mayrhofer,
Christopher J. O’Donnell ,
Hugo J. W. L. Aerts
and 1 other authors
Radiomics of Coronary Artery Calcium in the Framingham Heart Study
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2019
Joost J. M. van Griethuysen ,
Doenja M. J. Lambregts ,
Stefano Trebeschi ,
Max J. Lahaye ,
Frans C. H. Bakers,
Roy F. A. Vliegen,
Geerard L. Beets ,
Hugo J. W. L. Aerts ,
Regina G. H. Beets-Tan
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,
Doenja M. J. Lambregts ,
Stefano Trebeschi ,
Max J. Lahaye ,
Frans C. H. Bakers,
Roy F. A. Vliegen,
Geerard L. Beets ,
Hugo J. W. L. Aerts ,
Regina G. H. Beets-Tan
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Márton Kolossváry ,
Júlia Karády ,
Yasuka Kikuchi,
Alexander Ivanov ,
Christopher L. Schlett ,
Michael T. Lu ,
Borek Foldyna ,
Béla Merkely,
Hugo J. Aerts ,
Udo Hoffmann,
Pál Maurovich-Horvat
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,
Júlia Karády ,
Yasuka Kikuchi,
Alexander Ivanov ,
Christopher L. Schlett ,
Michael T. Lu ,
Borek Foldyna ,
Béla Merkely,
Hugo J. Aerts ,
Udo Hoffmann,
Pál Maurovich-Horvat
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Wenya Linda Bi,
Matthew B. Schabath,
Rulla M. Tamimi,
Clare M. Tempany,
Charles Swanton,
Lawrence H. Schwartz,
Ahmed Hosny,
Maryellen L. Giger,
Nicolai J. Birkbak ,
Tavis Allison,
Omar Arnaout,
Christopher Abbosh,
Ian F. Dunn,
Raymond H. Mak,
Alireza Mehrtash
and 4 other authors
,
Tavis Allison,
Omar Arnaout,
Christopher Abbosh,
Ian F. Dunn,
Raymond H. Mak,
Alireza Mehrtash
and 4 other authors
Artificial intelligence in cancer imaging: Clinical challenges and applications
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2018
Ahmed Hosny ,
Chintan Parmar,
Thibaud P. Coroller,
Patrick Grossmann ,
Roman Zeleznik,
Avnish Kumar ,
Johan Bussink ,
Robert J. Gillies ,
Raymond H. Mak,
Hugo J. W. L. Aerts
,
Chintan Parmar,
Thibaud P. Coroller,
Patrick Grossmann ,
Roman Zeleznik,
Avnish Kumar ,
Johan Bussink ,
Robert J. Gillies ,
Raymond H. Mak,
Hugo J. W. L. Aerts
Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study
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Stefano Trebeschi ,
Joost J. M. van Griethuysen,
Doenja M. J. Lambregts ,
Max J. Lahaye,
Chintan Parmar,
Frans C. H. Bakers,
Nicky H. G. M. Peters,
Regina G. H. Beets-Tan,
Hugo J. W. L. Aerts
Download from doi.org
,
Joost J. M. van Griethuysen,
Doenja M. J. Lambregts ,
Max J. Lahaye,
Chintan Parmar,
Frans C. H. Bakers,
Nicky H. G. M. Peters,
Regina G. H. Beets-Tan,
Hugo J. W. L. Aerts
Download from doi.org
2017
Martin Vallières ,
Emily Kay-Rivest,
Léo Jean Perrin,
Xavier Liem,
Christophe Furstoss,
Hugo J. W. L. Aerts ,
Nader Khaouam,
Phuc Felix Nguyen-Tan,
Chang-Shu Wang,
Khalil Sultanem,
Jan Seuntjens,
Issam El Naqa
,
Emily Kay-Rivest,
Léo Jean Perrin,
Xavier Liem,
Christophe Furstoss,
Hugo J. W. L. Aerts ,
Nader Khaouam,
Phuc Felix Nguyen-Tan,
Chang-Shu Wang,
Khalil Sultanem,
Jan Seuntjens,
Issam El Naqa
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer
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Stefano Trebeschi ,
Joost J. M. van Griethuysen,
Doenja M. J. Lambregts ,
Max J. Lahaye,
Chintan Parmar,
Frans C. H. Bakers,
Nicky H. G. M. Peters,
Regina G. H. Beets-Tan,
Hugo J. W. L. Aerts
Download from doi.org
,
Joost J. M. van Griethuysen,
Doenja M. J. Lambregts ,
Max J. Lahaye,
Chintan Parmar,
Frans C. H. Bakers,
Nicky H. G. M. Peters,
Regina G. H. Beets-Tan,
Hugo J. W. L. Aerts
Download from doi.org
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