Timo M Deist

Affiliations

Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA.
The D-Lab: Decision Support for Precision Medicine, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht ER, The Netherlands.

Publications (5)

Simulation-assisted machine learning.

Bioinformatics (Oxford, England)

Avec: Timo M Deist , Andrew Patti , Zhaoqi Wang , David Krane , Taylor Sorenson , David Craft

Can radiomics help to predict skeletal muscle response to chemotherapy in stage IV non-small cell lung cancer?

European journal of cancer (Oxford, England : 1990)

Avec: E E C de Jong , K J C Sanders , T M Deist , W van Elmpt , A Jochems , J E van Timmeren , R T H Leijenaar , J H R J Degens , A M W J Schols , A-M C Dingemans , P Lambin

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

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

Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer.

Scientific reports

Avec: Marta Bogowicz , Arthur Jochems , Timo M Deist , Stephanie Tanadini-Lang , Shao Hui Huang , Biu Chan , John N Waldron , Scott Bratman , Brian O'Sullivan , Oliver Riesterer , Gabriela Studer , Jan Unkelbach , Samir Barakat , Ruud H Brakenhoff , Irene Nauta , Silvia E Gazzani , Giuseppina Calareso , Kathrin Scheckenbach , Frank Hoebers , Frederik W R Wesseling , Simon Keek , Sebastian Sanduleanu , Ralph T H Leijenaar , Marije R Vergeer , C René Leemans , Chris H J Terhaard , Michiel W M van den Brekel , Olga Hamming-Vrieze , Martijn A van der Heijden , Hesham M Elhalawani , Clifton D Fuller , Matthias Guckenberger , Philippe Lambin

Réseau de co-auteurs

Frank J W M Dankers 2 collaborations

René Monshouwer 2 collaborations

Johan Bussink 2 collaborations

Andre Dekker 2 collaborations

Arthur Jochems 2 collaborations

Philippe Lambin 2 collaborations

Andrew Patti 1 collaboration

Zhaoqi Wang 1 collaboration

David Krane 1 collaboration

Taylor Sorenson 1 collaboration

David Craft 1 collaboration

E E C de Jong 1 collaboration

K J C Sanders 1 collaboration

T M Deist 1 collaboration

W van Elmpt 1 collaboration

A Jochems 1 collaboration

J E van Timmeren 1 collaboration

R T H Leijenaar 1 collaboration

J H R J Degens 1 collaboration

A M W J Schols 1 collaboration

A-M C Dingemans 1 collaboration

P Lambin 1 collaboration

Zhenwei Shi 1 collaboration

Ivan Zhovannik 1 collaboration

Alberto Traverso 1 collaboration

Petros Kalendralis 1 collaboration

Rianne Fijten 1 collaboration

Hugo J W L Aerts 1 collaboration

Leonard Wee 1 collaboration

Priyanka Ojha 1 collaboration

M Scott Marshall 1 collaboration

Tomas Janssen 1 collaboration

Corinne Faivre-Finn 1 collaboration

Carlotta Masciocchi 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

Johan van Soest 1 collaboration

Gareth Price 1 collaboration

Marta Bogowicz 1 collaboration

Stephanie Tanadini-Lang 1 collaboration

Shao Hui Huang 1 collaboration

Biu Chan 1 collaboration

John N Waldron 1 collaboration

Scott Bratman 1 collaboration

Brian O'Sullivan 1 collaboration

Oliver Riesterer 1 collaboration

Gabriela Studer 1 collaboration

Jan Unkelbach 1 collaboration

Samir Barakat 1 collaboration

Ruud H Brakenhoff 1 collaboration

Irene Nauta 1 collaboration

Silvia E Gazzani 1 collaboration

Giuseppina Calareso 1 collaboration

Kathrin Scheckenbach 1 collaboration

Frank Hoebers 1 collaboration

Frederik W R Wesseling 1 collaboration

Simon Keek 1 collaboration

Sebastian Sanduleanu 1 collaboration

Ralph T H Leijenaar 1 collaboration

Marije R Vergeer 1 collaboration

C René Leemans 1 collaboration

Chris H J Terhaard 1 collaboration

Michiel W M van den Brekel 1 collaboration

Olga Hamming-Vrieze 1 collaboration

Martijn A van der Heijden 1 collaboration

Hesham M Elhalawani 1 collaboration

Clifton D Fuller 1 collaboration

Matthias Guckenberger 1 collaboration