The Image Biomarker Standardization Initiative: standardized quantitative radiomics for high throughput image-based phenotyping

Alex Zwanenburg,M. Vallieres,Mahmoud 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 Cook,Christos Davatzikos,Adrien Depeursinge,Marie-Charlotte Desseroit,Nicola Dinapoli,Cuong V. Dinh,Sebastian Echegaray,Issam El Naqa,Andriy Fedorov,Roberto Gatta,Robert J. Gillies,Vicky Goh,Michael Götz,Matthias Guckenberger,Sung-Min Ha,Mathieu Hatt,Fabian Isensee,Philippe Lambin,Stefan Leger,Ralph T.H. Leijenaar,Jacopo Lenkowicz,Fiona Lippert,Are Losnegård,Klaus H. Maier-Hein,Olivier Morin,Henning Müller,Sandy Napel,Christophe Nioche,Fanny Orlhac,Sarthak Pati,Elisabeth Pfaehler,Arman Rahmim,Arvind Rao,Jonas Scherer,Muhammad Musib Siddique,Nanna M. Sijtsema,Jairo Socarras Fernandez,Emiliano Spezi,Roel J.H.M. Steenbakkers,Stephanie Tanadini-Lang,Daniela Thorwarth,Esther G.C. Troost,Taman Upadhaya,Vincenzo Valentini,Lisanne V. van Dijk,Joost J.M. van Griethuysen,Floris H. P. van Velden,Philip Whybra,Christian Richter,Steffen Löck

The Image Biomarker Standardization Initiative: standardized quantitative radiomics for high throughput image-based phenotyping

2020

Alex Zwanenburg
M. Vallieres
Mahmoud 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 Cook
Christos Davatzikos
Adrien Depeursinge
Marie-Charlotte Desseroit
Nicola Dinapoli
Cuong V. Dinh
Sebastian Echegaray
Issam El Naqa
Andriy Fedorov
Roberto Gatta
Robert J. Gillies
Vicky Goh
Michael Götz
Matthias Guckenberger
Sung-Min Ha
Mathieu Hatt
Fabian Isensee
Philippe Lambin
Stefan Leger
Ralph T.H. Leijenaar
Jacopo Lenkowicz
Fiona Lippert
Are Losnegård
Klaus H. Maier-Hein
Olivier Morin
Henning Müller
Sandy Napel
Christophe Nioche
Fanny Orlhac
Sarthak Pati
Elisabeth Pfaehler
Arman Rahmim
Arvind Rao
Jonas Scherer
Muhammad Musib Siddique
Nanna M. Sijtsema
Jairo Socarras Fernandez
Emiliano Spezi
Roel J.H.M. Steenbakkers
Stephanie Tanadini-Lang
Daniela Thorwarth
Esther G.C. Troost
Taman Upadhaya
Vincenzo Valentini
Lisanne V. van Dijk
Joost J.M. van Griethuysen
Floris H. P. van Velden
Philip Whybra
Christian Richter
Steffen Löck

The Image Biomarker Standardization Initiative validated consensus-based reference values for 169 radiomics features, thus enabling calibration and verification of radiomics software.

Keywords:

Throughput
Biomarker (medicine)
image based
Standardization
Radiomics
Data mining
Computer science
Software
Radiology
reference values
Medicine

Correction
Source
Cite
Save
Machine Reading By IdeaReader

113

References

626

Citations