Publishing Linked and FAIR-compliant Radiomics Data in Radiation Oncology via Ontologies and Semantic Web Techniques.
Olivier Morin , Johan van Soest , Martin Vallières , Andre Dekker
SWAT4HCLS 143 -144
2019
Quantitative imaging in radiation oncology
Alberto Traverso
2021
Artificial Intelligence Applications to Improve the Treatment of Locally Advanced Non-Small Cell Lung Cancers
Hugo Jwl Aerts , Issam El Naqa , Thomas J Dilling , Rianne Fijten
Cancers 13 ( 10) 2382
2
2021
Automatic classification of dental artifact status for efficient image veracity checks: effects of image resolution and convolutional neural network depth.
Mattea L Welch , Chris McIntosh , Tom G Purdie , Leonard Wee
Physics in Medicine and Biology 65 ( 1) 015005
6
2020
External validation and transfer learning of convolutional neural networks for computed tomography dental artifact classification.
Mattea L Welch , Chris McIntosh , Alberto Traverso , Leonard Wee
Physics in Medicine and Biology 65 ( 3) 035017
2
2020
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge.
Arnaud Arindra Adiyoso Setio , Alberto Traverso , Thomas de Bel , Moira S.N. Berens
Medical Image Analysis 42 1 -13
742
2017
FAIR-compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head-Neck1 TCIA collections
Martijn P.A. Starmans , Detlef Grittner , Peter Feltens , Rene Monshouwer
Medical Physics 47 ( 11) 5931 -5940
2
2020
From multisource data to clinical decision aids in radiation oncology: The need for a clinical data science community
Joanna Kazmierska , Andrew Hope , Emiliano Spezi , Sam Beddar
Radiotherapy and Oncology 153 43 -54
3
2020
Learning from scanners: Bias reduction and feature correction in radiomics.
Ivan Zhovannik , Johan Bussink , Alberto Traverso , Zhenwei Shi
Clinical and Translational Radiation Oncology 19 33 -38
19
2019
Preparing Data for Predictive Modelling
Sander M. J. van Kuijk , Frank J. W. M. Dankers , Alberto Traverso , Leonard Wee
Fundamentals of Clinical Data Science 75 -84
5
2019
Prediction Modeling Methodology
Frank J. W. M. Dankers , Alberto Traverso , Leonard Wee , Sander M. J. van Kuijk
Fundamentals of Clinical Data Science 101 -120
81
2019
Data at Scale
Alberto Traverso , Frank J. W. M. Dankers , Leonard Wee , Sander M. J. van Kuijk
Fundamentals of Clinical Data Science 11 -17
1
2019
Reporting Standards and Critical Appraisal of Prediction Models
Leonard Wee , Sander M. J. van Kuijk , Frank J. W. M. Dankers , Alberto Traverso
Fundamentals of Clinical Data Science 135 -150
2
2019
Diving Deeper into Models
Alberto Traverso , Frank J. W. M. Dankers , Biche Osong , Leonard Wee
Fundamentals of Clinical Data Science 121 -133
3
2019
The radiation oncology ontology (ROO): Publishing linked data in radiation oncology using semantic web and ontology techniques.
Alberto Traverso , Johan van Soest , Leonard Wee , Andre Dekker
Medical Physics 45 ( 10)
64
2018
Multicenter CT phantoms public dataset for radiomics reproducibility tests
Petros Kalendralis , Alberto Traverso , Zhenwei Shi , Ivan Zhovannik
Medical Physics 46 ( 3) 1512 -1518
9
2019
[OA047] Robust radiomic feature selection in magnetic resonance apparent diffusion coefficient maps of rectal cancer
Leonard Wee , Alberto Traverso , Michal Kazmierski , Petros Kalendralis
Physica Medica 52 20
2018
[OA071] O-RAW: Ontology-guided radiomics analysis workflow
Zhenwei Shi , Alberto Traverso , Johan Soest , Petros Kalendralis
Physica Medica 52 27 -28
2
2018
A cloud-based computer-aided detection system improves identification of lung nodules on computed tomography scans of patients with extra-thoracic malignancies
Lorenzo Vassallo , Alberto Traverso , Michelangelo Agnello , Christian Bracco
European Radiology 29 ( 1) 144 -152
11
2019
Repeatability and reproducibility of MRI-based radiomic features in cervical cancer
Sandra Fiset , Mattea L. Welch , Jessica Weiss , Melania Pintilie
Radiotherapy and Oncology 135 107 -114
118
2019