Radiogenomics in Colorectal Cancer

by Bogdan Badic, Florent Tixier, Catherine Cheze Le Rest, Mathieu Hatt, Dimitris Visvikis
Published 2021-02-01

Comparison and Fusion of Machine Learning Algorithms for Prospective Validation of PET/CT Radiomic Features Prognostic Value in Stage II-III Non-Small Cell Lung Cancer

by Shima Sepehri, Olena Tankyevych, Taman Upadhaya, Dimitris Visvikis, Mathieu Hatt, Catherine Cheze Le Rest
Published 2021-04-01

Correlation of intra-tumor 18F-FDG uptake heterogeneity indices with perfusion CT derived parameters in colorectal cancer.

by Florent Tixier, Ashley M Groves, Vicky Goh, Mathieu Hatt, Pierre Ingrand, Catherine Cheze Le Rest, Dimitris Visvikis
Published 2014-01-01

A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets.

by Ronrick Da-Ano, François Lucia, Ingrid Masson, Ronan Abgral, Joanne Alfieri, Caroline Rousseau, Augustin Mervoyer, Caroline Reinhold, Olivier Pradier, Ulrike Schick, Dimitris Visvikis, Mathieu Hatt
Published 2021-01-01

Use of Baseline 18F-FDG PET/CT to Identify Initial Sub-Volumes Associated With Local Failure After Concomitant Chemoradiotherapy in Locally Advanced Cervical Cancer

by François Lucia, François Lucia, Omar Miranda, Ronan Abgral, Vincent Bourbonne, Vincent Bourbonne, Gurvan Dissaux, Gurvan Dissaux, Olivier Pradier, Olivier Pradier, Mathieu Hatt, Ulrike Schick, Ulrike Schick
Published 2020-05-01

Radiomics Analysis of 3D Dose Distributions to Predict Toxicity of Radiotherapy for Cervical Cancer

by François Lucia, Vincent Bourbonne, Dimitris Visvikis, Omar Miranda, Dorothy M. Gujral, Dominique Gouders, Gurvan Dissaux, Olivier Pradier, Florent Tixier, Vincent Jaouen, Julien Bert, Mathieu Hatt, Ulrike Schick
Published 2021-05-01

External Validation of an MRI-Derived Radiomics Model to Predict Biochemical Recurrence after Surgery for High-Risk Prostate Cancer

by Vincent Bourbonne, Georges Fournier, Martin Vallières, François Lucia, Laurent Doucet, Valentin Tissot, Gilles Cuvelier, Stephane Hue, Henri Le Penn Du, Luc Perdriel, Nicolas Bertrand, Frederic Staroz, Dimitris Visvikis, Olivier Pradier, Mathieu Hatt, Ulrike Schick
Published 2020-03-01

MRI-Derived Radiomics to Guide Post-operative Management for High-Risk Prostate Cancer

by Vincent Bourbonne, Vincent Bourbonne, Vincent Bourbonne, Martin Vallières, Martin Vallières, François Lucia, François Lucia, François Lucia, Laurent Doucet, Dimitris Visvikis, Valentin Tissot, Olivier Pradier, Olivier Pradier, Olivier Pradier, Mathieu Hatt, Ulrike Schick, Ulrike Schick, Ulrike Schick
Published 2019-08-01