Stephane Niyoteka

Affiliations

Université Paris-Saclay, Institut Gustave Roussy, Inserm, Radiothérapie Moléculaire et Innovation Thérapeutique, 94800, Villejuif, France.
Institut Gustave Roussy, Département de Radiothérapie, 94800, Villejuif, France.

Publications (9)

Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics.

Scientific reports

Avec: Alexandre Carré , Guillaume Klausner , Myriam Edjlali , Marvin Lerousseau , Jade Briend-Diop , Roger Sun , Samy Ammari , Sylvain Reuzé , Emilie Alvarez Andres , Théo Estienne , Stéphane Niyoteka , Enzo Battistella , Maria Vakalopoulou , Frédéric Dhermain , Nikos Paragios , Eric Deutsch , Catherine Oppenheim , Johan Pallud , Charlotte Robert

Deep-learning for rapid estimation of the out-of-field dose in external beam photon radiotherapy - A proof of concept.

International journal of radiation oncology, biology, physics

Avec: Nathan Benzazon , Alexandre Carré , François de Kermenguy , Stéphane Niyoteka , Pauline Maury , Julie Colnot , Meissane M'hamdi , Mohammed El Aichi , Cristina Veres , Rodrigue Allodji , Florent de Vathaire , David Sarrut , Neige Journy , Claire Alapetite , Vincent Grégoire , Eric Deutsch , Ibrahima Diallo , Charlotte Robert

Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells.

Journal for immunotherapy of cancer

Avec: Roger Sun , Nora Sundahl , Markus Hecht , Florian Putz , Andrea Lancia , Angela Rouyar , Marina Milic , Alexandre Carré , Enzo Battistella , Emilie Alvarez Andres , Stéphane Niyoteka , Edouard Romano , Guillaume Louvel , Jérôme Durand-Labrunie , Sophie Bockel , Rastilav Bahleda , Charlotte Robert , Celine Boutros , Maria Vakalopoulou , Nikos Paragios , Benjamin Frey , Jean-Charles Soria , Christophe Massard , Charles Ferté , Rainer Fietkau , Piet Ost , Udo Gaipl , Eric Deutsch

Impact of interfractional target motion in locally advanced cervical cancer patients treated with spot scanning proton therapy using an internal target volume strategy.

Physics and imaging in radiation oncology

Avec: Stéphane Niyoteka , Thomas Berger , Lars Ulrik Fokdal , Jørgen Breede Baltzer Petersen , Andras Zolnay , Mischa Hoogeman , Kari Tanderup , Håkan Ulf Nystrom

[Artificial intelligence, radiomics and pathomics to predict response and survival of patients treated with radiations].

Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique

Avec: R Sun , M Lerousseau , T Henry , A Carré , A Leroy , T Estienne , S Niyoteka , S Bockel , A Rouyar , É Alvarez Andres , N Benzazon , E Battistella , M Classe , C Robert , J Y Scoazec , É Deutsch

Dosimetry-Driven Quality Measure of Brain Pseudo Computed Tomography Generated From Deep Learning for MRI-Only Radiation Therapy Treatment Planning.

International journal of radiation oncology, biology, physics

Avec: Emilie Alvarez Andres , Lucas Fidon , Maria Vakalopoulou , Marvin Lerousseau , Alexandre Carré , Roger Sun , Guillaume Klausner , Samy Ammari , Nathan Benzazon , Sylvain Reuzé , Théo Estienne , Stéphane Niyoteka , Enzo Battistella , Angéla Rouyar , Georges Noël , Anne Beaudre , Frédéric Dhermain , Eric Deutsch , Nikos Paragios , Charlotte Robert

AutoComBat: a generic method for harmonizing MRI-based radiomic features.

Scientific reports

Avec: Alexandre Carré , Enzo Battistella , Stephane Niyoteka , Roger Sun , Eric Deutsch , Charlotte Robert

A common [18F]-FDG PET radiomic signature to predict survival in patients with HPV-induced cancers.

European journal of nuclear medicine and molecular imaging

Avec: Stephane Niyoteka , Romain-David Seban , Rahimeh Rouhi , Andrew Scarsbrook , Catherine Genestie , Marion Classe , Alexandre Carré , Roger Sun , Agustina La Greca Saint-Esteven , Cyrus Chargari , Jack McKenna , Garry McDermott , Eirik Malinen , Stephanie Tanadini-Lang , Matthias Guckenberger , Marianne G Guren , Claire Lemanski , Eric Deutsch , Charlotte Robert

Automatic gross tumor volume segmentation with failure detection for safe implementation in locally advanced cervical cancer.

Physics and imaging in radiation oncology

Avec: Rahimeh Rouhi , Stéphane Niyoteka , Alexandre Carré , Samir Achkar , Pierre-Antoine Laurent , Mouhamadou Bachir Ba , Cristina Veres , Théophraste Henry , Maria Vakalopoulou , Roger Sun , Sophie Espenel , Linda Mrissa , Adrien Laville , Cyrus Chargari , Eric Deutsch , Charlotte Robert

Réseau de co-auteurs

Alexandre Carré 7 collaborations

Eric Deutsch 7 collaborations

Charlotte Robert 7 collaborations

Roger Sun 6 collaborations

Stéphane Niyoteka 6 collaborations

Enzo Battistella 4 collaborations

Maria Vakalopoulou 4 collaborations

Emilie Alvarez Andres 3 collaborations

Nikos Paragios 3 collaborations

Guillaume Klausner 2 collaborations

Marvin Lerousseau 2 collaborations

Samy Ammari 2 collaborations

Sylvain Reuzé 2 collaborations

Théo Estienne 2 collaborations

Frédéric Dhermain 2 collaborations

Nathan Benzazon 2 collaborations

Cristina Veres 2 collaborations

Rahimeh Rouhi 2 collaborations

Cyrus Chargari 2 collaborations

Myriam Edjlali 1 collaboration

Jade Briend-Diop 1 collaboration

Catherine Oppenheim 1 collaboration

Johan Pallud 1 collaboration

François de Kermenguy 1 collaboration

Pauline Maury 1 collaboration

Julie Colnot 1 collaboration

Meissane M'hamdi 1 collaboration

Mohammed El Aichi 1 collaboration

Rodrigue Allodji 1 collaboration

Florent de Vathaire 1 collaboration

David Sarrut 1 collaboration

Neige Journy 1 collaboration

Claire Alapetite 1 collaboration

Vincent Grégoire 1 collaboration

Ibrahima Diallo 1 collaboration

Nora Sundahl 1 collaboration

Markus Hecht 1 collaboration

Florian Putz 1 collaboration

Andrea Lancia 1 collaboration

Angela Rouyar 1 collaboration

Marina Milic 1 collaboration

Edouard Romano 1 collaboration

Guillaume Louvel 1 collaboration

Jérôme Durand-Labrunie 1 collaboration

Sophie Bockel 1 collaboration

Rastilav Bahleda 1 collaboration

Celine Boutros 1 collaboration

Benjamin Frey 1 collaboration

Jean-Charles Soria 1 collaboration

Christophe Massard 1 collaboration

Charles Ferté 1 collaboration

Rainer Fietkau 1 collaboration

Piet Ost 1 collaboration

Udo Gaipl 1 collaboration

Thomas Berger 1 collaboration

Lars Ulrik Fokdal 1 collaboration

Jørgen Breede Baltzer Petersen 1 collaboration

Andras Zolnay 1 collaboration

Mischa Hoogeman 1 collaboration

Kari Tanderup 1 collaboration

Håkan Ulf Nystrom 1 collaboration

R Sun 1 collaboration

M Lerousseau 1 collaboration

T Henry 1 collaboration

A Carré 1 collaboration

A Leroy 1 collaboration

T Estienne 1 collaboration

S Niyoteka 1 collaboration

S Bockel 1 collaboration

A Rouyar 1 collaboration

É Alvarez Andres 1 collaboration

N Benzazon 1 collaboration

E Battistella 1 collaboration

M Classe 1 collaboration

C Robert 1 collaboration

J Y Scoazec 1 collaboration

É Deutsch 1 collaboration

Lucas Fidon 1 collaboration

Angéla Rouyar 1 collaboration

Georges Noël 1 collaboration

Anne Beaudre 1 collaboration

Romain-David Seban 1 collaboration

Andrew Scarsbrook 1 collaboration

Catherine Genestie 1 collaboration

Marion Classe 1 collaboration

Agustina La Greca Saint-Esteven 1 collaboration

Jack McKenna 1 collaboration

Garry McDermott 1 collaboration

Eirik Malinen 1 collaboration

Stephanie Tanadini-Lang 1 collaboration

Matthias Guckenberger 1 collaboration

Marianne G Guren 1 collaboration

Claire Lemanski 1 collaboration

Samir Achkar 1 collaboration

Pierre-Antoine Laurent 1 collaboration

Mouhamadou Bachir Ba 1 collaboration

Théophraste Henry 1 collaboration

Sophie Espenel 1 collaboration

Linda Mrissa 1 collaboration

Adrien Laville 1 collaboration