Jean-Claude NUNES

Jean-Claude NUNES

Université de Rennes 1

H-index: 16

Europe-France

About Jean-Claude NUNES

Jean-Claude NUNES, With an exceptional h-index of 16 and a recent h-index of 12 (since 2020), a distinguished researcher at Université de Rennes 1, specializes in the field of Image Processing, Image registration, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study

Unsupervised generation of synthetic CT from CBCT using 3D GAN in head and neck cancer radiotherapy

Guiding Unsupervised CBCT-to-CT synthesis using Content and style Representation by an Enhanced Perceptual synthesis (CREPs) loss

PO-1675 Evaluation of synthetic CTs by 3D Cycle-GAN from prostate MR images

Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning

PO-1677 Unsupervised generation of synthetic CT from CBCT using 3D GAN in head and neck cancer radiotherapy

Evaluation of prostate synthetic CTs from MRI using 2D cycle-GAN with multicentric learning

Evaluation of synthetic CTs by 3D Cycle-GAN from prostate MR images

Jean-Claude NUNES Information

University

Position

LTSI (Laboratoire Traitement du Signal et de l'Image) U1099 INSERM

Citations(all)

2338

Citations(since 2020)

826

Cited By

1770

hIndex(all)

16

hIndex(since 2020)

12

i10Index(all)

23

i10Index(since 2020)

15

Email

University Profile Page

Université de Rennes 1

Google Scholar

View Google Scholar Profile

Jean-Claude NUNES Skills & Research Interests

Image Processing

Image registration

Deep Learning

Top articles of Jean-Claude NUNES

Title

Journal

Author(s)

Publication Date

A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study

Frontiers in Oncology

Safaa Tahri

Blanche Texier

Jean-Claude Nunes

Cédric Hemon

Pauline Lekieffre

...

2023/11/28

Unsupervised generation of synthetic CT from CBCT using 3D GAN in head and neck cancer radiotherapy

C Hemon

B Texier

P Lekieffre

E Collot

C Lafond

...

2023/5/12

Guiding Unsupervised CBCT-to-CT synthesis using Content and style Representation by an Enhanced Perceptual synthesis (CREPs) loss

Cédric Hémon

Valentin Boussot

Blanche Texier

Jean-Louis Dillenseger

Jean-Claude Nunes

2023/10/8

PO-1675 Evaluation of synthetic CTs by 3D Cycle-GAN from prostate MR images

Radiotherapy and Oncology

E COLLOT

P Lekieffre

B Texier

C Hémon

S Tahri

...

2023/5/1

Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning

Physics and Imaging in Radiation Oncology

Blanche Texier

Cédric Hémon

Pauline Lekieffre

Emma Collot

Safaa Tahri

...

2023/10/1

PO-1677 Unsupervised generation of synthetic CT from CBCT using 3D GAN in head and neck cancer radiotherapy

Radiotherapy and Oncology

C Hémon

B Texier

P Lekieffre

E Collot

C Lafond

...

2023/5/1

Evaluation of prostate synthetic CTs from MRI using 2D cycle-GAN with multicentric learning

B Texier

C Hemon

E Collot

P Lekieffre

S Tahri

...

2023/5/12

Evaluation of synthetic CTs by 3D Cycle-GAN from prostate MR images

E Collot

P Lekieffre

B Texier

C Hemon

S Tahri

...

2023/5/12

Determination of acceptable Hounsfield units uncertainties via a sensitivity analysis for an accurate dose calculation in the context of prostate MRI-only radiotherapy

Physical and Engineering Sciences in Medicine

Hilda Chourak

Anaïs Barateau

Peter Greer

Caroline Lafond

Jean-Claude Nunes

...

2023/12

3D patch cycle-GAN-based MR-to-CT synthesis from monocenter and multicenter training

P Lekieffre

E Collot

B Texier

C Hemon

S Tahri

...

2023/5/12

Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methods

Frontiers in oncology

Hilda Chourak

Anais Barateau

Safaa Tahri

Capucine Cadin

Caroline Lafond

...

2022/10/10

Image synthesis for MRI-only radiotherapy treatment planning

Jason Dowling

Laura O'Connor

Oscar Acosta

Parnesh Raniga

Renaud de Crevoisier

...

2022/1/1

Evaluation of prostate synthetic CTs from 0.35 T MR images using different deep training cohort sizes

Radiotherapy & Oncology

Jean-Claude Nunes

L Macque

S Tahri

S Fettem

H Chourak

...

2022

Evaluation of synthetic-CT generated from prostate MRI (0.35 T) with a 2D+ Pix2Pix method

Radiotherapy & Oncology

Jean-Claude Nunes

S Fettem

S Tahri

L Macke H Chourak

A Barateau

...

2022

Local quality assessment of patient specific synthetic-CT via voxel-wise analysis

2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Hilda Chourak

Anaïs Barateau

Jean-Claude Nunes

Peter B Greer

Safaa Tahri

...

2022/11/30

A high-performance method of deep learning for prostate MR-only radiotherapy planning using an optimized Pix2Pix architecture

Physica Medica

S Tahri

A Barateau

C Cadin

H Chourak

S Ribault

...

2022/11/1

Deep learning methods to generate synthetic CT from MRI in radiotherapy: A literature review

Marion Boulanger

Jean-Claude Nunes

Hilda Chourak

Axel Largent

Safaa Tahri

...

2021/9/1

cGAN-based pseudo-CT generation for prostate MRI-only radiotherapy

Radiotherapy & Oncology

S Tahri

C Cadin

H Chourak

A Barateau

S Ribault

...

2021

Spatial Characterization of errors in pseudo-CT generation for MRI-only radiotherapy

Radiotherapy & Oncology

H Chourak

A Barateau

C Cadin

C Lafond

J Nunes

...

2021

Calcul de dose ā partir d’IRM en radiothérapie de la prostate par méthode d’apprentissage profond

Cancer/Radiothérapie

S Tahri

C Cadin

H Chourak

A Barateau

S Ribault

...

2021/10/1

See List of Professors in Jean-Claude NUNES University(Université de Rennes 1)

Co-Authors

H-index: 66
Rémi Gribonval

Rémi Gribonval

École Normale Supérieure de Lyon

H-index: 35
Isabelle Merlet

Isabelle Merlet

Université de Rennes 1

H-index: 34
Lotfi Senhadji

Lotfi Senhadji

Université de Rennes 1

H-index: 32
Oscar Acosta

Oscar Acosta

Université de Rennes 1

H-index: 27
Antoine SIMON

Antoine SIMON

Université de Rennes 1

H-index: 27
Giulio Gambarota

Giulio Gambarota

Université de Rennes 1

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