Jean-Claude Nunes

University Name

France

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Articles (15)

Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis

Year:

2025

Modeling dose uncertainty in cone-beam computed tomography: Predictive approach for deep learning-based synthetic computed tomography generation

Year:

2025

Indirect deformable image registration using synthetic image generated by unsupervised deep learning

Year:

2024

3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy

Year:

2024

3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy

Year:

2024

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

Year:

2023

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

Year:

2023

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

Year:

2023

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

Year:

2023

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

Year:

2022

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

Year:

2022

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

Year:

2021

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

Year:

2021

Comparison of CBCT‐based dose calculation methods in head and neck cancer radiotherapy: from Hounsfield unit to density calibration curve to deep learning

Year:

2020

Head-and-Neck MRI-only radiotherapy treatment planning: From acquisition in treatment position to pseudo-CT generation

Year:

2020

Collaborators (1)

Oscar Acosta

Associate Professor

Université de Rennes 1

FRANCE

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