Investigating the discrimination ability of 3D convolutional neural networks applied to altered brain MRI parametric maps.

Autor: Mattia GM; ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France. Electronic address: giulia-maria.mattia@inserm.fr., Villain E; ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France; LAAS CNRS, Université de Toulouse, CNRS, INSA, UPS, Toulouse, France. Electronic address: villain.edouard@outlook.fr., Nemmi F; ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France. Electronic address: federico.nemmi@gmail.com., Le Lann MV; LAAS CNRS, Université de Toulouse, CNRS, INSA, UPS, Toulouse, France. Electronic address: mvlelann@laas.fr., Franceries X; CRCT, Centre de Recherche en Cancérologie de Toulouse, Inserm, UPS, Toulouse, France. Electronic address: xavier.franceries@inserm.fr., Péran P; ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France. Electronic address: patrice.peran@inserm.fr.

Publikováno v: Artificial intelligence in medicine [Artif Intell Med] 2024 Jul; Vol. 153, pp. 102897. Date of Electronic Publication: 2024 May 17.

Monte Carlo dose calculation in presence of low-density media: Application to lung SBRT treated during DIBH

Autor: Beilla, S., Younes, T., Vieillevigne, L., Bardies, M., Franceries, X., Simon, L.

Publikováno v: In Physica Medica September 2017 41:46-52

In-vivo dosimetry for field sizes down to 6 × 6 mm2 in shaped beam radiosurgery with microMOSFET

Autor: Sors, A., Cassol, E., Latorzeff, I., Duthil, P., Sabatier, J., Lotterie, J.A., Redon, A., Berry, I., Franceries, X.

Publikováno v: In Physica Medica September 2014 30(6):696-701

An optimized calibration method for surface measurements with MOSFETs in shaped-beam radiosurgery

Autor: Sors, A., Cassol, E., Latorzeff, I., Duthil, P., Sabatier, J., Lotterie, J.A., Redon, A., Berry, I., Franceries, X.

Publikováno v: In Physica Medica February 2014 30(1):10-17

Multimodal MRI-Based Whole-Brain Assessment in Patients In Anoxoischemic Coma by Using 3D Convolutional Neural Networks.

Autor: Mattia GM; Toulouse NeuroImaging Center, Toulouse III Paul Sabatier University, Inserm, Toulouse, France., Sarton B; Toulouse NeuroImaging Center, Toulouse III Paul Sabatier University, Inserm, Toulouse, France.; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France., Villain E; Toulouse NeuroImaging Center, Toulouse III Paul Sabatier University, Inserm, Toulouse, France.; Laboratory of Analysis and Architecture of Systems, Toulouse III Paul Sabatier University, Centre National de Recherche Scientifique (CNRS), Institut National des Sciences Appliquees (INSA),, Toulouse, France., Vinour H; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France., Ferre F; Toulouse NeuroImaging Center, Toulouse III Paul Sabatier University, Inserm, Toulouse, France.; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France., Buffieres W; Toulouse NeuroImaging Center, Toulouse III Paul Sabatier University, Inserm, Toulouse, France.; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France., Le Lann MV; Laboratory of Analysis and Architecture of Systems, Toulouse III Paul Sabatier University, Centre National de Recherche Scientifique (CNRS), Institut National des Sciences Appliquees (INSA),, Toulouse, France., Franceries X; Toulouse Cancer Research Center, Toulouse III Paul Sabatier University, Inserm, CNRS, Toulouse, France., Peran P; Toulouse NeuroImaging Center, Toulouse III Paul Sabatier University, Inserm, Toulouse, France., Silva S; Toulouse NeuroImaging Center, Toulouse III Paul Sabatier University, Inserm, Toulouse, France. silva.s@chu-toulouse.fr.; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France. silva.s@chu-toulouse.fr.

Publikováno v: Neurocritical care [Neurocrit Care] 2022 Aug; Vol. 37 (Suppl 2), pp. 303-312. Date of Electronic Publication: 2022 Jul 25.