Thomas Laporte

Welcome.

I am a PhD student at the Université Côte D'Azur, where I am working on the design of a tool to generate a 3D model of the respiratory system from patient Ct-Scan.

This work is supervised by Benjamin Mauroy, researcher at the J.A. Dieudonné Laboratory (CNRS, UCA), and Angelos Mantzaflaris, researcher at Inria (Aromath team).

Download CV

Topic of interest.

Deep Learning, segmentation

Methods for extracting important information from medical images, such as CT scans.

Geometric modeling, computer aided geometric design

Such as the creation of meshes from segmentation, tree generation by mesh subdivision.

Numerical simulation

Numerical simulations on mesh, using finite element methods.

Publications.

Algorithm for the modelling of the lung/bronchial tree coupling customised (Unpublished)

T.Laporte, A. Galligo, A. Mantzaflaris, B. Mauroy, and B. Mourrain

From CT-Scan to 3D Model : Automatic segmentation of the pulmonary lobes with a 2.5D U-Net and Attention Gates (Unpublished)

T.Laporte, A. Galligo, A. Mantzaflaris and B. Mauroy

Contact.

Office

Laboratoire J.A. Dieudonné (UMR 7351) Université de Nice Sophia-Antipolis / CNRS Parc Valrose, 06108 Nice Cedex 02 France

Email

thomas.laporte@unice.fr

Portfolio.

Some visual examples of the results obtained.