Actualité

Monday's Seminar - Dr. Ninon Burgos

  • Recherche,
  • Santé-Sciences-Technologie,
  • Santé-social,
Date(s)

le 25 novembre 2019

11h-12h
Lieu(x)
Amphi. D
Faculté de Médecine (site Tonnellé)

10 bd Tonnellé
37032 Tours
 

Dr. Clovis Tauber invites Dr. Ninon Burgos (CNRS/ICM, ARAMIS Lab, Paris)

Towards the individual computer-assisted analysis of brain images

Neuroimaging offers an unmatched description of the brain's structure and physiology, which explains its crucial role in the understanding, diagnosis and treatment of neurological disorders. In clinical practice, brain images are mostly analysed visually. The performance of this approach greatly depends on the observer's experience and is not in favour of centres where advanced expertise in image reading is limited. I will present two computer-aided approaches for the individual analysis of brain images. The first one is an anomaly detection framework that generates patient-specific maps summarising the patology's distribution in the brain. The second approach explores how visualisation techniques can improve the interpretability of neural networks used for computer-aided diagnosis.

#Tours #iBrain #UMR1253 #neuroimaging #brain #images

Contact :
Dr. Clovis Tauber :