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Data for Refugees
Türk Telekom, TÜBİTAK and Boğaziçi University initiated the "D4R – Data for Read more...
Senior Projects Poster Session
Our senior students have completed their CMPE 491 Graduation project Read more...
New Horizon2020 Project AffecTech: Personal Technologies for Affective Health
European Funding for 2 Full-Time PhD Positions in the H2020 project “AffecTech Read more...
EU Funding for Full-time Msc/Phd Positions in Cognitive Robotics and Robot Learning
Project name: IMAGINE: Robots Understanding Their Actions by Imagining Their Read more...

CmpE Events

Today

  1. A novel pooling strategy for convolutional neural network models based on voxel-based morphometry: A computer-aided diagnosis study
    • Start time: 02:00pm, Wednesday, January 17th
    • End time: 03:00pm, Wednesday, January 17th
    • Where: AVS Conference Room, BM
    • Faculty Candidate Talk: Füsun Er     Title: A novel pooling strategy for convolutional neural network models based on voxel-based morphometry: A computer-aided diagnosis study     Speaker:  Dr. Füsun Er        Abstract: Nowadays, it is of great interest to identify neuroimaging biomarkers for the early detection of Alzheimer's disease (AD). It is considered that approximately half of patients with a diagnosis of mild cognitive impairment (MCI) will eventually develop Alzheimer's disease, and the other half remain stable. In this context, a novel pooling strategy for convolutional neural network (CNN) models based on voxel-based morphometric analysis is introduced to predict the prognosis of patients with MCI. The results of the proposed model using baseline structural magnetic resonance (MR) images show that the use of a convolutional neural network using significant topographic regions of the brain is successful in predicting the risk of developing Alzheimer's disease for patients with MCI.     Biography: Füsun Er recieved her PhD degree in 2017 in the department of Biotechnology, Yeditepe University under supervision of Asst. Prof. Dr. Dionysis Goularas. She graduated from computer engineering dept., Marmara University in 2001; and she gained the M.Sc. degree in computer engineering from Marmara University in 2008. Now, she has been working as a lecturer in Piri Reis University since 2017.  

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Department of Computer Engineering, Boğaziçi University,
34342 Bebek, Istanbul, Turkey

  • Phone: +90 212 359 45 23/24
  • Fax: +90 212 2872461
 

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