63 citations · 183 across the 9 of their papers we have counts for
4 papers · 1 filter
End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification
Soheil Esmaeilzadeh, Dimitrios Ioannis Belivanis, Kilian M. Pohl +1
As shown in computer vision, the power of deep learning lies in automatically learning relevant and powerful features for any perdition task, which is made possible through end-to-…
End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN
Soheil Esmaeilzadeh, Yao Yang, Ehsan Adeli
In this work, we use a deep learning framework for simultaneous classification and regression of Parkinson disease diagnosis based on MR-Images and personal information (i.e. age,…
Clinical Parameters Prediction for Gait Disorder Recognition
Soheil Esmaeilzadeh, Ouassim Khebzegga, Mehrad Moradshahi
Being able to predict clinical parameters in order to diagnose gait disorders in a patient is of great value in planning treatments. It is known that \textit{decision parameters} s…
Shape Optimization of Wave Energy Converters for Broadband Directional Incident Waves
Soheil Esmaeilzadeh, Mohammad-Reza Alam
Here, through a systematic methodology and the use of high performance computing, we calculate the optimum shape for a wave energy converter under the action of incident waves of (…