35 citations · 87 across the 7 of their papers we have counts for
8 papers
3D-TDA -- Topological feature extraction from 3D images for Alzheimer's disease classification
Faisal Ahmed, Taymaz Akan, Fatih Gelir +4
Now that disease-modifying therapies for Alzheimer disease have been approved by regulatory agencies, the early, objective, and accurate clinical diagnosis of AD based on the lowes…
Leveraging Video Vision Transformer for Alzheimer's Disease Diagnosis from 3D Brain MRI
Taymaz Akan, Sait Alp, Md. Shenuarin Bhuiyan +5
Alzheimer's disease (AD) is a neurodegenerative disorder affecting millions worldwide, necessitating early and accurate diagnosis for optimal patient management. In recent years, a…
ECGformer: Leveraging transformer for ECG heartbeat arrhythmia classification
Taymaz Akan, Sait Alp, Mohammad Alfrad Nobel Bhuiyan
An arrhythmia, also known as a dysrhythmia, refers to an irregular heartbeat. There are various types of arrhythmias that can originate from different areas of the heart, resulting…
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI
Taymaz Akan, Sait Alp, Mohammad A. N Bhuiyanb
Alzheimer's is a brain disease that gets worse over time and affects memory, thinking, and behavior. Alzheimer's disease (AD) can be treated and managed if it is diagnosed early, w…
Battle royale optimizer with a new movement strategy
Sara Akan, Taymaz Akan
Gamed-based is a new stochastic metaheuristics optimization category that is inspired by traditional or digital game genres. Unlike SI-based algorithms, in-dividuals do not work to…
Text-based automatic personality prediction: A bibliographic review
Ali-Reza Feizi-Derakhshi, Mohammad-Reza Feizi-Derakhshi, Majid Ramezani +6
Personality detection is an old topic in psychology and Automatic Personality Prediction (or Perception) (APP) is the automated (computationally) forecasting of the personality on…
Automatic Personality Prediction; an Enhanced Method Using Ensemble Modeling
Majid Ramezani, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar +7
Human personality is significantly represented by those words which he/she uses in his/her speech or writing. As a consequence of spreading the information infrastructures (specifi…
A Model to Measure the Spread Power of Rumors
Zoleikha Jahanbakhsh-Nagadeh, Mohammad-Reza Feizi-Derakhshi, Majid Ramezani +7
With technologies that have democratized the production and reproduction of information, a significant portion of daily interacted posts in social media has been infected by rumors…