Mehmet Akif Ozdemir

About Mehmet Akif Ozdemir

Mehmet Akif Ozdemir, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Izmir Kâtip Çelebi Üniversitesi, specializes in the field of Biomedical Signal Processing, Machine Learning, Cognitive Computational Neuroscience, Deep Learning, TMS-EEG.

His recent articles reflect a diverse array of research interests and contributions to the field:

An automated in vitro wound healing microscopy image analysis approach utilizing U-net-based deep learning methodology

Prediction of the synergistic effect of antimicrobial peptides and antimicrobial agents via supervised machine learning

El hareketi tahmini için EMG sinyalleri ve uyarlamalı sinirsel bulanık çıkarım sistemine (ANFIS) dayalı bir karar verme mekanizması

Classification of Human Emotions Based on Multivariate Spectral EEG Attributes and CNNs

Machine Learning to Predict the Effect of Cold Atmospheric Plasma on the Surface Properties of Biomaterials

Neuromodulatory effects and reproducibility of the most widely used repetitive transcranial magnetic stimulation protocols

Machine learning to predict the antimicrobial activity of cold atmospheric plasma-activated liquids

Plasma medicine: The era of artificial intelligence

Mehmet Akif Ozdemir Information

University

Position

Department of Biomedical Engineering

Citations(all)

716

Citations(since 2020)

716

Cited By

67

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

Izmir Kâtip Çelebi Üniversitesi

Google Scholar

View Google Scholar Profile

Mehmet Akif Ozdemir Skills & Research Interests

Biomedical Signal Processing

Machine Learning

Cognitive Computational Neuroscience

Deep Learning

TMS-EEG

Top articles of Mehmet Akif Ozdemir

Title

Journal

Author(s)

Publication Date

An automated in vitro wound healing microscopy image analysis approach utilizing U-net-based deep learning methodology

Dilan Dogru

Gizem D Ozdemir

Mehmet A Ozdemir

Utku K Ercan

Nermin Topaloglu Avsar

...

2024/2/12

Prediction of the synergistic effect of antimicrobial peptides and antimicrobial agents via supervised machine learning

BMC Biomedical Engineering

Basak Olcay

Gizem D Ozdemir

Mehmet A Ozdemir

Utku K Ercan

Onan Guren

...

2024/1/17

El hareketi tahmini için EMG sinyalleri ve uyarlamalı sinirsel bulanık çıkarım sistemine (ANFIS) dayalı bir karar verme mekanizması

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi

Deniz Hande KISA

Mehmet Akif Özdemir

Onan Güren

Ayşegül ALAYBEYOĞLU SOY

2023/6/1

Classification of Human Emotions Based on Multivariate Spectral EEG Attributes and CNNs

Muhiddin Ceyhun Yildirim

Mehmet Akif Ozdemir

Onan Guren

2023/11/10

Machine Learning to Predict the Effect of Cold Atmospheric Plasma on the Surface Properties of Biomaterials

Yusra Dolunay Sula

Gizem Dilara Ozdemir

Mehmet Akif Ozdemir

Utku Kursat Ercan

2023/11/10

Neuromodulatory effects and reproducibility of the most widely used repetitive transcranial magnetic stimulation protocols

Plos one

Justine Magnuson

Mehmet A Ozdemir

Elon Mathieson

Sofia Kirkman

Brice Passera

...

2023/6/23

Machine learning to predict the antimicrobial activity of cold atmospheric plasma-activated liquids

Machine Learning: Science and Technology

Mehmet Akif Özdemir

Gizem Dilara Özdemir

Merve Gül

Onan Güren

Utku Kürşat Ercan

2023/3/16

Plasma medicine: The era of artificial intelligence

Plasma Processes and Polymers

Utku Kürşat Ercan

Gizem Dilara Özdemir

Mehmet Akif Özdemir

Onan Güren

2023/12

A decision-making mechanism based on EMG signals and adaptive neural fuzzy inference system (ANFIS) for hand gesture prediction

Journal of the Faculty of Engineering and Architecture of Gazi University

Deniz Hande Kısa

Mehmet Akif Özdemir

Onan Güren

Ayşegül Alaybeyoğlu

2023/1/1

Prediction of Antimicrobial Efficacy of Direct Cold Atmospheric Plasma Treatment via Ensemble Learning-based Regression Models

Elcin Erkal

Gizem Dilara Ozdemir

Mehmet Akif Ozdemir

Utku Kursat Ercan

Onan Guren

2023/11/10

Dataset for multi-channel surface electromyography (sEMG) signals of hand gestures

Data in brief

Mehmet Akif Ozdemir

Deniz Hande Kisa

Onan Guren

Aydin Akan

2022/4/1

Removal of ocular artifacts in EEG using deep learning

Mehmet Akif Ozdemir

Sumeyye Kizilisik

Onan Guren

2022/10/31

Machine Learning to Predict Oxidative Strength of Cold Atmospheric Plasma Activated Water via Paper-Based Sensor

Gizem Dilara Özdemir

Mehmet Akif Özdemir

Mustafa Şen

Utku Kürşat Ercan

2022/10/31

Arrhythmic heartbeat classification using 2d convolutional neural networks

Irbm

Murside Degirmenci

Mehmet Akif Ozdemir

Elif Izci

Aydin Akan

2022/10/1

A deep learning pipeline for the segmentation of in vitro wound healing microscopy images following laser therapy

Dilan Dogru

Mehmet Akif Ozdemir

Gizem Dilara Ozdemir

Nermin Topaloglu Avsar

Onan Guren

2022/10/31

Statistical Analysis of Time-Frequency Features Based On Multivariate Synchrosqueezing Transform for Hand Gesture Classification

arXiv preprint arXiv:2209.13350

Lutfiye Saripinar

Deniz Hande Kisa

Mehmet Akif Ozdemir

Onan Guren

2022/9/24

Classification of Hand Gestures using sEMG Signals and Hilbert-Huang Transform

Deniz Hande Kisa

Mehmet Akif Ozdemir

Onan Guren

Aydin Akan

2022/8/29

Investigating the effect of signal channels and features in various domains on the emg-based hand gesture classification

Deniz Hande Kisa

Muhiddin Ceyhun Yildirim

Belkis Ozdil

Mehmet Akif Ozdemir

Onan Guren

...

2022/10/31

Hand gesture classification using time–frequency images and transfer learning based on CNN

Biomedical Signal Processing and Control

Mehmet Akif Ozdemir

Deniz Hande Kisa

Onan Guren

Aydin Akan

2022/8/1

Synchrosqueezing Transform and Non-Negative Matrix Factorization based Feature Extraction from EEG Signals for Motor Imagery Classification

Duygu Degirmenci

Mehmet Akif Ozdemir

Onan Guren

Aytug Onan

2022/10/31

See List of Professors in Mehmet Akif Ozdemir University(Izmir Kâtip Çelebi Üniversitesi)

Co-Authors

H-index: 195
Alvaro Pascual-Leone, MD, PhD

Alvaro Pascual-Leone, MD, PhD

Harvard University

H-index: 44
Dana Brooks

Dana Brooks

Northeastern University

H-index: 35
Mouhsin Shafi

Mouhsin Shafi

Harvard University

H-index: 31
Aydin Akan

Aydin Akan

Izmir Ekonomi Üniversitesi

H-index: 31
Aytuğ ONAN

Aytuğ ONAN

Izmir Kâtip Çelebi Üniversitesi

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