Mehmet Akif Ozdemir

发表

EEG based Emotional State Estimation using 2-D Deep Learning Technique

Aydin Akan, Mehmet Akif Ozdemir, Murside Degirmenci, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Real Time Emotion Recognition from Facial Expressions Using CNN Architecture

Aydin Akan, Mehmet Akif Ozdemir, Berkay Elagoz, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Detection of Epileptic Seizures by the Analysis of EEG Signals Using Empirical Mode Decomposition

Aydin Akan, Luis F. Chaparro, Mehmet Akif Ozdemir, 2018, 2018 Medical Technologies National Congress (TIPTEKNO).

Emotion Recognition from EEG Signals by Using Empirical Mode Decomposition

Aydin Akan, Mehmet Akif Ozdemir, Murside Degirmenci, 2018, 2018 Medical Technologies National Congress (TIPTEKNO).

Arrhythmia Detection on ECG Signals by Using Empirical Mode Decomposition

Aydin Akan, Mehmet Akif Ozdemir, Reza Sadighzadeh, 2018, 2018 Medical Technologies National Congress (TIPTEKNO).

Epileptic EEG Classification Using Synchrosqueezing Transform with Machine and Deep Learning Techniques

Aydin Akan, Ozlem Karabiber Cura, Mehmet Akif Ozdemir, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

Design of Real Time Cardiac Arrhythmia Detection Device

Aydin Akan, Mehmet Akif Ozdemir, Yasemin Yol, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

EEG-based emotion recognition with deep convolutional neural networks

Aydin Akan, Mehmet Akif Ozdemir, Murside Degirmenci, 2020, Biomedizinische Technik. Biomedical engineering.

Emotion Recognition with Multi-Channel EEG Signals Using Auditory Stimulus

Aydin Akan, Mehmet Akif Ozdemir, Cansu Gunes, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Cardiac Arrhythmia Detection from 2D ECG Images by Using Deep Learning Technique

Aydin Akan, Mehmet Akif Ozdemir, Murside Degirmenci, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning

Mehmet Akif Ozdemir, Onan Guren, Gizem Dilara Ozdemir, 2021, BMC Medical Informatics and Decision Making.

Arrhythmic Heartbeat Classification Using 2D Convolutional Neural Networks

Aydin Akan, Mehmet Akif Ozdemir, Murside Degirmenci, 2021, IRBM.

Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning

Aydin Akan, Ozlem Karabiber Cura, Mehmet Akif Ozdemir, 2021, Int. J. Neural Syst..

Synchrosqueezing Transform in Biomedical Applications: A mini review

Mehmet Akif Ozdemir, A. Akan, Duygu Degirmenci, 2020, 2020 Medical Technologies Congress (TIPTEKNO).

Emotion Recognition with Multi-Channel EEG Signals Using Visual Stimulus

Mehmet Akif Ozdemir, A. Akan, Tugba Ergin, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

ECG Heartbeat Classification Based on Signal-to-Image Transformation Using Convolutional Neural Networks

Mehmet Akif Ozdemir, A. Akan, Elif Izci, 2020 .

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

Mehmet Akif Ozdemir, Gizem Dilara Ozdemir, Utku Kürşat Ercan, 2022, Mach. Learn. Sci. Technol..

Statistical Analysis of Time-Frequency Features Based On Multivariate Synchrosqueezing Transform for Hand Gesture Classiﬁcation El Hareketi Sınıﬂandırması ic¸in C¸ok-De ˘gis¸kenli Senkrosıkıs¸tırma D ¨on ¨us¸ ¨um ¨une Dayalı Zaman-Frekans ¨Ozniteliklerinin ˙Istatistiksel Analizi

Mehmet Akif Ozdemir, Onan Guren, Lutfiye Saripinar, 2022 .

Removal of Ocular Artifacts in EEG Using Deep Learning

Mehmet Akif Ozdemir, Onan Guren, Sumeyye Kizilisik, 2022, 2022 Medical Technologies Congress (TIPTEKNO).

EMG based Hand Gesture Recognition using Deep Learning

Mehmet Akif Ozdemir, A. Akan, Aytuğ Onan, 2020, 2020 Medical Technologies Congress (TIPTEKNO).

A Case of Arrhythmogenic Right Ventricular Dysplasia Associated with FANA Positiveness—A Case Report

Mehmet Akif Ozdemir, Y. Başaran, C. Yakut, 1991, Angiology.

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

Mehmet Akif Ozdemir, Aytuğ Onan, Duygu Değirmenci, 2022, 2022 Medical Technologies Congress (TIPTEKNO).

Investigating the Effect of Signal Channels and Features in Various Domains on the EMG-based Hand Gesture Classification

Mehmet Akif Ozdemir, A. Akan, Onan Guren, 2022, 2022 Medical Technologies Congress (TIPTEKNO).

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

Mehmet Akif Ozdemir, A. Akan, Onan Guren, 2022, 2022 30th European Signal Processing Conference (EUSIPCO).

Classi cation of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning

Mehmet Akif Ozdemir, Gizem Dilara Ozdemir, Onan Guren, 2021 .

Abnormal ECG Beat Detection Based on Convolutional Neural Networks

Ozlem Karabiber Cura, Mehmet Akif Ozdemir, A. Akan, 2020, 2020 Medical Technologies Congress (TIPTEKNO).

A Dynamic Mode Decomposition Based Approach for Epileptic EEG Classification

Aydin Akan, Mehmet Akif Ozdemir, Ozlem Karabiber Cura, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

EMG based Hand Gesture Classification using Empirical Mode Decomposition Time-Series and Deep Learning

Mehmet Akif Ozdemir, A. Akan, Onan Guren, 2020, 2020 Medical Technologies Congress (TIPTEKNO).

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

Mehmet Akif Ozdemir, A. Akan, Onan Guren, 2022, Data in brief.

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

Mehmet Akif Ozdemir, Onan Guren, Lutfiye Saripinar, 2022, ArXiv.

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

Mehmet Akif Ozdemir, A. Akan, Onan Guren, 2022, Biomed. Signal Process. Control..

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

Mehmet Akif Ozdemir, O. Karaman, Utku Kürşat Ercan, 2024, BMC biomedical engineering.