Education
2013 - 2014
2013 - 2014Post Doctorate
State University of New York College at Buffalo, United States Of America
2007 - 2010
2007 - 2010Doctorate
Baskent University, Instıtute Of Scıence, Turkey
1997 - 2002
1997 - 2002Undergraduate
Baskent University, Faculty Of Engıneerıng, Department Of Electrıcal And Electronıcs Engıneerıng, Turkey
Dissertations
2010
2010Doctorate
Uyku apnesi türlerinin sınıflandırılması
Baskent University, Instıtute Of Scıence
Foreign Languages
C1 Advanced
C1 AdvancedFrench
C2 Mastery
C2 MasteryEnglish
Certificates, Courses and Trainings
2013
2013Roswell Park Cancer Institute Corp. Department of Radiation Safety Basic Laser Safety
Health&Medicine
Roswell Park Cancer Institute
2013
2013• IACUC Responsible Care and Use of Laboratory Animals Certification Program RPCI policies, procedures and regulations in animal welfare and research AALAS Learning Library course and exam in Mouse Biomethodology Workshop in biosafety cabinet preparation, aseptic techniques Workshop in rodent handling, bleeding and injection techniques
Health&Medicine
NIH
Research Areas
Avesis Research Areas:
WoS Research Areas:
Engineering Electrical & Electronic
Scopus Research Areas:
Signal Processing
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2026 - Present
2026 - PresentProfessor
Gazi University, Mühendislik Fakültesi, Elektrik - Elektronik Mühendisliği
2021 - 2026
2021 - 2026Associate Professor
Gazi University, Mühendislik Fakültesi, Elektrik - Elektronik Mühendisliği
2014 - 2021
2014 - 2021Assistant Professor
Baskent University, Faculty Of Engıneerıng, Department Of Bıomedıcal Engıneerıng
2010 - 2013
2010 - 2013Lecturer
Baskent University, Faculty Of Engıneerıng, Department Of Bıomedıcal Engıneerıng
Articles
All (21)
SCI-E, SSCI, AHCI (15)
SCI-E, SSCI, AHCI, ESCI (18)
ESCI (3)
Scopus (18)
TRDizin (4)
Other Publications (1)
2026
20261. Poincaré feature-based classification of electroencephalography signals for multiple sclerosis diagnosis
Aslan U., AKŞAHİN M. F.
Multiple Sclerosis and Related Disorders , vol.109, 2026 (SCI-Expanded, Scopus)
2025
20252. A Feature Extraction and Selection Framework for Electrocorticography-Based Neural Activity Classification
ADANUR R., Arslan E. E., KUTBAY U., AKŞAHİN M. F.
Journal of Medical Systems , vol.49, no.1, 2025 (SCI-Expanded, Scopus)
2025
20253. SHAP-Based Identification of Potential Acoustic Biomarkers in Patients with Post-Thyroidectomy Voice Disorder
Celepli S., Bigat I., Karakas B., Tezcan H. M., Yar M. D., Celepli P., et al.
Diagnostics , vol.15, no.16, 2025 (SCI-Expanded, Scopus)
2025
20254. SPHERE: Benchmarking YOLO vs. CNN on a Novel Dataset for High-Accuracy Solar Panel Defect Detection in Renewable Energy Systems
Ayturan K., Sarıkamış B., Akşahin M. F., Kutbay U.
APPLIED SCIENCES-BASEL , vol.15, no.9, 2025 (SCI-Expanded, Scopus)
2025
20255. Detection of Alzheimer and mild cognitive impairment patients by Poincare and Entropy methods based on electroencephalography signals
Aslan U., AKŞAHİN M. F.
BIOMEDICAL ENGINEERING ONLINE , vol.24, no.1, 2025 (SCI-Expanded, Scopus)
2025
20256. Enhancing multiple sclerosis diagnosis: A comparative study of electroencephalogram signal processing and entropy methods
Aslan U., AKŞAHİN M. F.
Computers in Biology and Medicine , vol.185, 2025 (SCI-Expanded, Scopus)
2024
20247. Towards Emotionally Intelligent Virtual Environments: Classifying Emotions through a Biosignal-Based Approach
Arslan E. E., Akşahin M. F., Yilmaz M., Ilgın H. E.
APPLIED SCIENCES , vol.14, no.19, pp.8769-8920, 2024 (SCI-Expanded, Scopus)
2021
20218. Detection of multiple sclerosis from photic stimulation EEG signals
Karaca B. K., Aksahin M. F., Ocal R.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , vol.67, 2021 (SCI-Expanded, Scopus)
2021
20219. Brain tumor prediction on MR images with semantic segmentation by using deep learning network and 3D imaging of tumor region
Karayegen G., Aksahin M. F.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , vol.66, 2021 (SCI-Expanded, Scopus)
2021
202110. A novel electroencephalography based approach for Alzheimer's disease and mild cognitive impairment detection
Oltu B., Aksahin M. F., Kibaroglu S.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , vol.63, 2021 (SCI-Expanded, Scopus)
2020
202011. Göz Hareketlerinin Takibi ile Bilgisayar Kontrolü
MENTEŞ M. F., GÜVEN M. M., ÖZCAN Ş. N., AKŞAHİN M. F.
European Journal of Science and Technology , pp.204-210, 2020 (TRDizin)
2020
202012. Quantitative sleep EEG synchronization analysis for automatic arousals detection
Erdamar A., Aksahin M. F.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , vol.59, 2020 (SCI-Expanded, Scopus)
2020
202013. Multi-scale classification of single-cell gel electrophoresis assay using deep learning algorithm
Erdamar A., Aksahin M. F.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , vol.56, 2020 (SCI-Expanded, Scopus)
2020
202014. Heart sound recording and automatic S1-S2 waves detecting system design
Aksahin M. F., Oltu B., Karaca B. K.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY
, vol.35, no.1, pp.61-70, 2020 (SCI-Expanded, Scopus, TRDizin)
2019
201915. Motor Seslerine Göre Otomobillerin Tanınması
KARAMAN E., Rende H., AKŞAHİN M. F.
Engineer the Machinery Magazine , vol.60, no.695, pp.148-164, 2019 (TRDizin)
2019
201916. Multifunctional Phototherapy Device Design
Aksahin M. F.
ELECTRICA
, vol.19, no.1, pp.65-71, 2019 (ESCI, Scopus, TRDizin)
2017
201717. Ergonomics Importance of Wearable Medical Devices
AKŞAHİN M. F.
Ergonomics International Journal , vol.1, no.4, 2017 (Peer-Reviewed Journal)
2016
201618. Photodynamic Therapy-Induced Microvascular Changes in a Nonmelanoma Skin Cancer Model Assessed by Photoacoustic Microscopy and Diffuse Correlation Spectroscopy
Rohrbach D. J., Salem H., Aksahin M. F., Sunar U.
PHOTONICS
, vol.3, no.3, 2016 (ESCI, Scopus)
2015
201519. OBSTRUCTIVE SLEEP APNEA CLASSIFICATION WITH ARTIFICIAL NEURAL NETWORK BASED ON TWO SYNCHRONIC HRV SERIES
Aksahin M. F., Erdamar A., Firat H., Ardic S., Erogul O.
BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS , vol.27, no.2, 2015 (ESCI, Scopus)
2015
201520. Preoperative Ultrasound and Photoacoustic Imaging of Nonmelanoma Skin Cancers
Zeitouni N. C., Rohrbach D. J., Aksahin M. F., Sunar U.
DERMATOLOGIC SURGERY
, vol.41, no.4, pp.525-528, 2015 (SCI-Expanded, Scopus)
2012
201221. Artificial Apnea Classification with Quantitative Sleep EEG Synchronization
Aksahin M. F., AYDIN S., Firat H., Erogul O.
JOURNAL OF MEDICAL SYSTEMS , vol.36, no.1, pp.139-144, 2012 (SCI-Expanded, Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences
2026
20261. ECG Derived Respiratory With AM Modulation
AKŞAHİN M. F., Karademir M.
2026 International Conference on Cybersecurity, Digital Forensics, and AI Applications, ICCSDFAI 2026, İstanbul, Turkey, 25 - 27 June 2026, pp.555-559, (Full Text)
2025
20252. Bladder Volume Estimation from Computed Tomography Images: YOLO-Based Segmentation Bilgisayarli Tomografi G r nt lerinden Mesane Hacmi Belirleme: YOLO Tabanli Segmentasyon
Kose M. M., Yildiz E. T., Esen M., Ozen S. K., Sabah A., ÜNCÜ Y. A., et al.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Turkey, 25 - 28 June 2025, (Full Text)
2024
20243. Pasif Anten Takip Sistemleri için MVDR Algoritmaları Geliştirlmesi
Şen M., AKŞAHİN M. F.
12th international congress on engineering and technology management, İstanbul, Turkey, 9 November - 10 December 2024, (Full Text)
2024
20244. Automated Segmentation of Lung Tomography Images Using the U-Net Model: A Pilot Study U-Net Modeli ile Akciğer Tomografi Görüntülerinin Otomatik Segmentasyonu: Pilot Çalışma
Özen Ş. K., Sabah A., ÜNCÜ Y. A., AKŞAHİN M. F., KURTMAN C.
2024 Medical Technologies Congress, TIPTEKNO 2024, Muğla, Turkey, 10 - 12 October 2024, (Full Text)
2023
20235. Sleep Stages Classification via EEG Signals Using Quadratic Support Vector Machine (SVM) Algorithm
Arslan E. E., Seçkinsoy A., AKŞAHİN M. F.
2023 Medical Technologies Congress (TIPTEKNO), Cyprus (Kktc), 10 November 2023, (Full Text)
2022
20226. Automatic Glacoma Detection Using Whale Optimization and Support Vector Machines
ÖZEN Ş. K., AKŞAHİN M. F.
2022 Medical Technologies Congress (TIPTEKNO), Turkey, 31 October - 02 November 2022, (Full Text)
2022
20227. Automatic Glacoma Detection Using Whale Optimization and Support Vector Machines BALİNA OPTİMİZASYON VE DESTEK VEKTÖR MAKİNELERİ KULLANARAK OTOMATİK GLOKOM TESPİTİ
Özen S. K., AKŞAHİN M. F.
2022 Medical Technologies Congress, TIPTEKNO 2022, Antalya, Turkey, 31 October - 02 November 2022, (Full Text)
2022
20228. Automatic Classification of Diseases from Heart Sounds Kalp Seslerinden Otomatik Hastalık Sınıflandırılması
Demirci F., Uluca M. A., Bilgin B., Akşahin M. F.
2022 Medical Technologies Congress, TIPTEKNO 2022, Antalya, Turkey, 31 October - 02 November 2022, (Full Text)
2021
20219. Brain Tumor Prediction with Deep Learning and Tumor Volume Calculation
Karayeğen G., Akşahin M. F.
TIPTEKNO 21, Antalya, Turkey, 1 - 03 November 2021, pp.1-4, (Full Text)
2021
202110. Automatic And Semi-Automatic Bladder Volume Detection In Ultrasound Images
Kavuncubaşı U., Tek G., Acar K., Ertosun B., Akşahin M. F.
ICAIAME 21, Antalya, Turkey, 1 - 03 October 2021, pp.70, (Summary Text)
2020
202011. TOF MRA Görüntüsünden Otomatik Beyin Dokusu Bölütleme
Özen Ş. K., AKŞAHİN M. F.
TIPTEKNO 20, Turkey, 19 - 20 November 2020, (Full Text)
2020
202012. EKG Sinyallerini Kullanarak Kimlik Tespiti
Kılıçer C., Ay Ş., AKŞAHİN M. F.
TIPTEKNO 20, Turkey, 19 - 20 November 2020, (Full Text)
2020
202013. Computer Control with Eye Movement Tracking
Menteş M. M., Güven M. M., Özcan Ş. N., AKŞAHİN M. F.
2 nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, 26 - 27 June 2020, (Full Text)
2020
202014. IDFATIFICATION USING FCG SIGNALS
Kilicer E. C., Ay S., Aksahin M. F.
Medical Technologies National Congress (TIPTEKNO), ELECTR NETWORK, 19 - 20 November 2020, (Full Text)
2020
202015. Automatic Brain Tissue Segmentation on TOF MRA Image
Ozen S. K., Aksahin M. F.
Medical Technologies National Congress (TIPTEKNO), ELECTR NETWORK, 19 - 20 November 2020, (Full Text)
2019
201916. Sleep Apnea Detection with Respiratory Modulated ECG signal
AKŞAHİN M. F., ÜNCÜ Y. A.
2nd International Conference on Technology and Science, 14 - 16 November 2019, (Full Text)
2019
201917. Semi-Automatic Cardiac Vector And Angle Calculator Development
IŞIK A., AKŞAHİN M. F.
International Conference on Engineereing Technologies 2019, 25 - 27 October 2019, (Full Text)
2019
201918. Tek Hücreli Jel Elektroforez Testi Görüntülerinin Sınıflandırılması İçin Derin Öğrenme Tabanlı Analiz Algorithması
ERDAMAR A., AKŞAHİN M. F.
20. Uluslararası Katılımlı Biyoteknoloji Kongresi, Turkey, 10 - 12 October 2019, (Summary Text)
2019
201919. Detection of Multiple Sclerosis Disease by EEG Coherence Analysis
Karaca B. K., Aksahin M. F., Ocal R.
Medical Technologies Congress (TIPTEKNO), İzmir, Turkey, 3 - 05 October 2019, pp.21-24, (Full Text)
2019
201920. Investigation of EEG Signal for Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease
Oltu B., Aksahin M. F., Kibaroglu S.
Medical Technologies Congress (TIPTEKNO), İzmir, Turkey, 3 - 05 October 2019, pp.495-498, (Full Text)
2019
201921. Epilepsy Classification in Ictal Stage From EEG Signals for Children
Recber D., Aksahin M. F.
Medical Technologies Congress (TIPTEKNO), İzmir, Turkey, 3 - 05 October 2019, pp.172-175, (Full Text)
2019
201922. Detection of Hypopnea Using Respiratory Signals
Oktan A. D., Aksahin M. F.
Medical Technologies Congress (TIPTEKNO), İzmir, Turkey, 3 - 05 October 2019, pp.322-325, (Full Text)
2018
201823. Neurofeedback System Design Based On Discrete Wavelet Transform
Ozen S. K., Aksahin M. F.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text)
2018
201824. Segmentation of Live and Dead Cells in Tissue Scaffolds
Uyar T., Erdamar A., Aksahin M. F., GÜMÜŞDERELİOĞLU M., Irmak G., Erogul O.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text)
2018
201825. Sleep Apnea Detection Using Blood Pressure Signal
Aksahin M. F., Oltu B., Karaca B. K.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text)
2018
201826. Classification of Sleep Apnea by Photoplethysmography Signal
Aksahin M. F., Karaca B. K., Oltu B.
Medical Technologies National Congress (TIPTEKNO), Magusa, CYPRUS, 8 - 10 November 2018, (Full Text)
2018
201827. Classification of Heart Sound Recordings With Continuous Wavelet Transform Based Algorithm
Karaca B. K., Oltu B., Kantar T., Kilic E., Aksahin M. F., Erdamar A.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text)
2017
201728. Heart Sound Recording Device Design and, Automatic Sl and S2 Waves Detection
AKŞAHİN M. F., OLTU B., KARACA B. K.
ICAT 2017, 12 - 15 September 2017, (Full Text)
2017
201729. Sleep Apnea Detection Using With EEG, ECG and Respiratory Signals
Aksahin M. F., Erdamar A., Isik A., Karaduman A.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text)
2017
201730. Automatic Vascular Segmentation on Angio Images
Akshain M. F., Ozen S. K., Eren N. T.
Medical Technologies National Congress (TIPTEKNO), Trabzon, Turkey, 12 - 14 October 2017, (Full Text)
2016
201631. Detection of Epilepsy Disease From EEG Signals With Artificial Neural Networks
Ozkan C., Dogan S., Kantar T., Aksahin M. F., Erdamar A.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.693-696, (Full Text)
2015
201532. Automatic detection of MC3T3 proliferation on confocal laser scanning microscope images by using image processing techniques
UYAR T., GÜMÜŞDERELİOĞLU M., DEMİRTAŞ T. T., IRMAK G., ERDAMAR A., AKŞAHİN M. F., et al.
BIOMED 2015, 22 - 24 October 2015, (Summary Text)
2015
201533. Detection of PC12 cell line proliferation on AAO membranes using image processing techniques
Uyar T., Erdamar A., Aksahin M. F., Erogul O., Altuntas S., Buyukserin F.
European Biotechnology Congress, Bucharest, Romania, 7 - 09 May 2015, vol.208, (Summary Text)
2010
201034. Uykuda Gelişen Apnenin EKG ve PPG Sinyallarini Eş Zamalı Kullanarak Sınıflandırılması
AKŞAHİN M. F., ERDAMAR A., Fırat H., EROĞUL O., ARDIÇ S.
11. Ulusal Uyku Tıbbı Kongresi, Turkey, 6 - 10 November 2010, (Summary Text)
2010
201035. Classification of sleep apnea types using EEG synchronization criteria
AKŞAHİN M. F., AYDIN S., Fırat H., EROĞUL O., ARDIÇ S.
2010 15th National Biomedical Engineering Meeting, Antalya, Turkey, 21 - 24 April 2010, (Full Text)
2010
201036. Designing 3 language talkative system of heart beater
Perktaş B., AKŞAHİN M. F.
2010 15th National Biomedical Engineering Meeting, Antalya, Turkey, 21 - 24 April 2010, (Full Text)
2009
200937. Uykuda Gelişen Apnenin Yapay Sinir Ağları Kullanarak Sınıflandırılması
AKŞAHİN M. F., Fırat H., AYDIN S., EROĞUL O., ARDIÇ S.
10. Ulusal Uyku Tıbbı Kongresi, Antalya, Turkey, 8 - 12 December 2009, (Summary Text)
2009
200938. Başkent Üniversitesi Biyomedikal Mühendisliği Bölümü Tanıtımı
AKŞAHİN M. F., YILMAZ B.
IV. Elektrik Elektronik Bilgisayar Biyomedikal Mühendislikleri Eğitimi Sempozyumu, Turkey, 22 - 24 October 2009, (Full Text)
2007
200739. Fotopletismografi PPG sistemi Tasarımı ve İnsan Vücudundaki Oksijen Değişiminin Gözlemi
Altınel M. K., AKŞAHİN M. F.
Biyomut, Turkey, 22 - 23 May 2007, (Full Text)
Funded Projects
2024 - 2026
2024 - 2026Diş Hekimliği Radyoloji Eğitiminde Simülasyon: Sanal Gerçeklik Tabanlı İntraoral Radyografi için Sanal Klinik Uygulaması
Project Supported by Higher Education Institutions , BAP Research Project
AKAY G. (Executive), TÜFEKCİ A., AKŞAHİN M. F., GÜNGÖR K., YILMAZ M., BARUT Ö.
2023 - 2025
2023 - 2025
Compact Size and Highly Sensitive Non-Invasive Radio-Frequency (RF) Sensor for Blood Glucose Level (BGL) Monitoring
TÜBİTAK International Bilateral Joint Cooperation Program Project , 2535 TÜBİTAK-IRAN MSRT
(Project Abstract)
Kara A., Ergün Yardım F., Akşahin M. F.
2023 - 2024
2023 - 2024
Kan Şeker Seviyesini İzlemek Için, Düşük Boyut Ve Yüksek Hassasiyetli Non-İnvazif Radyo-Frekans Sensörü
TÜBİTAK International Bilateral Joint Cooperation Program Project , 2535 TÜBİTAK-IRAN MSRT
(Project Abstract)
Kara A.(Executive), Ergün Yardım F., Akşahin M. F.
2021 - 2021
2021 - 2021
TEMASSIZ FİZYOLOJİK SİNYAL DEDEKTÖRÜ
TUBITAK Project , 2209-A - Üniversite Öğrencileri Araştırma Projeleri Destekleme Programı
(Project Abstract)
Akşahin M. F. (Executive), Berk H., Durmaz M.
2019 - 2019
2019 - 2019EKG Sinyallerini Kullanarak Kimlik Tespiti
TUBITAK Project , 2209-A - Üniversite Öğrencileri Araştırma Projeleri Destekleme Programı
(Project Abstract)
Akşahin M. F. (Executive), Ay Ş., Kılıçer C.