APBS

Asst. Prof. Dr.
Mustafa Erkam ÖZATEŞ

Faculty of Engineering

Electrical Electronics Engineering

SHORT CV

Education

2022 - 2023
Doktor

TÜRK-ALMAN ÜNİVERSİTESİ

FEN BİLİMLERİ ENSTİTÜSÜ, ROBOTLAR VE AKILLI SİSTEMLER (DR) (İNGİLİZCE)
2017 - 2022
Doktor

BOĞAZİÇİ ÜNİVERSİTESİ

BİYOMEDİKAL MÜHENDİSLİĞİ ENSTİTÜSÜ, BİYOMEDİKAL MÜHENDİSLİĞİ (DR)
2014 -
Master

İSTANBUL TEKNİK ÜNİVERSİTESİ

FEN BİLİMLERİ ENSTİTÜSÜ, RAYLI SİSTEMLER MÜHENDİSLİĞİ (YL) (TEZLİ)
2009 - 2014
Bachelor

İSTANBUL TEKNİK ÜNİVERSİTESİ

ELEKTRİK-ELEKTRONİK FAKÜLTESİ, KONTROL VE OTOMASYON MÜHENDİSLİĞİ BÖLÜMÜ

Academic Titles

2014
Wissenschaftliche (r) Mitarbeiter (in)

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE

MÜHENDİSLİK FAKÜLTESİ, ELEKTRİK-ELEKTRONİK MÜHENDİSLİĞİ BÖLÜMÜ

ACADEMIC STUDIES

  • International

    (2025) Can we use lower extremity joint moments predicted by the artificial intelligence model during walking in patients with cerebral palsy in the clinical gait analysis?

    Authors: Salami Firooz, ÖZATEŞ MUSTAFA ERKAM, ARSLAN YUNUS ZİYA, Wolf Sebastian, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: PLOS ONE, Number of Authors: 4, Month: Januar, Language: Englisch, Volume: 20, Issue: 4, Page: 14-, Doi: 10.1371/journal.pone.0320793, ISSN: 1932-6203, Access Type: Elektronisch, Article Link: https://doi.org/10.1371/journal.pone.0320793 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği, Article Type: Originalartikel,

    (2025) Estimating Ground Reaction Forces from Gait Kinematics in Cerebral Palsy: A Convolutional Neural Network Approach

    Authors: ÖZATEŞ MUSTAFA ERKAM, Salami Firooz, Wolf Sebastian, ARSLAN YUNUS ZİYA, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: ANNALS OF BIOMEDICAL ENGINEERING, Number of Authors: 4, Month: Januar, Language: Englisch, Volume: 53, Issue: 3, Page: 10-, Doi: 10.1007/s10439-024-03658-y, ISSN: 0090-6964, Access Type: Printversion+Elektronisch, Article Link: https://link.springer.com/article/10.1007/s10439-024-03658-y , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Gait analysis, Machine learning, Cerebral palsy, Ground reaction force, Article Type: Originalartikel,

    (2024) Estimating Ground Reaction Forces from Gait Kinematics in Cerebral Palsy: A Convolutional Neural Network Approach

    Authors: ÖZATEŞ MUSTAFA ERKAM, Salami Firooz, Wolf Sebastian, ARSLAN YUNUS ZİYA, Index Type: SCI, Type: people.with_referee, Journal Name: Annals of Biomedical Engineering, Number of Authors: 4, Month: November, Language: Türkisch, Doi: 10.1007/s10439-024-03658-y, ISSN: 0090-6964, Access Type: Printversion+Elektronisch, Article Link: https://doi.org/10.1007/s10439-024-03658-y , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği, Article Type: Originalartikel,

    (2024) Identification and interpretation of gait analysis features and foot conditions by explainable AI

    Authors: ÖZATEŞ MUSTAFA ERKAM, YAMAN ALPER, Salami Firooz, Campos Sarah, Wolf Sebastian, Schneider Urs, Index Type: SCI, Type: people.with_referee, Journal Name: Scientific Reports, Number of Authors: 6, Month: März, Language: Türkisch, Volume: 14, Doi: 10.1038/s41598-024-56656-4, ISSN: 2045-2322, Access Type: Printversion+Elektronisch, Article Link: https://doi.org/10.1038/s41598-024-56656-4 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği, Article Type: Originalartikel,

    (2023) Machine learning-based prediction of joint moments based on kinematics in patients with cerebral palsy

    Authors: ÖZATEŞ MUSTAFA ERKAM, KARABULUT DERYA, Salami Firooz, Wolf Sebastian, ARSLAN YUNUS ZİYA, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Elsevier BV, Number of Authors: 5, Month: Juni, Language: Türkisch, Volume: 155, Doi: 10.1016/j.jbiomech.2023.111668, ISSN: 0021-9290, Access Type: Printversion+Elektronisch, Article Link: http://dx.doi.org/10.1016/j.jbiomech.2023.111668 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği, Article Type: Originalartikel,

    (2023) Predicting Joint Moments from Kinematics in Patients with Cerebral Palsy using Deep Learning

    Authors: ÖZATEŞ MUSTAFA ERKAM, KARABULUT DERYA, Salami Firooz, Wolf Sebastian, ARSLAN YUNUS ZİYA, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Elsevier BV, Number of Authors: 5, Month: März, Language: Türkisch, Volume: 100, Doi: 10.1016/j.gaitpost.2022.11.041, ISSN: 0966-6362, Access Type: Printversion+Elektronisch, Article Link: http://dx.doi.org/10.1016/j.gaitpost.2022.11.041 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği, Article Type: Zusammenfassung,

    National

    (2023) Makine öğrenmesi ile kinematik veriden serebral palsili hastaların yürüyüş karakteristiğinin analizi

    Authors: ÖZATEŞ MUSTAFA ERKAM, Wolf Sebastian, ARSLAN YUNUS ZİYA, Index Type: Endekste taranmıyor, Type: people.with_referee, Journal Name: Sağlık ve Yaşam Bilimleri Dergisi, Number of Authors: 3, Month: Dezember, Language: Türkisch, Volume: 5, Doi: 10.33308/2687248X.202353318, ISSN: 10.33308/2687248X.202353318, Access Type: Printversion+Elektronisch, Article Link: http://dx.doi.org/10.33308/2687248x.202353318 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Yapay Zeka>Makine Öğrenmesi>Biyomekanik, Article Type: Originalartikel,

  • International

    Effect of selecting different biomechanical gait model on outcomes of the AI model

    Authors: Salami Firooz, ÖZATEŞ MUSTAFA ERKAM, Davoudi Mehrdad, Bisele Maria, Wolf Sebastian, Type: Zusammenfassender Bericht, Event Name: Annual Meeting of the European Society for Movement Analysis in Adults and Children 2025, Event Start Date: 08/09/2025, Number of Authors: 5, Language: Englisch, Publication State: Published, Published Date: 01/08/2025, Special Issue: Not Exists, Doi: 10.1016/j.gaitpost.2025.07.225, Access Type: Printversion+Elektronisch, Article Link: https://doi.org/10.1016/j.gaitpost.2025.07.225 , Country: SWISS, City: Basel, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği,

    Assessment the feasibility of an AI model predicting lower extremity joint moments during walking in patients with cerebral palsy

    Authors: Salami Firooz, ÖZATEŞ MUSTAFA ERKAM, ARSLAN YUNUS ZİYA, Wolf Sebastian, Type: Zusammenfassender Bericht, Event Name: ESMAC 2024, Event Start Date: 09/09/2024, Event End Date: 14/09/2024, Number of Authors: 4, Language: Englisch, Publication State: Published, Published Date: 14/09/2024, Special Issue: Not Exists, Doi: 10.1016/j.gaitpost.2024.07.214, Access Type: Printversion+Elektronisch, Article Link: https://doi.org/10.1016/j.gaitpost.2024.07.214 , Country: NORWAY, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği,

    Machine learning approaches for predicting Ankle Dorsi Plantar Moments in Cerebral Palsy gait analysis: A comparative study

    Authors: ÖZATEŞ MUSTAFA ERKAM, Salami Firooz, Wolf Sebastian, ARSLAN YUNUS ZİYA, Type: Zusammenfassender Bericht, Event Name: Annual Meeting of the European Society for Movement Analysis in Adults and Children, Event Start Date: 09/09/2024, Event End Date: 14/09/2024, Number of Authors: 4, Language: Englisch, Publication State: Published, Published Date: 14/09/2024, Special Issue: Not Exists, Doi: 10.1016/j.gaitpost.2024.07.213, Access Type: Printversion+Elektronisch, Article Link: https://doi.org/10.1016/j.gaitpost.2024.07.213 , Country: NORWAY, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği,

    Prediction of ground reaction forces from joint angles using machine learning

    Authors: ÖZATEŞ MUSTAFA ERKAM, Wolf Sebastian, ARSLAN YUNUS ZİYA, Type: Zusammenfassender Bericht, Event Name: Leverage of IT for Engineering and Science, Event Start Date: 30/10/2023, Event End Date: 01/11/2023, Number of Authors: 3, Language: Englisch, Publication State: Published, Published Date: 01/11/2023, Special Issue: Not Exists, Access Type: Elektronisch, Article Link: https://lites2023.tau.edu.tr/wp-content/uploads/2023/10/LITES-2023-Abstract-Book.pdf , Country: TURKEY, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği,

    Predicting Joint Moments from Kinematics in Patients with Cerebral Palsy using Deep Learning

    Authors: ÖZATEŞ MUSTAFA ERKAM, KARABULUT DERYA, Salami Firooz, Wolf Sebastian, ARSLAN YUNUS ZİYA, Type: Zusammenfassender Bericht, Event Name: Annual Meeting of the European Society for Movement Analysis in Adults and Children, Event Start Date: 18/09/2023, Event End Date: 23/09/2023, Number of Authors: 5, Language: Englisch, Publication State: Published, Published Date: 23/09/2023, Special Issue: Not Exists, Access Type: Printversion+Elektronisch, Article Link: https://www.sciencedirect.com/science/article/pii/S0966636222006786 , Country: GREECE, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği,

    Application of an explainable AI method in classification of functional foot conditions

    Authors: ÖZATEŞ MUSTAFA ERKAM, Salami Firooz, Wolf Sebastian, Campos Sarah, Hagmann Sebastian, Schneider Urs, Yaman Alper, Type: Zusammenfassender Bericht, Event Name: Annual Meeting of the European Society for Movement Analysis in Adults and Children, Event Start Date: 15/10/2021, Number of Authors: 7, Language: Englisch, Publication State: Published, Published Date: 15/10/2021, Special Issue: Not Exists, Access Type: Elektronisch, Article Link: https://www.eventvirtual.eu/cmVirtualPortal/_CzechIn/esmac21 , Sponsor: Fraunhofer IPA, Country: DENMARK, City: Kopenhag, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Yapay Zeka>Yapay Öğrenme>Biyomedikal Bilimler ve Teknolojiler,

    National

    Vorhersage der Bodenreaktionskräfte während Gangzyklus aus den Gelenkwinkeln durch maschinelles Lernen

    Authors: ÖZATEŞ MUSTAFA ERKAM, Wolf Sebastian, ARSLAN YUNUS ZİYA, Type: Zusammenfassender Bericht, Event Name: 12. Kongress der Deutschen Gesellschaft für Biomechanik (DGfB), Event Start Date: 28/09/2022, Event End Date: 30/09/2022, Number of Authors: 3, Language: Deutsch, Publication State: Not Published, Special Issue: Not Exists, Country: GERMANY, City: Köln, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği,

  • (2017 - 2017) Eklemeli Üretim Yöntemlerinin ve Özelliklerinin Analizi

    Project State: Vollständig, Project Budget: 7700, Currency: Turkish Lira, Type of Project: Position in the Project: Forscher, Academic Titles: Assistenzprofessor, Institution: TÜRK-ALMAN ÜNİVERSİTESİ,

    (2017 - 2017) Nesnelerin İnterneti İle Akıllı Sistem Yönetimi ve Analizi

    Project State: Vollständig, Project Budget: 3000, Currency: Turkish Lira, Type of Project: Position in the Project: Forscher, Academic Titles: Assistenzprofessor, Institution: TÜRK-ALMAN ÜNİVERSİTESİ,

    (2015 - 2015) Modeling of Transformerless Multi Cascaded Inverter with Flyback Converter Transformatörsüz FlybackÇeviricili Çoklu Kaskad Evirici Modellemesi

    Project State: Vollständig, Type of Project: Position in the Project: Forscher, Academic Titles: Wissenschaftliche (r) Mitarbeiter (in), Institution: TÜRK-ALMAN ÜNİVERSİTESİ,

  • (2023) TEKNOFEST Sağlıkta Yapay Zeka Yarışması Medikal Teknolojiler Kategorisi İkincilik Ödülü

    Type: Proje Ödülü, Activity Detail: Yurtiçi kamu kurum ve kuruluşlarından alınan bilim ödülü, Establishment: TEKNOFEST, Workplace Type: Diğer, Country: TURKEY,

Work Experience

2014 2014

Ür-Ge Departmanı Elektrik Elektronik Mühendisi

Ford Otosan A.Ş.
2012 2014

Ar-Ge Departmanı PEP

Mercedes Benz Türk A.Ş.

Area of Expertise

  1. Mühendislik Temel Alanı - Biyomedikal Mühendisliği ()

Contact

Contact details

E-Mail: ozates@tau.edu.tr



Office Hours:

people.tuesday: 10:00-12:00