APBS

Asst. Prof. Dr.
Dilek GÖKSEL DURU

Faculty of Science

Molecular Biotechnology

SHORT CV

She completed her Master's and Ph.D. studies in the Department of Biomedical Engineering at Boğaziçi University. Between 2011 and 2014, she worked as a researcher in the FP7 European Commission project ISUR (Intelligent SURgical Robotics). Since 2021, she has been a faculty member in the department of Molecular Biotechnology at the Turkish-German University, specializing in Bioinformatics. She gives lectures and seminars in areas such as artificial intelligence, applied informatics, neuroengineering, and machine/deep learning applications in engineering. Her research includes developing algorithms in computational neuroscience, with a focus on the mathematical modeling of diffusion tensor imaging using artificial neural networks. She has publications in international peer-reviewed journals and national/international projects in areas like eye-tracking analysis, intelligent medical decision support systems, brain connectivity, and mental workload. Since 2022, she is the PI (principal investigator) of the project CLAREPA (Classification of Resting State Networks based on EEG-fNIRS recordings in portable applications), a project supported under the International Bilateral Cooperation Programs, carried out in collaboration with the Neuroelectronics Department at the Technical University of Munich.

Education

2002 - 2013
Doktor

BOĞAZİÇİ ÜNİVERSİTESİ

BİYOMEDİKAL MÜHENDİSLİĞİ ENSTİTÜSÜ, BİYOMEDİKAL MÜHENDİSLİĞİ (DR)
1999 - 2002
Master

BOĞAZİÇİ ÜNİVERSİTESİ

BİYOMEDİKAL MÜHENDİSLİĞİ ENSTİTÜSÜ, BİYOMEDİKAL MÜHENDİSLİĞİ (YL) (TEZLİ)

Academic Titles

2021
Assistenzprofessor

TÜRK-ALMAN ÜNİVERSİTESİ,

FEN FAKÜLTESİ, MOLEKÜLER BİYOTEKNOLOJİ BÖLÜMÜ
2018
Assistenzprofessor

İSTANBUL AREL ÜNİVERSİTESİ,

MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİYOMEDİKAL MÜHENDİSLİĞİ BÖLÜMÜ
2013
Assistenzprofessor

İSTANBUL AREL ÜNİVERSİTESİ,

MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİYOMEDİKAL MÜHENDİSLİĞİ BÖLÜMÜ

ACADEMIC STUDIES

  • International

    (2023) Evaluation of Deep Transfer Learning Methodologies on the COVID-19 Radiographic Chest Images

    Authors: Al-Azzawi Athar, Al-Jumaili Saif, DURU ADİL DENİZ, GÖKSEL DURU DİLEK, UÇAN OSMAN NURİ, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: International Information and Engineering Technology Association, Number of Authors: 5, Month: April, Language: Türkisch, Volume: 40, Issue: 2, Page: 407-420, Doi: 10.18280/ts.400201, ISSN: 0765-0019, Access Type: Printversion+Elektronisch, Article Link: http://dx.doi.org/10.18280/ts.400201 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Yapay Zeka>Görüntü İşleme>Biyomedikal Bilimler ve Teknolojiler>transfer öğrenme,covid19, Article Type: Originalartikel,

    (2021) Identification of Food/Nonfood Visual Stimuli from Event-Related Brain Potentials

    Authors: Güney Selen, Arslan Sema, DURU ADİL DENİZ, GÖKSEL DURU DİLEK, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Applied Bionics and Biomechanics, Number of Authors: 4, Month: September, Language: Englisch, Volume: 2021, Page: 1-11, Doi: 10.1155/2021/6472586, ISSN: 1176-2322, Access Type: Elektronisch, Article Link: http://dx.doi.org/10.1155/2021/6472586 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>İşaret İşleme>Nörobilim>Makine Öğrenmesi>Göz takip sistemleri, Article Type: Originalartikel,

    (2021) Classification of brain electrophysiological changes in response to colour stimuli

    Authors: GÖKSEL DURU DİLEK, Alobaidi May, Index Type: SCI, Type: people.with_referee, Journal Name: PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE, Number of Authors: 2, Month: Juli, Language: Englisch, Volume: 44, Issue: 3, Page: 727-743, Doi: 10.1007/s13246-021-01021-2, ISSN: 2662-4737, Access Type: Elektronisch, Article Link: https://link.springer.com/article/10.1007/s13246-021-01021-2 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Nörobilim>Yapay Öğrenme>Electroencephalography, Colour stimuli, Classification, Machine learning, Event-related potentials, Article Type: Originalartikel,

    (2019) Acute Changes in Electrophysiological Brain Dynamics in Elite Karate Players

    Authors: DURU ADİL DENİZ, BALCIOĞLU TAYLAN HAYRİ, Özcan Çakır Canan Elif, GÖKSEL DURU DİLEK, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Iranian Journal of Science and Technology, Transactions of Electrical Engineering, Number of Authors: 4, Month: August, Language: Englisch, Special Issue: Not Exists, Page: 1-15, Doi: 10.1007/s40998-019-00252-0, ISSN: 2228-6179, Access Type: Elektronisch, Article Link: http://link.springer.com/10.1007/s40998-019-00252-0 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Makine Öğrenmesi>Nörobilim>İşaret İşleme>Acute effect of exercise,Coherence,Brain connectivity,EEG, Article Type: Originalartikel,

    (2015) Analysis of correlation between white matter changes and functional responses in thalamic stroke a DTI and EEG study

    Authors: DURU ADİL DENİZ, GÖKSEL DURU DİLEK, Yumerhodzha Sami, BEBEK NERSES, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Brain Imaging and Behavior, Number of Authors: 4, Month: Mai, Language: Englisch, Volume: 10, Special Issue: Not Exists, Page: 424-436, Doi: 10.1007/s11682-015-9397-1, ISSN: 1931-7557, Access Type: Elektronisch, Article Link: http://link.springer.com/article/10.1007%2Fs11682-015-9397-1 , Country: UNITED STATES OF AMERICA, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Nörobilim>İşaret İşleme>difüzyon tensör MR,kantitatif EEG, Article Type: Originalartikel,

    (2014) Improvement of Design of a Surgical Interface Using an Eye Tracking Device

    Authors: EROL BARKANA DUYGUN, açık alper, DURU ADİL DENİZ, GÖKSEL DURU DİLEK, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Theoretical Biology and Medical Modelling, Number of Authors: 4, Month: November, Language: Englisch, Volume: 11, Issue: 48, Special Issue: Not Exists, Page: 1-18, Doi: 10.1186/1742-4682-11-48, ISSN: 1742-4682, Access Type: Elektronisch, Article Link: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4464635/ , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Biyomedikal Bilimler ve Teknolojiler>göz takip sistemi,robot cerrahi arayüz tasarımı, Article Type: Originalartikel,

    (2013) Application of Self-Organizing Artificial Neural Networks on Simulated Diffusion Tensor Images

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Mathematical Problems in Engineering, Number of Authors: 2, Month: Mai, Language: Englisch, Page: 1-14, Doi: 10.1155/2013/690140, ISSN: 1563-5147, Access Type: Elektronisch, Article Link: https://www.hindawi.com/journals/mpe/2013/690140/ , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Biyomedikal Bilimler ve Teknolojiler>Makine Öğrenmesi, Article Type: Originalartikel,

    (2010) Determination of neural fiber connections based on data structure algorithm

    Authors: Dilek Göksel Duru, Mehmed Özkan, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Computational Intelligence and Neuroscience, Number of Authors: 2, Month: Januar, Language: Englisch, Volume: 2010, Issue: 2010 (2010), Article ID 251928, Special Issue: Not Exists, Page: 1-13, Doi: 10.1155/2010/251928, Access Type: Elektronisch, Article Link: http://www.hindawi.com/journals/cin/2010/251928/ , Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomühendislik, Article Type: Originalartikel,

    National

    (2020) Gözbebeği Hareketleri Temelli Duygu Durumu Sınıflandırılması

    Authors: METE Samet, ÇAKIR OĞUZ, BAYAT OĞUZ, GÖKSEL DURU DİLEK, DURU ADİL DENİZ, Index Type: TR DİZİN, Type: people.with_referee, Journal Name: Bilişim Teknolojileri Dergisi, Number of Authors: 5, Month: April, Language: Türkisch, Volume: 13, Issue: 2, Special Issue: Not Exists, Page: 137-144, Doi: 10.17671/gazibtd.563830, ISSN: 1307-9697, Access Type: Printversion+Elektronisch, Article Link: http://dx.doi.org/10.17671/gazibtd.563830 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Biyomedikal Bilimler ve Teknolojiler>Makine Öğrenmesi>göz takip sistemi, Article Type: Originalartikel,

    (2020) Göz Hareketlerine Dayalı Beyin Bilgisayar Arayüzü Tasarımı

    Authors: Koç Engin, BAYAT OĞUZ, GÖKSEL DURU DİLEK, DURU ADİL DENİZ, Index Type: TR DİZİN, Type: people.with_referee, Journal Name: Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi, Number of Authors: 4, Month: Januar, Language: Türkisch, Volume: 12, Issue: 1, Page: 176-188, Doi: 10.29137/umagd.555494, ISSN: 1308-5514, Access Type: Elektronisch, Article Link: https://dergipark.org.tr/tr/pub/umagd/issue/49089/555494 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Makine Öğrenmesi>Veri Madenciliği>Nörobilim, Article Type: Originalartikel,

    (2019) Fiziksel Performans Etkisinde Mental Aktivitenin Elektrofizyolojik Bulgularının Değerlendirilmesi

    Authors: GÖKSEL DURU DİLEK, IŞIKÇI KOCA ELİF, Index Type: TR DİZİN, Type: people.with_referee, Journal Name: Academic Platform Journal of Engineering and Science, Number of Authors: 2, Month: Dezember, Language: Türkisch, Volume: 7, Issue: 3, Special Issue: Not Exists, Page: 1-9, Doi: 10.21541/apjes.520952, ISSN: 2822-2385, Access Type: Printversion+Elektronisch, Article Link: http://dx.doi.org/10.21541/apjes.520952 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>İşaret İşleme>Nörobilim>Biyomedikal Bilimler ve Teknolojiler>Alfa Baskılanması,Aerobik Kapasite,Mental İşyükü,Nöral Yetkinlik, Article Type: Originalartikel,

  • International

    Correlation Analysis Between Vital Signs Of Patients In Intensive Care Unit

    Authors: Olcay Fırat Fuat, GÖKSEL DURU DİLEK, Type: Volltextpapier, Event Name: 2024 32nd Signal Processing and Communications Applications Conference (SIU), Event Start Date: 15/05/2024, Number of Authors: 2, Language: Türkisch, Publication State: Published, Published Date: 23/07/2024, Special Issue: Not Exists, Page: 1-4, Doi: 10.1109/SIU61531.2024.10601026, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/10601026/ , Country: TURKEY, City: Mersin, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>İşaret İşleme>Makine Öğrenmesi>Yapay Zeka>Deep learning,time series ,correlation ,invasive vital signs,

    DEVELOPMENT OF A PREDICTIVE METHODOLOGY FOR CT-VALUE PREDICTION IN SARS-COV-2 DIAGNOSTICS USING MACHINE LEARNING AND INTEGRATED RT-LAMP AND LFA TECHNOLOGIES

    Authors: Argın İrem, GÖKSEL DURU DİLEK, Type: Zusammenfassender Bericht, Event Name: 9th INTERNATIONAL CONFERENCE ON COVID-19 STUDIES, Event Start Date: 14/02/2024, Event End Date: 15/02/2024, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 26/02/2024, Special Issue: Not Exists, Access Type: Printversion+Elektronisch, Article Link: https://www.covid19conference.org/conferencebooks , Country: TURKEY, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Makine Öğrenmesi>Biyoenformatik,

    Classification of brain tumors using MRI images based on convolutional neural network and supervised machine learning algorithms

    Authors: Ali Rawaa, Al-Jumaili Saif, DURU ADİL DENİZ, UÇAN OSMAN NURİ, BOYACI AYTUĞ, GÖKSEL DURU DİLEK, Type: Volltextpapier, Event Name: International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Event Start Date: 20/10/2022, Number of Authors: 6, Language: Englisch, Publication State: Published, Published Date: 10/11/2022, Special Issue: Not Exists, Doi: 10.1109/ISMSIT56059.2022.9932690, ISSN: 2770-7962, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/9932690 , Country: TURKEY, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Yapay Zeka>Görüntü İşleme>deep learning ,brain tumors,Machine Learning ,Brain Tumors Classification ,

    MR-MS Image Classification based on Convolutional Neural Networks

    Authors: GÖKSEL DURU DİLEK, DURU ADİL DENİZ, Type: Volltextpapier, Event Name: 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT), Event Start Date: 24/04/2019, Event End Date: 26/04/2019, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 10/09/2019, Special Issue: Not Exists, Page: 1-4, Doi: 10.1109/EBBT.2019.8741752, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/abstract/document/8741752 , Country: TURKEY, City: İstanbul, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Yapay Öğrenme>Nörobilim>Derin Öğrenme,

    Pulse controlled driver safety awareness system: A pilot study

    Authors: Çeliker Denizhan, Erçelik Can, GÖKSEL DURU DİLEK, Type: Volltextpapier, Event Name: 2018 Electric Electronics, Computer Science, Biomedical Engineerings’ Meeting (EBBT), Event Start Date: 18/04/2018, Event End Date: 19/04/2018, Number of Authors: 3, Language: Englisch, Publication State: Published, Published Date: 01/06/2018, Special Issue: Not Exists, Page: 1-4, Doi: 10.1109/EBBT.2018.8391435, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/8391435/ , Sponsor: IEEE EMB, Country: TURKEY, City: Istanbul, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Biyomedikal Bilimler ve Teknolojiler>İşaret İşleme>ppg, wrist-type photoplethysmographic heart rate ambulatory monitoring device, spectral peak extraction,abnormal heart rhythm,spectral peak tracking, wrist-type monitor,signal decomposition,wearable devices,

    Source Concordance Analysis of Simultaneously Recorded Steady State Visual Evoked Potentials and fMRI

    Authors: DURU ADİL DENİZ, BAYRAKTAROĞLU ZÜBEYİR, Kurt Elif, Ulaşoğlu Çiğdem, GÖKSEL DURU DİLEK, ADEMOĞLU AHMET, DEMİRALP TAMER, Type: Volltextpapier, Event Name: The 20th Annual Meeting of the Organization for Human Brain Mapping, OHBM' 14, Event Start Date: 08/06/2014, Event End Date: 12/06/2014, Number of Authors: 7, Language: Englisch, Publication State: Published, Published Date: 26/04/2025, Special Issue: Not Exists, Access Type: Elektronisch, Country: GERMANY, Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomühendislik,

    Assessment of surgeons stress level and alertness using EEG during laparoscopic simple nephrectomy

    Authors: GÖKSEL DURU DİLEK, DURU ADİL DENİZ, EROL BARKANA DUYGUN, ŞANLI MEHMET ÖNER, ÖZKAN MEHMED, Type: Volltextpapier, Event Name: 6. International IEEE EMBS Conference on Neural Engineering, Event Start Date: 06/11/2013, Event End Date: 08/11/2013, Number of Authors: 5, Language: Englisch, Publication State: Published, Published Date: 06/11/2013, Volume: 2013, Special Issue: Not Exists, Doi: 10.1109/NER.2013.6695969, Access Type: Printversion+Elektronisch, Article Link: http://dx.doi.org/10.1109/ner.2013.6695969 , Country: UNITED STATES OF AMERICA, Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomühendislik,

    Self Organizing Maps for Brain Tractography in MRI

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Type: Volltextpapier, Event Name: 6th International IEEE EMBS Conference on Neural Engineering, Event Start Date: 06/11/2013, Event End Date: 08/11/2013, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 02/01/2014, Volume: 2013, Special Issue: Not Exists, Doi: 10.1109/NER.2013.6696232, ISSN: 1948-3554, Access Type: Printversion, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Makine Öğrenmesi>Görüntü İşleme>Nörobilim,

    Development and Evaluation of an Interface for Pre Operative Planning of Cryoablation of a Kidney Tumor

    Authors: D Erol Barkana, Dilek Göksel Duru, Adil Deniz Duru, A Acik, Mehmed Özkan, Type: Volltextpapier, Event Name: 3rd Joint Workshop on New Technologies for Computer/Robot Assisted Surgery (CRAS), Event Start Date: 11/09/2013, Event End Date: 13/09/2013, Number of Authors: 5, Language: Englisch, Publication State: Published, Published Date: 26/04/2025, Volume: 2013, Special Issue: Not Exists, Access Type: Printversion, Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomühendislik,

    Development of a Surgical Interface for Cryoablation of Kidney Tumors

    Authors: D Erol Barkana, Mehmed Ozkan, Fethi Calisir, Dilek GokselDuru and Adil Deniz Duru, Type: Volltextpapier, Event Name: IWBBIO 2013 International Work-Conference on Bioinformatics and Biomedical Engineering, Event Start Date: 18/03/2013, Event End Date: 20/03/2013, Number of Authors: 4, Language: Englisch, Publication State: Published, Published Date: 26/04/2025, Volume: 2013, Special Issue: Not Exists, Access Type: Printversion, Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomühendislik,

    Fiber Tracking Based on Unsupervised Learning

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Type: Volltextpapier, Event Name: Proceedings of the 4th International IEEE EMBS Conference on Neural Engineering, Event Start Date: 29/04/2009, Event End Date: 02/05/2009, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 23/06/2009, Volume: 2009, Special Issue: Not Exists, Page: 315-318, Doi: 10.1109/NER.2009.5109359, Access Type: Printversion, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Nörobilim>Makine Öğrenmesi,

    Self Organizing Feature Maps for the Fiber Tracking in Diffusion Tensor MR Images

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Type: Volltextpapier, Event Name: The 4th Institution of Engineering and Technology International Conference on Advances in Medical, Signal and Information Processing MEDSIP 2008, Event Start Date: 14/07/2008, Event End Date: 16/07/2008, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 29/08/2008, Volume: 2008, Special Issue: Not Exists, Doi: 10.1049/cp:20080466, Access Type: Printversion, Country: ITALY, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Makine Öğrenmesi>Nörobilim,

    SOM Based Diffusion Tensor MR Analysis

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Type: Volltextpapier, Event Name: 5th International Symposium on Image and Signal Processing and Analysis ISPA 2007, Event Start Date: 27/09/2007, Event End Date: 29/09/2007, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 19/11/2007, Volume: 2007, Special Issue: Not Exists, Page: 403-406, Doi: 10.1109/ISPA.2007.4383727, ISSN: 1845-5921, Access Type: Printversion, Country: TURKEY, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Makine Öğrenmesi>Görüntü İşleme>Yapay Zeka>Nörobilim,

    Fiber Tracking A Recursive Stack Algorithmic Approach

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Type: Volltextpapier, Event Name: 29th International Conference of the IEEE Engineering in Medicine and Biology Society in conjunction with the Biennial Conference of the French Society of Biological and Medical Engineering (SFGBM), Event Start Date: 22/08/2007, Event End Date: 26/08/2007, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 22/10/2007, Volume: 2007, Special Issue: Not Exists, Page: 315-318, Doi: 10.1109/IEMBS.2007.4352287, Access Type: Printversion, Country: FRANCE, City: Lyon, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Makine Öğrenmesi>Nörobilim>Yapay zeka,

    Simulated Dataset for Verification and Validation of DT-MRI Analyzing Tools

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Type: Zusammenfassender Bericht, Event Name: International Workshop on Image Analysis in the Life Sciences Theory and Applications, Event Start Date: 28/02/2007, Event End Date: 02/03/2007, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 28/02/2007, Special Issue: Not Exists, Access Type: Printversion, Country: AUSTRIA, City: Linz, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Makine Öğrenmesi>Görüntü İşleme>Nörobilim,

    Simulated Dataset for Verification Validation of DT MRI Analyzing Tools

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Type: Volltextpapier, Event Name: Proceedings of 28th IEEE EMBS Annual International Conference, Event Start Date: 30/08/2006, Event End Date: 03/09/2006, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 15/12/2006, Volume: 2006, Special Issue: Not Exists, Page: 1924-1927, Doi: 10.1109/IEMBS.2006.259960, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/4462156 , Country: UNITED STATES OF AMERICA, City: New York, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Makine Öğrenmesi>Yapay Zeka,

    Towards rapid screening of tagged MR images of the heart

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, ÖZTÜRK CENGİZHAN, Type: Volltextpapier, Event Name: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Event Start Date: 25/10/2001, Event End Date: 28/10/2001, Number of Authors: 3, Language: Englisch, Publication State: Published, Published Date: 07/11/2002, Volume: 23, Special Issue: Not Exists, Doi: 10.1109/IEMBS.2001.1018875, ISSN: 1094-687X, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/1018875 , Country: UNITED STATES OF AMERICA, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>tagged MRI, HARP, cardiac motion,

    National

    Comparison of machine learning techniques on MS lesion segmentation

    Authors: Doğan Ahsen Feyza, GÖKSEL DURU DİLEK, Type: Volltextpapier, Event Name: 2019 Medical Technologies Congress (TIPTEKNO), Event Start Date: 03/10/2019, Event End Date: 05/10/2019, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 10/11/2019, Special Issue: Not Exists, Page: 1-4, Doi: 10.1109/TIPTEKNO.2019.8895202, ISSN: 2687-7783, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/abstract/document/8895202 , Country: TURKEY, City: Aydın, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Yapay Öğrenme>Nörobilim>Makine Öğrenme,

    Dynamic time warping based connectivity classification of event-related potentials

    Authors: Al-rubaye Kadhum Kareem, BAYAT OĞUZ, UÇAN OSMAN NURİ, GÖKSEL DURU DİLEK, DURU ADİL DENİZ, Type: Volltextpapier, Event Name: Medical Technologies National Conference (TIPTEKNO), Event Start Date: 03/10/2019, Event End Date: 05/10/2019, Number of Authors: 5, Language: Englisch, Publication State: Published, Published Date: 30/01/2020, Special Issue: Not Exists, Doi: 10.1109/TIPTEKNO47231.2019.8972041, ISSN: 2687-7783, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/8972041 , Country: TURKEY, City: İzmir, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Veri Madenciliği>Nörobilim>Biyomedikal Bilimler ve Teknolojiler,

    Classification of Event Related Potential Patterns using Deep Learning

    Authors: GÖKSEL DURU DİLEK, DURU ADİL DENİZ, Type: Volltextpapier, Event Name: 2018 Medical Technologies National Congress (TIPTEKNO), Event Start Date: 08/11/2018, Event End Date: 10/11/2018, Number of Authors: 2, Language: Türkisch, Publication State: Published, Published Date: 03/01/2019, Special Issue: Not Exists, Doi: 10.1109/TIPTEKNO.2018.8597016, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/8597016/ , Country: TRNC, City: Magusa, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Makine Öğrenmesi>İşaret İşleme>Nörobilim,

    Neuroconnectivity analysis under mental workload and resting state conditions

    Authors: DURU ADİL DENİZ, balcıoğlu taylan hayri, güney selen, GÖKSEL DURU DİLEK, Type: Volltextpapier, Event Name: 2017 Medical Technologies National Congress (TIPTEKNO), Event Start Date: 12/10/2017, Event End Date: 14/10/2017, Number of Authors: 4, Language: Türkisch, Publication State: Published, Published Date: 12/10/2017, Special Issue: Not Exists, Doi: 10.1109/TIPTEKNO.2017.8238080, Access Type: Elektronisch, Article Link: http://ieeexplore.ieee.org/document/8238080/ , Country: TURKEY, City: Trabzon, Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomedikal Mühendisliği,

    Relationship between Mental Workload and Photoplethysmography in the Effect of Physical Performance

    Authors: IŞIKÇI KOCA ELİF, GÖKSEL DURU DİLEK, Type: Volltextpapier, Event Name: 2017 MEDICAL TECHNOLOGIES NATIONAL CONGRESS (TIPTEKNO), Event Start Date: 12/10/2017, Event End Date: 14/10/2017, Number of Authors: 2, Language: Türkisch, Publication State: Published, Published Date: 14/10/2017, Special Issue: Not Exists, Doi: 10.1109/TIPTEKNO.2017.8238094, Access Type: Elektronisch, Article Link: http://apps.webofknowledge.com/full_record.do?product=WOSsearch_mode=GeneralSearchqid=2SID=C2K84OyfnIGAQdHGQ49page=1doc=1cacheurlFromRightClick=no , Sponsor: IEEE Turkey Sect, Country: TURKEY, City: Trabzon, Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomedikal Mühendisliği,

    Comparative Multiple Sclerosis Lesion Segmentation in Magnetic Resonance Images

    Authors: IŞIKÇI KOCA ELİF, GÖKSEL DURU DİLEK, Isoglu Selin, Type: Volltextpapier, Event Name: 2017 ELECTRIC ELECTRONICS, COMPUTER SCIENCE, BIOMEDICAL ENGINEERINGS’xx MEETING (EBBT), Event Start Date: 20/04/2017, Event End Date: 21/04/2017, Number of Authors: 3, Language: Englisch, Publication State: Published, Published Date: 21/04/2017, Special Issue: Not Exists, Doi: 10.1109/EBBT.2017.7956784, Access Type: Elektronisch, Article Link: http://apps.webofknowledge.com/full_record.do?product=WOSsearch_mode=GeneralSearchqid=2SID=C2K84OyfnIGAQdHGQ49page=1doc=2cacheurlFromRightClick=no , Sponsor: IEEE Turkey Sect IEEE EMB IEEE, Country: TURKEY, City: Istanbul, Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomedikal Mühendisliği,

    Design and implementation of brain computer interface based on wireless EEG measurements: A pilot study

    Authors: Ilgın Sena, GÖKSEL DURU DİLEK, Type: Volltextpapier, Event Name: 2015 Medical Technologies National Conference (TIPTEKNO), Event Start Date: 15/10/2015, Event End Date: 18/10/2015, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 15/11/2015, Special Issue: Not Exists, Page: 1-4, Doi: 10.1109/TIPTEKNO.2015.7374582, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/abstract/document/7374582 , Country: TURKEY, City: Muğla, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Biyoelektronik>İşaret İşleme>Biyoenformatik,

    Investigation of anatomical connectivity of thalamic stroke patients using tract based spatial statistics

    Authors: GÖKSEL DURU DİLEK, Yumerhodzha Sami, DURU ADİL DENİZ, SENCER NEBİYE SERRA, BEBEK NERSES, Type: Volltextpapier, Event Name: 2015 Medical Technologies National Conference (TIPTEKNO), Event Start Date: 15/10/2015, Event End Date: 18/10/2015, Number of Authors: 5, Language: Türkisch, Publication State: Published, Published Date: 07/03/2016, Special Issue: Not Exists, Doi: 10.1109/TIPTEKNO.2015.7374617, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/7374617 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Nörobilim>Makine Öğrenmesi,

    Extraction of multiple sclerosis lesions in MR images based on active contours

    Authors: IŞIKÇI KOCA ELİF, GÖKSEL DURU DİLEK, Type: Volltextpapier, Event Name: Medical Technologies National Conference (TIPTEKNO), Event Start Date: 15/10/2015, Event End Date: 18/10/2015, Number of Authors: 2, Language: Türkisch, Publication State: Published, Published Date: 07/01/2016, Special Issue: Not Exists, Doi: 10.1109/TIPTEKNO.2015.7374567, Access Type: Elektronisch, Article Link: https://ieeexplore.ieee.org/document/7374567 , Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Makine Öğrenmesi>Görüntü İşleme>Nörobilim,

  • (2024 - 2025) Demansın Kortikal Kalınlık Üzerinden Sınıflandırılması

    Project State: Vollständig, Type of Project: Position in the Project: Betreuer,

    (2024) EAR (Eye Aspect Ratio) Grafikleri ve CNN Modeli ile Gerçek Zamanlı Uykulu Sürüş Tespiti

    Project State: in Bearbeitung, Type of Project: Position in the Project: Betreuer,

    (2024) Elektrofizyolojik Veriler Kullanılarak Havacılık Uygulamalarında Derin Sinir Ağları ile Pilotların Bilişsel Durumlarının Sınıflandırılması

    Project State: in Bearbeitung, Type of Project: Position in the Project: Betreuer,

    (2024) ROS ile Otonom Cerrahi Robot Kolda Rota Planlamasının Yapılması

    Project State: in Bearbeitung, Type of Project: Position in the Project: Betreuer,

    (2023 - 2024) Çarpışma Önleme Denetleyicisi Geliştirilmesi ve Optimizasyonu

    Project State: Vollständig, Type of Project: Position in the Project: Betreuer,

    (2023 - 2024) MR İmgelerinde Derin Öğrenme Tabanlı Çocukluk Çağı Travmaları Biyobelirteçleri Kestirimi ve Ön Tanısı

    Project State: Vollständig, Type of Project: Position in the Project: Betreuer,

    (2023 - 2023) EEG Sinyalleri ile Güneş Pilli Araba Kontrolü

    Project State: Vollständig, Type of Project: Position in the Project: Betreuer,

    (2021 - 2022) COVID-19 Tespitinde Evrişimsel Sinir Ağı Tabanlı Hızlı Tanı Yaklaşımı

    Project State: Vollständig, Type of Project: Position in the Project: Betreuer,

    (2021 - 2022) Farklı Ölçüm Modaliteleri ile Yalan İfade Tespitine Yeni Bir Bakış

    Project State: Vollständig, Type of Project: Position in the Project: Betreuer,

    (2021 - 2022) Covid-19 Tespitinde Evrişimsel Sinir Ağı Tabanlı Hızlı Tanı Yaklaşım

    Project State: Vollständig, Type of Project: Position in the Project: Betreuer,

    (2022 - 2024) TAÜ Dijital Dönüşüm Mükemmeliyet Merkezi

    Project State: Vollständig, Project Budget: 3.500000, Currency: Turkish Lira, Type of Project: Position in the Project: Forscher,

    (2018 - 2020) İstanbul Kalkınma Ajansı (İSTKA) - TOHUM ALGORİTMA Sağlık Sektörüne Yönelik Yazılım ve Yapay Zeka Araştırma Geliştirme Merkezi

    Project State: Vollständig, Project Budget: 2.359.152,93, Currency: Turkish Lira, Type of Project: Position in the Project: Forscher, Academic Titles: Wissenschaftliche (r) Mitarbeiter (in), Institution: 0,

    (2022 - 2025) CLAREPA: Taşınabilir Uygulamalarda Dinlenim Durumu Ağlarının Hibrit EEG-FNIRS Kayıtları Üzerinden Sınıflandırılması

    Project State: Vollständig, Type of Project: Position in the Project: Projektleiter,

    (2013 - 2014) ISUR Intelligent SUrgical Robotics

    Project State: Vollständig, Project Budget: 4000000, Currency: Euro, Type of Project: Position in the Project: Forscher, Academic Titles: Lehrbeauftragte (r), Institution: 0,

    Beyin Sinir Yolakları ve Perfüze Doku Füzyonu ile Stereotaktik Cerrahi

    Project State: Vollständig, Project Budget: 36000, Currency: Turkish Lira, Type of Project: Position in the Project: Forscher,

  • (2010) New Advances in Machine Learning

    Authors: GÖKSEL DURU DİLEK, Chapter Name: A Hebbian Learning Approach for DiffusionTensor Analysis and Tractography, Type: wissenschaftliches Buch, Number of Authors: 1, Editor: Vedran Kordic, Language: Englisch, Contribution Level: Kapitel, Publisher: InTech Press, Page: 345-356, ISBN: 978-953-307-034-6, Access Type: Printversion+Elektronisch, Subject Matter Knowledge: Mühendislik Temel Alanı->Biyomühendislik,

    (2008) Encyclopedia of Healthcare Information Systems, Information Science Reference

    Authors: GÖKSEL DURU DİLEK, ÖZKAN MEHMED, Chapter Name: Generating Simulated DT-MRI Dataset, Type: wissenschaftliches Buch, Number of Authors: 2, Editor: , Language: Englisch, Contribution Level: Kapitel, Publisher: IGI Global, Page: 623-630, ISBN: 978-1-59904-889-5, Access Type: Printversion+Elektronisch, Access Link: https://www.igi-global.com/chapter/encyclopedia-healthcare-information-systems/12993, , Country: UNITED STATES OF AMERICA, Subject Matter Knowledge: Mühendislik Temel Alanı>Biyomedikal Mühendisliği>Görüntü İşleme>Makine Öğrenmesi,

  • (2013) Onur Ödülü

    Establishment: Boğaziçi Üniversitesi Biyomedikal Mühendisliği Enstitüsü Onur Ödülü, Institution: BOĞAZİÇİ ÜNİVERSİTESİ, Country: TURKEY,

    (2003) Mühendislik Bilimsel Çalışma Derecelendirmesi

    Activity Detail: Alanında yurtdışı kurum veya kuruluşlardan alınan ödül, Academic Titles: Lehrbeauftragte (r), Academic Unit: İSTANBUL AREL ÜNİVERSİTESİ/MÜHENDİSLİK-MİMARLIK FAKÜLTESİ/BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ/, Establishment: Czech Technical University in Prague, Country: CZECH REPUBLIC,

    (2002) Whitaker Foundation

    Establishment: IEEE, Country: UNITED STATES OF AMERICA,

Administrative Duties

2024 30/12/9999

Dekan Yardımcısı

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2023 30/12/9999

Kalite Komisyon Üyeliği

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2023 30/12/9999

Kalite Kurulu Üyeliği

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2023 30/12/9999

Anabilim Dalı Başkanı

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2022 30/12/9999

Yönetim Kurulu Üyeliği

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2021 30/12/9999

Enstitü Müdür Yardımcısı

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2021 2021

Dekan Yardımcısı

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2021 30/12/9999

Enstitü Yönetim Kurulu üyeliği

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2021 2022

Erasmus Koordinatörü

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE
2016 2018

Arş. Uyg. Merkezi Müdürü

KULUÇKA VE GİRİŞİMCİLİK UYGULAMA VE ARAŞTIRMA MERKEZİ
İSTANBUL AREL ÜNİVERSİTESİ, TÜRKİYE
2015 2020

Fakülte Kurulu Üyeliği

MÜHENDİSLİK-MİMARLIK FAKÜLTESİ
İSTANBUL AREL ÜNİVERSİTESİ, TÜRKİYE
2015 2020

Dekan Yardımcısı

MÜHENDİSLİK-MİMARLIK FAKÜLTESİ
İSTANBUL AREL ÜNİVERSİTESİ, TÜRKİYE
2014 2017

Bölüm Başkan Yardımcısı

MÜHENDİSLİK-MİMARLIK FAKÜLTESİ
İSTANBUL AREL ÜNİVERSİTESİ, TÜRKİYE

Work Experience

2012 2014

Araştırmacı

ISUR Robotik Cerrahi Projesi
2011 2013

Bilimsel Dergi Makalesi Yazarı

NTVBilim Dergisi
2000 2013

Araştırma Görevlisi

Boğaziçi Üniversitesi
1997 1998

Yarı zamanlı öğrenci asistanlığı

İstanbul Teknik Üniversitesi

Contact

Contact details

E-Mail: dilek.goksel@tau.edu.tr


Office Phone Number: : +902163333339