Asst. Prof.

AYŞE BETÜL OKTAY


Faculty of Engineering and Natural Sciences

Computer Engineering

Computer Science

Education Information

2015 - 2016

2015 - 2016

Post Doctorate

State University Of New York College At Buffalo, Department Of Computer Science And Engineering, United States Of America

2007 - 2011

2007 - 2011

Doctorate

Gebze Yüksek Teknoloji Enstitüsü, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Turkey

2004 - 2006

2004 - 2006

Post Graduate

Fatih Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Turkey

2002 - 2004

2002 - 2004

Undergraduate Minor

Fatih Üniversitesi, İktisadi Ve İdari Bilimler Fakültesi, İşletme, Turkey

2000 - 2004

2000 - 2004

Under Graduate

Fatih Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği, Turkey

Dissertations

2011

2011

Doctorate

Machine Learning Based Object Localization And Contour Extraction In Medical Images With Prior Information

Gebze Yüksek Teknoloji Enstitüsü, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği

2006

2006

Post Graduate

Air pollution forecasting using data mining

Fatih Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği

Foreign Languages

C1 Advanced

C1 Advanced

English

Research Areas

Computer Sciences, Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning, Pattern Recognition and Image Processing, Neural Networks, Engineering and Technology

Academic Titles / Tasks

2011 - Continues

2011 - Continues

Assistant Professor

Istanbul Medeniyet University, Bilgisayar Mühendisliği

2008 - 2011

2008 - 2011

Research Assistant

Gebze Yüksek Teknoloji Enstitüsü, Mühendislik Fakültesi, Bilgisayar Mühendisliği

Managerial Experience

2012 - 2015

2012 - 2015

Head of Department

İstanbul Medeniyet Üniversitesi, Bilgisayar Mühendisliği

Courses

Under Graduate

Under Graduate

Digital Image Processing

Under Graduate

Under Graduate

Örüntü Tanıma

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

2020

2020

Differential diagnosis of Parkinson and essential tremor with convolutional LSTM networks

OKTAY A. B. , Kocer A.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, vol.56, 2020 (Journal Indexed in SCI) identifier identifier

2018

2018

Human identification with dental panoramic radiographic images

OKTAY A. B.

IET BIOMETRICS, vol.7, no.4, pp.349-355, 2018 (Journal Indexed in SCI) identifier identifier

2016

2016

Nintendo Wii assessment of Hoehn and Yahr score with Parkinson's disease tremor

Kocer A. , OKTAY A. B.

TECHNOLOGY AND HEALTH CARE, vol.24, no.2, pp.185-191, 2016 (Journal Indexed in SCI) Creative Commons License identifier identifier identifier

2014

2014

Computer aided diagnosis of degenerative intervertebral disc diseases from lumbar MR images

OKTAY A. B. , Albayrak N. B. , Akgul Y. S.

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, vol.38, no.7, pp.613-619, 2014 (Journal Indexed in SCI) identifier identifier identifier

2013

2013

Extraction of left ventricle borders with local and global priors from echocardiograms

OKTAY A. B. , Akgul Y. S.

MACHINE VISION AND APPLICATIONS, vol.24, no.7, pp.1393-1403, 2013 (Journal Indexed in SCI) identifier identifier

2013

2013

Simultaneous Localization of Lumbar Vertebrae and Intervertebral Discs With SVM-Based MRF

OKTAY A. B. , Akgul Y. S.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, vol.60, no.9, pp.2375-2383, 2013 (Journal Indexed in SCI) identifier identifier identifier

2011

2011

A Modular Framework for Shape- and Image-prior-based Anatomical Structure Contour Extraction

Oktay A. B. , Akgul Y. S.

JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, vol.31, no.6, pp.413-420, 2011 (Journal Indexed in SCI) identifier identifier

2010

2010

Forecasting air pollutant indicator levels with geographic models 3 days in advance using neural networks

Kurt A. B. , Oktay A. B.

EXPERT SYSTEMS WITH APPLICATIONS, vol.37, no.12, pp.7986-7992, 2010 (Journal Indexed in SCI) identifier identifier

2008

2008

An online air pollution forecasting system using neural networks

Kurt A., Gulbagci B. , Karaca F., Alagha O.

ENVIRONMENT INTERNATIONAL, vol.34, no.5, pp.592-598, 2008 (Journal Indexed in SCI) identifier identifier identifier

Articles Published in Other Journals

2018

2018

Tooth Localization with Coarse-to-Fine Auto-Encoders

OKTAY A. B.

BİLİŞİM TEKNOLOJİLERİ DERGİSİ, vol.11, no.1, pp.29-34, 2018 (International Refereed University Journal)

2007

2007

Architectural, Technological and Performance Issues in Enterprise Applications

Oktay M., OKTAY A. B. , Sarıöz M.

International Journal Of Computer And Information Science and Engineering, vol.1, no.2, pp.114-119, 2007 (International Refereed University Journal)

Refereed Congress / Symposium Publications in Proceedings

2020

2020

Diagnosis of COVID-19 with a Deep Learning Approach on Chest CT Slices

Yener F. M. , Oktay A. B.

2020 Medical Technologies Congress, TIPTEKNO 2020, Antalya, Turkey, 19 - 20 November 2020 Creative Commons License identifier

2020

2020

Tooth Restoration and Dental Work Detection on Panoramic Dental Images via CNN

Gurses A., Oktay A. B.

2020 Medical Technologies Congress, TIPTEKNO 2020, Antalya, Turkey, 19 - 20 November 2020 identifier

2020

2020

Human identification with panoramic dental images using mask R-CNN and SURF

Gurses A., Oktay A. B.

5th International Conference on Computer Science and Engineering, UBMK 2020, Diyarbakır, Turkey, 9 - 10 September 2020, pp.232-237 identifier

2018

2018

Forecasting CO2 Emission with Machine Learning Methods

GARİP E. , OKTAY A. B.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018 identifier

2018

2018

Air Pollution Forecasting with Random Forest Time Series Analysis

Altincop H., OKTAY A. B.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018 identifier

2018

2018

Nanoparticle Detection from TEM Images with Deep Learning

Guven G., OKTAY A. B.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

2017

2017

Prostate localization from abdominal ultrasound images by using a two-level approach

Albayrak N. B. , OKTAY A. B. , Akgül Y. S.

Signal Processing and Communications Applications Conference, Antalya, Turkey, 15 May 2017, pp.1-4 Creative Commons License

2017

2017

Tooth Detection with Convolutional Neural Networks

OKTAY A. B.

Medical Technologies National Congress (TIPTEKNO), Trabzon, Turkey, 12 - 14 October 2017 identifier

2016

2016

Diagnosis of degenerative intervertebral disc disease with deep networks and SVM

Oktay A. B. , Akgul Y. S.

31st International Symposium on Computer and Information Sciences, ISCIS 2016, Krakow, Poland, 27 - 28 October 2016, vol.659, pp.253-261 identifier identifier

2015

2015

Automatic Tooth Identification in Dental Panoramic Images with Atlas-based Models

Guzel S., OKTAY A. B. , Tufan K.

International Conference on Pattern Recognition Applications and Methods (ICPRAM 2015), Lizbon, Portugal, 09 January 2015, pp.136-141 Creative Commons License

2015

2015

PROSTATE DETECTION FROM ABDOMINAL ULTRASOUND IMAGES: A PART BASED APPROACH

Albayrak N. B. , OKTAY A. B. , Akgul Y. S.

IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, 27 - 30 September 2015, pp.1955-1959 Creative Commons License identifier identifier

2014

2014

Machine Learning Based Assessment of Resting Tremor for Evaluating Parkinson’s Disease

OKTAY A. B. , Okay M., Koçer A.

International Conference on Applied Informatics for Health and Life Sciences, İzmir, Turkey, 19 October 2014, vol.1, pp.123-126

2014

2014

GEM İMGELERİNDEKİ Fe3O4 NANO PARÇACIKLARIN BÖLÜTLENMESİ

VURAL U., OKTAY A. B.

IEEE 22. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Trabzon, Turkey, 23 April 2014, pp.1-4

2014

2014

SEGMENTATION OF Fe3O4 NANO PARTICLES IN TEM IMAGES

VURAL U., OKTAY A. B.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.1849-1852 identifier

2013

2013

Lomber MR Görüntülerden Desikasyon Tespiti

OKTAY A. B. , Albayrak N. B. , Akgül Y. S.

21. Sinyal İşleme ve Uygulamaları Kurultayı, Gazimagusa, Cyprus (Kktc), 01 April 2013, pp.1-4

2013

2013

Desiccation Detection from Lumbar MR Images

OKTAY A. B. , Albayrak N. B. , AKGÜL Y. S.

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier

2012

2012

Localization of intervertebral lumbar discs

Albayrak N., OKTAY A. B. , Akgül Y. S.

IEEE 20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Turkey, 01 April 2012, pp.1-4

2011

2011

Localization of the Lumber Discs using Machine Learning and Exact Probabilistic Inference

OKTAY A. B. , Akgül Y. S.

14th International Conference of Medical Image Computing and Computer Assisted Intervention- MICCAI 2011, Canada, 01 September 2011, pp.158-165

2011

2011

Localization of the Lumbar Discs Using Machine Learning and Exact Probabilistic Inference

Oktay A. B. , Akgul Y. S.

14th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2011), Toronto, Canada, 18 - 22 September 2011, vol.6893, pp.158-165 Creative Commons License identifier identifier identifier

2010

2010

Locating Cardiac Walls with Adaboost and Level Sets

OKTAY A. B. , Akgül Y. S.

IEEE 18. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Diyarbakır, Turkey, 01 April 2010, pp.503-506

2009

2009

Echocardiography contour extraction with local and global priors through boosting and level sets

Oktay A. B. , Akgül Y. S.

2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009, Miami, FL, United States Of America, 20 - 25 June 2009, pp.46-51 identifier

2009

2009

Arificial Neural Networks based modelling of CO: Effects of spatial parameters

Kurt A., OKTAY A. B. , Karaca F., Alagha O.

Information Technologies in Environmental Engineering, Greece, 01 May 2009, vol.1, pp.345-356

2009

2009

Echocardiographic Contour Extraction with Local and Global Priors through Boosting and Level Sets

Oktay A. B. , Akgul Y. S.

IEEE-Computer-Society Conference on Computer Vision and Pattern Recognition Workshops, Florida, United States Of America, 20 - 25 June 2009, pp.109-114 identifier

2008

2008

Airpol: Web Tabanli Hava Kirliliği Tahmin Sistemi

OKTAY A. B. , Karaca F., Kurt A., Alagha O.

Atmos 2008, Konya, Turkey, 01 May 2008, pp.303-308

2008

2008

Kent Hava Kalitesinde Modelleme Yaklaşımı

Karaca F., OKTAY A. B. , Kurt A., Alagha O., Anıl İ., Uygur N., et al.

Ulusal Hava Kalitesi Sempozyumu, Konya, Turkey, 01 May 2008, pp.1-5

2008

2008

Prior Information Based Segmentation: A 3D Level Set Surface Matching Approach

Oktay A. B. , Akgul Y. S.

23rd International Symposium on Computer and Information Sciences (ISCIS), İstanbul, Turkey, 27 - 29 October 2008, pp.419-424 identifier identifier

2008

2008

A novel level set based echocardiographic contour extraction method with prior knowledge

Oktay A. B. , Akgul Y. S.

2008 19th British Machine Vision Conference, BMVC 2008, Leeds, United Kingdom, 1 - 04 September 2008 identifier

2007

2007

Ev güvenlik ve takip sistemi uygulaması

Oktay M., OKTAY A. B. , Gürel A. V.

“Ulusal Teknik Eğitim, Mühendislik ve Eğitim Bilimleri Sempozyumu (UMES), Kocaeli, Turkey, 01 June 2007

Books & Book Chapters

2016

2016

Diagnosis of Degenerative Intervertebral Disc Disease with Deep Networks and SVM

OKTAY A. B. , Akgül Y. S.

in: Communications in Computer and Information Science, Czachórski T., Gelenbe E., Grochla K., Lent R., Editor, Springer-Verlag , X, pp.253-261, 2016

Supported Projects

2017 - 2017

2017 - 2017

Konvolüsyonel Yapay Sinir Ağları ile Diş Tespiti

Project Supported by Higher Education Institutions

OKTAY A. B. (Executive)

2014 - 2015

2014 - 2015

GEM İMGELERİNDEKİ Fe3O4 NANO PARÇACIKLARIN BÖLÜTLENMESİ

Project Supported by Higher Education Institutions

VURAL U.(Executive), OKTAY A. B.

Scientific Refereeing

April 2015

April 2015

MICCAI

Other Indexed Journal

January 2014

January 2014

Chemosphere

SCI Journal

January 2014

January 2014

Computerized Medical Imaging and Graphics

SCI Journal

January 2013

January 2013

Journal of Medical and Biological Engineering

SCI Journal

January 2012

January 2012

International Research Journal of Engineering Science, Technology and Innovation

Other Indexed Journal

January 2011

January 2011

Machine Vision and Applications

SCI Journal

January 2011

January 2011

Turkish Journal of Electrical Engineering and Computer Sciences

SCI Journal

January 2008

January 2008

Mathematical Methods in Biomedical Image Analysis (MMBIA) 2008

Other journals



Scholarships

2015 - Continues

2015 - Continues

Akademik Araştırma Bursu

Other Government Agencies

Citations

Total Citations (WOS): 264

h-index (WOS): 6