Education Information
2006 - 2011
2006 - 2011Doctorate
Istanbul University, Müh. Fak., Bilgisayar Müh., Turkey
2003 - 2006
2003 - 2006Postgraduate
Istanbul University, Müh. Fak., Bilgisayar Müh., Turkey
1999 - 2003
1999 - 2003Undergraduate
Istanbul University, Müh. Fak., Bilgisayar Müh., Turkey
Dissertations
2011
2011Doctorate
Görüntü İşleme Teknikleri Kullanılarak, 2-Boyutlu Mamografik Verilerde Kanserli Bölge Tanısı 
İstanbul Üniversitesi, Müh. Fak., Bilgisayar Müh.
2006
2006Postgraduate
Bilgisayar Destekli El Yazısı Karakterlerini Tanıma Sistemi Tasarımı
İstanbul Üniversitesi, Müh. Fak., Bilgisayar Müh.
Foreign Languages
C2 Mastery
C2 MasteryEnglish
Certificates, Courses and Trainings
2003
2003Java Programlama Dili
IT
C Derneği
Research Areas
Computer Sciences
Artificial Intelligence, Computer Learning and Pattern Recognition
Pattern Recognition and Image Processing
Engineering and Technology
Academic Titles / Tasks
2018 - Continues
2018 - ContinuesAssistant Professor
İstanbul University-Cerrahpaşa, Faculty of Engineering, Department of Computer Engineering
2015 - 2018
2015 - 2018Assistant Professor
Istanbul University, Bilgisayar Mühendisliği
2011 - 2015
2011 - 2015Research Assistant PhD
Istanbul University, Müh. Fak. Bilgisayar Mühendisliği, Bilgisayar Mühendisliği
2004 - 2011
2004 - 2011Research Assistant
Istanbul University, Müh. Fak.Bilgisayar Mühendisliği, .Bilgisayar Mühendisliği.
Courses
Advising Theses
2018
2018Postgraduate
Face recognition via unsupervised deep learning and auto-encoders
Görgel P. (Consultant)
A.ŞİMŞEK(Student)
2018
2018Postgraduate
Beyin tümörlerinin görüntü işleme teknikleri kullanılarak bilgisayar destekli tespiti
Görgel P. (Consultant)
N.DİNCER(Student)
2018
2018Postgraduate
Karınca koloCancer region diagnosis from mamaographic images using ant colony algorithmnisi algoritması kullanılarak mamografik görüntülerden kanserli bölge tespiti
Görgel P. (Co-Consultant), Sertbaş A.
H.İbrahim(Student)
Advising Graduates (Non-Thesis)
2019
2019Masters (Non-Thesis)
RÜZGÂR ENERJİSİ SANTRALLERİNDE EVRİŞİMSEL SİNİR AĞLARI (ESA) VE UZUN KISA-SÜRELİ HAFIZA (UKSH) ÖĞRENME ALGORİTMALARI İLE ÜRETİM TAHMİNİ
Görgel P. (Consultant)
E.KAVLAK(Student)
Published journal articles indexed by SCI, SSCI, and AHCI
2021
2021A brain tumor detection system using gradient based watershed marked active contours and curvelet transform
GÖRGEL P.
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, vol.32, 2021 (SCI-Expanded)
2021
2021Greedy segmentation based diabetic retinopathy identification using curvelet transform and scale invariant features
Gorgel P.
JOURNAL OF ENGINEERING RESEARCH, vol.9, no.1, 2021 (SCI-Expanded)
2019
2019Face recognition via Deep Stacked Denoising Sparse Autoencoders (DSDSA)
Gorgel P., Simsek A.
APPLIED MATHEMATICS AND COMPUTATION, vol.355, pp.325-342, 2019 (SCI-Expanded)
2015
2015Computer-aided classification of breast masses in mammogram images based on spherical wavelet transform and support vector machines
Gorgel P., Sertbas A., Ucan O. N.
EXPERT SYSTEMS, vol.32, no.1, pp.155-164, 2015 (SCI-Expanded)
2013
2013Mammographical mass detection and classification using Local Seed Region Growing-Spherical Wavelet Transform (LSRG-SWT) hybrid scheme
Gorgel P., Sertbas A., Ucan O. N.
COMPUTERS IN BIOLOGY AND MEDICINE, vol.43, no.6, pp.765-774, 2013 (SCI-Expanded)
2010
2010A Wavelet-Based Mammographic Image Denoising and Enhancement with Homomorphic Filtering
Gorgel P., Sertbas A., Ucan O. N.
JOURNAL OF MEDICAL SYSTEMS, vol.34, no.6, pp.993-1002, 2010 (SCI-Expanded)
2010
2010Mammographic Mass Detection using Wavelets as Input to Neural Networks
Kilic N., Gorgel P., Ucan O. N. , Sertbas A.
JOURNAL OF MEDICAL SYSTEMS, vol.34, no.6, pp.1083-1088, 2010 (SCI-Expanded)
2009
2009A BACKPROPAGATION NEURAL NETWORK APPROACH FOR OTTOMAN CHARACTER RECOGNITION
Gorgel P., Kilic N., Ucan B., Kala A., Ucan O. N.
INTELLIGENT AUTOMATION AND SOFT COMPUTING, vol.15, no.3, pp.451-462, 2009 (SCI-Expanded)
Articles Published in Other Journals
2021
2021Minutiae-Based Fingerprint Identification Using Gabor Wavelets and CNN Architecture
GÖRGEL P., Eksi A.
ELECTRICA, vol.21, no.3, pp.480-490, 2021 (ESCI)
2020
2020Uzun Kısa Süreli Hafıza ve Evrişimsel Sinir Ağları ile Rüzgar Enerjisi Üretim Tahmini
Görgel P., Kavlak E.
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi, vol.11, no.1, pp.69-80, 2020 (Peer-Reviewed Journal)
2017
2017Computer Aided Palm Vein Authentication Based On Feature Matching
Ejjari A., GÖRGEL P., SERTBAŞ A.
TURKISH STUDIES International Periodical for the Languages, Literature and History of Turkish or Turkic : Information Technologies and Applied Sciences, vol.12, no.23, pp.203-218, 2017 (Peer-Reviewed Journal)
2013
2013Feature Extraction Based Wavelet Transform In Breast Cancer Diagnosis Using Fuzzy And Non-Fuzzy Classification
GÖRGEL P., Sertbaş A., Uçan O. N.
International Journal of Electronics, Mechanical and Mechatronics Engineering, vol.3, 2013 (Peer-Reviewed Journal)
2013
2013Classification Of Breast Masses Using Anfis-Based Fuzzy Algorithms: A Comparative Study
GÖRGEL P., SERTBAŞ A., Turusbekova A.
ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, vol.3, 2013 (Peer-Reviewed Journal)
2010
2010A Comparative Study of Breast Mass Classification based on Spherical Wavelet Transform using ANN and KNN Classifiers
Görgel P., Sertbaş A., Uçan O. N.
International Journal of Electronics, Mechanical and Mechatronics Engineering (IJEMME-Aydın Univ. Journal), vol.2, pp.79-85, 2010 (Peer-Reviewed Journal)
2009
2009Mammographic Mass Classification using Wavelet Based Support Vector Machine
GÖRGEL P., Sertbaş A., Kılıç N., Uçan O. N. , Osman O.
ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, vol.9, pp.867-875, 2009 (Peer-Reviewed Journal)
2007
2007Performance Analysis of Neural Network Handwritten Character Recognition System Using CNN Edge Detection
GÖRGEL P., Uçan O. N.
Beykent Üniversitesi Fen Bilimleri Dergisi, vol.1, pp.94-105, 2007 (Peer-Reviewed Journal)
2007
2007Handwritten Character Recognition System Using Artificial Neural Networks
GÖRGEL P., Öztaş O.
Istanbul University-Journal of Electrical & Electronics Engineering,7(1), vol.7, pp.309-313, 2007 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
2022
2022A Deep Learning Based Object Detection System For User Interface Code Generation
Aşıroğlu B., Senan S., Görgel P., İsenkul M. E. , Ensari T., Sezen A., et al.
4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Ankara, Turkey, 9 - 11 June 2022, pp.1-5
2021
2021Lung Cancer Diagnosis via Gabor Wavelet Transform and Convolutional Neural Networks
Görgel P., Bahat B.
ASYU 2021 Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı 6-8 Ekim, 2021, Elazığ, Turkey, 6 - 08 October 2021, pp.1-5
2020
2020Sentiment Analysis in Twitter via Natural Language Processing and Deep Learning Classification
Görgel P., Sömek M.
9th International Conference on Advanced Technologies (ICAT'20), İstanbul, Turkey, 10 - 12 August 2020, pp.1-7
2019
2019Brain Tumor Detection via Active Contours andScale Invariant Feature Transform
GÖRGEL P.
International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), Antalya, Turkey, 26 - 28 April 2019, pp.384-386
2018
2018A DEEP LEARNING BASED FACE RECOGNITION SYSTEM
GÖRGEL P., AL'RAAD A.
1st International Symposium on Graduate Research in Science Focus on Entrepreneurship and Innovation (ISGRS 2018), İstanbul, Turkey, 4 - 05 October 2018, pp.21
2018
2018Computer aided brain tumor detection via rule based eliminated watershed segmentation
Gorgel P., DİNCER N.
6th International Conference on Control Engineering and Information Technology, CEIT 2018, İstanbul, Turkey, 25 - 27 October 2018
2018
2018Segmentation on digital mammogram images using hibrid K-means clustering and ant colony algorithms Karma K-Ortalamalari Kümeleme ve Karinca Kolonisi Algoritmalari Kullanarak Dijital Mamogram Görüntüleri Üzerinde Bölütleme
Okur A. G. H. I. , Gorgel O. U. P. , Sertbas A.
4th Electric Electronics, Computer Science, Biomedical Engineerings' Meeting, EBBT 2018, İstanbul, Turkey, 18 - 19 April 2018, pp.1-4
2012
2012A fuzzy inference system combined with wavelet transform for breast mass classification
SERTBAŞ A., Uçan O. N. , GÖRGEL P.
35TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), Prague, Czech Republic, Czech Republic, 1 - 04 July 2012, pp.664-647
2010
2010Breast Cancer Diagnosis based on Spherical Wavelet Transform using ANN Classifier
GÖRGEL P., SERTBAŞ A., Uçan O. N.
Uluslararası Katılımlı V. Ulusal Biyomekanik Kongresi, Çeşme, 2010, Turkey, 1 - 04 June 2010
2010
2010Discrete Wavelet Transform for Ottoman Character Recognition
Kala A., Uçan O. N. , Aksoy T., Kılıç N., GÖRGEL P.
The Fifth International Symposium on Wavelets Applications to World Problems, Turkey, 1 - 04 January 2010
2009
2009A Wavelet Transform Based Mammographic Image Enhancement Using Homomorphic Filtering
Görgel P., Sertbaş A., Uçan O. N.
International Symposium on Health Informatics and Bioinformatics,, Ankara, Turkey, 16 - 17 April 2009, pp.1-5
2008
2008Multifont Ottoman Character Recognition using Support Vector Machine”
Kılıç N., GÖRGEL P., Uçan O. N. , Kala A.
IEEE International Syposium on Control Communication and Signal Processing (ISCCSP08), Malta, 1 - 04 July 2008, pp.1-5
2007
2007Osmanlıca Karakterlerin Yapay Sinir Ağları ile Tanınması ve Türkçeye Çeviren Akıllı Bir Sistemin Geliştirilmesi”
Başar E., Kılıç N., GÖRGEL P., Uçan B.
Elektrik-Elektronik-Bilgisayar Mühendisliği 12. Ulusal Kongresi, Eskişehir, Turkey, 1 - 04 June 2007
Supported Projects
2020 - 2022
2020 - 2022GÖRSEL TASARIMDAN MAKİNE ÖĞRENMESİ TABANLI OTOMATİK ARAYÜZ KOD ÜRETİCİ
TUBITAK Project
Dağtekin M. (Executive), Görgel P., İsenkul M. E. , Senan S.
2017 - 2018
2017 - 2018
Meme kanseri tanısında Küresel Dalgacık Dönüşümü Yöntemi
Project Supported by Higher Education Institutions
GÖRGEL P. (Executive), SERTBAŞ A., UÇAN O. N.
2013 - 2015
2013 - 2015Biyomedikal Görüntü İşleme
Project Supported by Higher Education Institutions
GÖRGEL P. (Executive)
2011 - 2013
2011 - 2013Journal of Medical Systems adlı dergide yayınlanan
Project Supported by Higher Education Institutions
GÖRGEL P. (Executive)
Scientific Refereeing
June 2022
June 2022Computer Methods And Programs In Biomedicine
Journal Indexed in SCI-E
December 2020
December 2020Iet Signal Processing
Journal Indexed in SCI-E
September 2020
September 2020VISUAL COMPUTER
Journal Indexed in SCI-E
April 2020
April 2020JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING
Journal Indexed in ESCI
April 2018
April 2018Journal of the Franklin Institute
Journal Indexed in SCI-E
February 2018
February 2018EXPERT SYSTEMS WITH APPLICATIONS
Journal Indexed in SCI-E
August 2017
August 2017Computer Methods and Programs in Biomedicine
SCI Journal
August 2017
August 2017Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
Other Indexed Journal
May 2017
May 2017Journal Of Experimental & Theoretical Artificial Intelligence
Journal Indexed in SCI-E
March 2017
March 2017IET Signal Processing
SCI Journal
February 2014
February 2014Turkish Journal Of Electrical Engineering & Computer Sciences
Journal Indexed in SCI-E
January 2014
January 2014Biomedical Signal Processing And Control
Journal Indexed in SCI-E
January 2014
January 2014Turkish Journal Of Electrical Engineering & Computer Sciences
SCI Journal
July 2013
July 2013Medical and Biological Engineering and Computing
SCI Journal
April 2013
April 2013Medical and Biological Engineering and Computing
SCI Journal
April 2013
April 2013Turkish Journal Of Electrical Engineering & Computer Sciences
SCI Journal
June 2012
June 2012Digital Signal Processing
SCI Journal
January 2012
January 2012Medical and Biological Engineering and Computing
SCI Journal
February 2011
February 2011Medical and Biological Engineering and Computing
SCI Journal
January 2007
January 2007Computers & Electrical Engineering
SCI Journal
Congress and Symposium Activities
01 October 2018 - 01 October 2018
01 October 2018 - 01 October 2018"A DEEP LEARNING BASED FACE RECOGNITION SYSTEM,"1st International Symposium on Graduate Research in Science Focus on Entrepreneurship and Innovation (ISGRS 2018)
Attendee
İstanbul-Turkey
01 October 2018 - 01 October 2018
01 October 2018 - 01 October 2018"Computer Aided Brain Tumor Detection Via Rule Based Eliminated Watershed Segmentation", 6th International Conference on Control Engineering & Information Technology
Attendee
İstanbul-Turkey
01 July 2012 - 01 July 2012
01 July 2012 - 01 July 2012"A Fuzzy Inference System Combined with Wavelet Transform for Breast Mass Classification",35th International Conference on Telecommunications and Signal Processing
Attendee
-Czech Republic
01 September 2010 - 01 September 2010
01 September 2010 - 01 September 2010
Breast Cancer Diagnosis based on Spherical Wavelet Transform using ANN Classifier
Attendee
-Turkey
01 April 2010 - 01 April 2010
01 April 2010 - 01 April 2010"Discrete Wavelet Transform for Ottoman Character Recognition",The Fifth International Symposium on Wavelets Applications to World Problems,
Attendee
-Turkey
01 March 2009 - 01 March 2009
01 March 2009 - 01 March 2009"A Wavelet Transform Based Mammographic Image Enhancement Using Homomorphic Filtering",International Symposium on Health Informatics and Bioinformatics
Attendee
-Turkey
01 September 2008 - 01 September 2008
01 September 2008 - 01 September 2008"Multifont Ottoman Character Recognition using Support Vector Machine",IEEE International Syposium on Communication Control and Signal Processing (ISCCSP08)
Attendee
-Malta
01 November 2007 - 01 November 2007
01 November 2007 - 01 November 2007Osmanlıca Karakterlerin Yapay Sinir Ağları ile Tanınması ve Türkçeye Çeviren Akıllı Bir Sistemin Geliştirilmesi”,Elektrik-Elektronik-Bilgisayar Mühendisliği 12. Ulusal Kongresi
Attendee
-Turkey
Citations
Total Citations (WOS): 133
h-index (WOS): 5
Jury Memberships
December-2020
December 2020PhD Thesis Monitoring Committee Member
PhD Thesis Monitoring Committee Member - İstanbul Üniversitesi-Cerrahpaşa
August-2020
August 2020