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  • D

    ERCİYES ÜNİVERSİTESİ

    2017 - 2022
    Doctorate

    FEN BİLİMLERİ ENSTİTÜSÜ/BİLGİSAYAR MÜHENDİSLİĞİ (DR)/

    Tez Adı: Derin öğrenme tabanlı gerçek zamanlı polip tespit yöntemlerinin geliştirilmesi ve incelenmesi
  • M

    University of Nottingham {England}

    2015 - 2016
    Master

    ELEKTRONİK İLETİŞİM VE BİLGİSAYAR MÜHENDİSLİĞİ

    Tez Adı: Modelling of convolutional encoders with viterbi decoders for broadband wireless access systems
  • B

    HARRAN ÜNİVERSİTESİ

    2009 - 2013
    Bachelor Degree

    MÜHENDİSLİK FAKÜLTESİ/BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ/BİLGİSAYAR MÜHENDİSLİĞİ PR./

    Tez Adı:
Year: Article Title Scope Author(s): Journal Name: Volume: Issue: Link:
2021 A robust real-time deep learning based automatic polyp detection system International PAÇAL İSHAK, KARABOĞA DERVİŞ Computers in Biology and Medicine 134 http://dx.doi.org/10.1016/j.compbiomed.2021.104519
2020 A comprehensive review of deep learning in colon cancer International PAÇAL İSHAK, KARABOĞA DERVİŞ, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK COMPUTERS IN BIOLOGY AND MEDICINE 126 2020 https://www.sciencedirect.com/science/article/pii/S0010482520303346
2022 An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets International PAÇAL İSHAK, KARAMAN AHMET, KARABOĞA DERVİŞ, AKAY BAHRİYE, BAŞTÜRK ALPER, NALBANTOĞLU ÖZKAN UFUK, çoşkun şeymanur COMPUTERS IN BIOLOGY AND MEDICINE 2021 https://www.sciencedirect.com/science/article/abs/pii/S0010482521008258?via%3Dihub
2021 A robust real-time deep learning based automatic polyp detection system International PAÇAL İSHAK, KARABOĞA DERVİŞ COMPUTERS IN BIOLOGY AND MEDICINE 134 2021 https://www.sciencedirect.com/science/article/abs/pii/S0010482521003139
2022 An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets International PAÇAL İSHAK, KARAMAN AHMET, KARABOĞA DERVİŞ, AKAY BAHRİYE, BAŞTÜRK ALPER, NALBANTOĞLU ÖZKAN UFUK, Coşkun Şeymanur Computers in Biology and Medicine http://dx.doi.org/10.1016/j.compbiomed.2021.105031
2022 Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection International Karaman Ahmet, KARABOĞA DERVİŞ, PAÇAL İSHAK, AKAY BAHRİYE, BAŞTÜRK ALPER, Nalbantoglu O. Ufuk, Coskun Seymanur, ŞAHİN ÖMÜR Applied Intelligence http://dx.doi.org/10.1007/s10489-022-04299-1
2022 Deep Learning Approaches for Classification of Breast Cancer in Ultrasound (US) Images National PAÇAL İSHAK Journal of the Institute of Science and Technology 12 4 https://dergipark.org.tr/en/pub/jist/issue/73493/1183679
2023 Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC) International KARAMAN AHMET, PAÇAL İSHAK, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK, Coşkun Şeymanur, ŞAHİN ÖMÜR, KARABOĞA DERVİŞ Expert Systems with Applications 221 http://dx.doi.org/10.1016/j.eswa.2023.119741
2023 Domates Yapraklarında Hastalık Tespiti İçin Transfer Öğrenme Metotlarının Kullanılması National KILIÇARSLAN SERHAT, PAÇAL İSHAK Mühendislik Bilimleri ve Araştırmaları Dergisi 5 2 http://dx.doi.org/10.46387/bjesr.1273729
2022 Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection International KARAMAN AHMET, KARABOĞA DERVİŞ, PAÇAL İSHAK, AKAY BAHRİYE, BAŞTÜRK ALPER, NALBANTOĞLU ÖZKAN UFUK, Coşkun Şeymanur, ŞAHİN ÖMÜR Applied Intelligence 53 http://dx.doi.org/10.1007/s10489-022-04299-1
2023 Göğüs Röntgeni Görüntülerinden Otomatik COVID-19 Teşhisi için Görü Transformatörüne Dayalı Bir Yaklaşım National PAÇAL İSHAK Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi 13 2 https://dergipark.org.tr/tr/pub/jist/issue/77307/1225156
2023 Türk İşaret Dilinin Sınıflandırılması için Derin Öğrenme Yaklaşımları National PAÇAL İSHAK, Alaftekin Melek Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi 13 2 https://dergipark.org.tr/tr/pub/jist/issue/77307/1223457
2023 Deep learning-based approaches for robust classification of cervical cancer International PAÇAL İSHAK, KILIÇARSLAN SERHAT Neural Computing and Applications 35 http://dx.doi.org/10.1007/s00521-023-08757-w
2024 Real-time sign language recognition based on YOLO algorithm International Alaftekin Melek, PAÇAL İSHAK, ÇİÇEK KENAN Neural Computing and Applications http://dx.doi.org/10.1007/s00521-024-09503-6
2023 A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms International COŞKUN DAMLA, KARABOĞA DERVİŞ, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK, DOĞAN SERAP, PAÇAL İSHAK, KARAGÖZ MERYEM ALTIN The Scientific and Technological Research Council of Turkey (TUBITAK-ULAKBIM) - DIGITAL COMMONS JOURNALS 31 7 http://dx.doi.org/10.55730/1300-0632.4048
2024 Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review International Lubbad Mohammed, KARABOĞA DERVİŞ, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK, PAÇAL İSHAK Neural Computing and Applications http://dx.doi.org/10.1007/s00521-023-09375-2
2024 Enhancing crop productivity and sustainability through disease identification in maize leaves: Exploiting a large dataset with an advanced vision transformer model International PAÇAL İSHAK Expert Systems with Applications 238 http://dx.doi.org/10.1016/j.eswa.2023.122099
2023 Derin Evrişimli Sinir Ağları Kullanılarak Pirinç Hastalıklarının Sınıflandırılması International VEZİROĞLU ERKAN, PAÇAL İSHAK, COŞKUNÇAY AHMET Journal of the Institute of Science and Technology 13 2 http://dx.doi.org/10.21597/jist.1265769
2024 MaxCerVixT: A novel lightweight vision transformer-based Approach for precise cervical cancer detection International PAÇAL İSHAK Knowledge-Based Systems 289 http://dx.doi.org/10.1016/j.knosys.2024.111482
2024 A novel Swin transformer approach utilizing residual multi-layer perceptron for diagnosing brain tumors in MRI images International PAÇAL İSHAK International Journal of Machine Learning and Cybernetics http://dx.doi.org/10.1007/s13042-024-02110-w
Year: Paper Title Scope: Author(s): Event Name: Link:
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Year Dissertation Title Author: Type: Status:
2023 Pirinç yaprak hastalıklarının sınıflandırılmasında derin evrişimli sinir ağı modellerinin karşılaştırmalı analizi ERKAN VEZİROĞLU Master Completed
2023 Yapay Zeka Tabanlı Beyin Hastalıklarının Teşhisi ÖMER ÇELİK Doctorate Continuing
Academic Year Course Title Educational Level:
2022-2023 İleri Yapay Zeka Master
2022-2023 Evrimsel Algoritmalar Master
2022-2023 Bilimsel Araştırma Yöntemleri ve Bilim Etiği Master
2023-2024 Bilimsel Araştırma Yöntemleri ve Bilim Etiği Master
2022-2023 Görüntü İşlemenin Temelleri Bachelor Degree
2022-2023 Yapay Anlayışın Temelleri Bachelor Degree
2023-2024 Sistem Programlama Bachelor Degree
2023-2024 PROGRAMLAMAYA GİRİŞ - I Bachelor Degree
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