Metrics
Publication
55
Open Access
1
UN Sustainable Development Goals
Education
2020 - 2021
2020 - 2021Undergraduate
Kirikkale University, Turkey
2017 - 2021
2017 - 2021Doctorate
Kirikkale University, Turkey
2020 - 2020
2020 - 2020Undergraduate
Kirikkale University, Turkey
2009 - 2012
2009 - 2012Postgraduate
Kirikkale University, Turkey
2000 - 2004
2000 - 2004Undergraduate
Gazi University, Teknik Eğitim Fakültesi, Turkey
Dissertations
2012
2012Postgraduate
Yapay sinir ağı yöntemleriyle hipertansiyon teşhis sistemi geliştirilmesi
Kirikkale University
Foreign Languages
English
Research Areas
Avesis Research Areas:
Computer Sciences, Computer Vision, Artificial Intelligence, Computer Learning and Pattern Recognition, Programming Languages
WoS Research Areas:
Computer Science, Computer Science Artificial Intelligence
Scopus Research Areas:
General Computer Science, Artificial Intelligence
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2025 - Present
2025 - PresentAssociate Professor
Gazi University, Teknoloji Fakültesi, Bilgisayar Mühendisliği
2023 - 2025
2023 - 2025Assistant Professor
Kirikkale University
2022 - 2023
2022 - 2023Assistant Professor
Cankiri Karatekin University
Managerial Experience
2025 - Present
2025 - PresentDeputy Head of Department
Gazi University, Teknoloji Fakültesi, Bilgisayar Mühendisliği
2024 - 2025
2024 - 2025Director of the Center
Kirikkale University
2022 - 2023
2022 - 2023Head of Department
Cankiri Karatekin University
Non Academic Experience
2005 - 2022
2005 - 2022Bilgisayar Öğretmeni-Ortaöğretim
MİLLİ EĞİTİM BAKANLIĞI, Bilgisayar Öğretmeni-Ortaöğretim
Courses
Undergraduate
Undergraduate
Bilgisayar Mühendisliğine Giriş
Tıbbi Görüntü İşleme
Ayrık Matemartik
Biçimsel Diller ve Otomata Teorisi
Bilgisayar Mühendisliğinde Özel Konular
Bilgisayar Programlama 1
Biçimsel Diller ve Otomata Teorisi
Biçimsel Diller ve Otomata Teorisi
Bilgisayar Programlama 1
Yazılım Mühendisliğinin Temelleri
Supervised Theses
in Progress
in ProgressPostgraduate
Bulut Bilişimde Güvenlik Sorunları ve Önlemleri
TÜRK F. (Consultant)
F.EMİNOĞLU(Student)
in Progress
in ProgressPostgraduate
Derin Öğrenme Teknikleri Kullanarak Kurumsal Bir Projede Kullanıcı Tarafından Oluşturulan Taleplerin Sınıflandırılması
TÜRK F. (Consultant)
M.AKGÜN(Student)
2025
2025Postgraduate
Tarım sektöründe yapay zeka uygulamaları
TÜRK F. (Consultant)
A.ÇEVİK(Student)
2024
2024Postgraduate
LSTM kullanarak japon mum çubuğuna ve RSI, CCI, MA göstergelerine dayalı Forex piyasalarını tahmin etme
TÜRK F. (Consultant)
B.YOUSIF(Student)
2024
2024Postgraduate
Cryptocurrency analysis using machine learning approaches
TÜRK F. (Consultant)
F.MOHAMMED(Student)
2024
2024Postgraduate
Breast cancer detection with machine learning algorithms
TÜRK F. (Consultant)
M.ABDULLAH(Student)
2024
2024Postgraduate
Heart disease prediction using machine learning
TÜRK F. (Consultant)
M.ALI(Student)
2023
2023Postgraduate
Investigation of financial applications with blockchain technology
TÜRK F. (Consultant)
M.ALI(Student)
Articles
All (32)
SCI-E, SSCI, AHCI (17)
SCI-E, SSCI, AHCI, ESCI (18)
Scopus (17)
TRDizin (13)
Other Publications (3)
2026
20261. High diagnostic accuracy of a resnet50-based deep learning model for osteochondral lesions of the talus on magnetic resonance imaging
Dabiry S. M., Demirtaş Y., Türk F., Yıldırım T., Ayık G., Çakmak G.
Joint Diseases and Related Surgery , vol.37, no.2, pp.543-551, 2026 (SCI-Expanded, Scopus, TRDizin)
2026
20262. Brain Tumor Classification Using CNN and Grad-CAM on MRI Images
Hindi R. J., Türk F.
, vol.37, no.1, pp.1-18, 2026 (Peer-Reviewed Journal)
2026
20263. Dual-view attention and hierarchical transformer framework for adult age estimation from sternum MDCT images
Türk F.
EXPERT SYSTEMS WITH APPLICATIONS , vol.1, no.307, pp.1-14, 2026 (SCI-Expanded, Scopus)
2025
20254. Decision-Support for Restorative Dentistry: Hybrid Optimization Enhances Detection on Panoramic Radiographs
ATEŞ G., TÜRK F., AKÇİN E. T., GÜNGÖR M.
Healthcare (Switzerland) , vol.13, no.22, 2025 (SCI-Expanded, SSCI, Scopus)
2025
20255. Malicious URL Detection with Advanced Machine Learning and Optimization-Supported Deep Learning Models
TÜRK F., KILIÇASLAN M.
Applied Sciences (Switzerland) , vol.15, no.18, 2025 (SCI-Expanded, Scopus)
2025
20256. Lung image segmentation with improved U-Net, V-Net and Seg-Net techniques
Turk F., KILIÇASLAN M.
PEERJ COMPUTER SCIENCE , vol.11, 2025 (SCI-Expanded, Scopus)
2024
20247. Enhancing Currency, Commodity and Energy Price Forecasting Using the LSTM Model: A Case Study of EUR/NZD, GAS and SUGAR Prices
ALWESH B., TÜRK F., KILIÇASLAN M.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , vol.4, no.13, pp.1013-1022, 2024 (TRDizin)
2024
20248. Feature Selection in the Diabetes Dataset with the Marine Predator Algorithm and Classification using Machine Learning Methods
TÜRK F., METİN N. A., LÜY M.
Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , vol.12, no.3, pp.746-757, 2024 (TRDizin)
2024
20249. U2-NET SEGMENTATION AND MULTI-LABEL CNN CLASSIFICATION OF WHEAT VARIETIES
ARGUN M. Ş., TÜRK F., CİVELEK Z.
Konya mühendislik bilimleri dergisi (Online) , vol.12, no.2, pp.358-372, 2024 (TRDizin)
2024
202410. Investigation of machine learning algorithms on heart disease through dominant feature detection and feature selection
Turk F.
SIGNAL IMAGE AND VIDEO PROCESSING , vol.18, no.4, pp.3943-3955, 2024 (SCI-Expanded, Scopus)
2024
202411. A Research: Investigation of Financial Applications with Blockchain Technology
MUHAMMED M. A., TÜRK F.
Hittite Journal of Science and Engineering , vol.11, no.1, pp.33-40, 2024 (TRDizin)
2024
202412. Detection of Lung Opacity and Treatment Planning with Three-Channel Fusion CNN Model
Turk F., KÖKVER Y.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , vol.49, no.3, pp.2973-2985, 2024 (SCI-Expanded, Scopus)
2024
202413. RNGU-NET: a novel efficient approach in Segmenting Tuberculosis using chest X-Ray images
Turk F.
PEERJ COMPUTER SCIENCE
, vol.10, 2024 (SCI-Expanded, Scopus)
2023
202314. Non-Destructive Prediction of Bread Staling Using Artificial Intelligence Methods
ARGUN M. Ş., TÜRK F., KURT A.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , vol.12, no.4, pp.985-993, 2023 (TRDizin)
2023
202315. Optimized machine learning based predictive diagnosis approach for diabetes mellitus
AKKUR E., TÜRK F.
Journal of medicine and palliative care (Online) , vol.4, no.4, pp.270-276, 2023 (TRDizin)
2023
202316. Analysis of Intrusion Detection Systems in UNSW-NB15 and NSL-KDD Datasets with Machine Learning Algorithms
TÜRK F.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , vol.12, no.2, pp.465-477, 2023 (TRDizin)
2023
202317. Investigation of the effect of hectoliter and thousand grain weight on variety identification in wheat using deep learning method
Luy M., Turk F., Argun M. S., Polat T.
JOURNAL OF STORED PRODUCTS RESEARCH , vol.102, 2023 (SCI-Expanded, Scopus)
2023
202318. Sternum Age Estimation with Dual Channel Fusion CNN Model
Turk F., Kaya M., Akhan B. M., Cayiroz S., Ilgıt E. T.
COMPUTER SCIENCE AND INFORMATION SYSTEMS , vol.20, no.1, pp.215-228, 2023 (SCI-Expanded, Scopus)
2023
202319. BREAST CANCER CLASSIFICATION USING A NOVEL HYBRID FEATURE SELECTION APPROACH
Akkur E., Turk F., Erogul O.
NEURAL NETWORK WORLD , vol.33, no.2, pp.67-83, 2023 (SCI-Expanded, Scopus)
2023
202320. BI-RADS CATEGORIES AND BREAST LESIONS CLASSIFICATION OF MAMMOGRAPHIC IMAGES USING ARTIFICIAL INTELLIGENCE DIAGNOSTIC MODELS
Turk F., Akkur E., Erogul O.
NEURAL NETWORK WORLD
, vol.33, no.6, pp.413-432, 2023 (SCI-Expanded, Scopus)
2022
202221. Covid-19 Diagnosis Using a Deep Learning Ensemble Model with Chest X-Ray Images
TÜRK F.
COMPUTER SYSTEMS SCIENCE AND ENGINEERING , vol.2, no.45, pp.1357-1373, 2022 (SCI-Expanded, Scopus)
2022
202222. Breast Cancer Diagnosis Using Feature Selection Approaches and Bayesian Optimization
AKKUR E., TÜRK F., EROĞUL O.
COMPUTER SYSTEMS SCIENCE AND ENGINEERING , vol.2, no.45, pp.1017-1031, 2022 (SCI-Expanded, Scopus)
2022
202223. Application with deep learning models for COVID-19 diagnosis
TÜRK F., KÖKVER Y.
Sakarya University Journal of Computer and Information Sciences (Online) , vol.2, no.5, pp.169-180, 2022 (TRDizin)
2022
202224. Kidney Tumor Segmentation Using Two-Stage Bottleneck Block Architecture
Turk F., LÜY M., BARIŞÇI N., YALÇINKAYA F.
INTELLIGENT AUTOMATION AND SOFT COMPUTING
, no.1, pp.349-363, 2022 (SCI-Expanded, Scopus)
2021
202125. Gömülü Sistemler ve Mühendislikte Uygulama Alanları
TÜRK F., LÜY M.
Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi , vol.13, no.3, pp.256-265, 2021 (TRDizin)
2021
202126. Fotovoltaik Sistemlerde Maksimum Güç Noktası Takibi İçin Değiştir – Gözle, Artan İletkenlik Ve Parçacık Sürü Optimizasyon Algoritmalarının Karşılaştırılması
LÜY M., TÜRK F., METİN N. A.
Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi , vol.13, no.3, pp.202-214, 2021 (TRDizin)
2021
202127. Renal Segmentation Using an Improved U-Net3D Model
TÜRK F., LÜY M., BARIŞÇI N.
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS , vol.11, 2021 (Peer-Reviewed Journal)
2020
202028. Multi Depth V-Net model ile 3 boyutlu böbrek ve tümör segmentasyonu
TÜRK F., LÜY M., BARIŞÇI N.
Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi , vol.12, no.3, pp.35-41, 2020 (TRDizin)
2020
202029. Kidney and Renal Tumor Segmentation Using a Hybrid V-Net-Based Model
Turk F., LÜY M., BARIŞÇI N.
MATHEMATICS
, no.10, 2020 (SCI-Expanded, Scopus)
2020
202030. Renal segmentation with an improved U-Net3D model
TÜRK F., LÜY M., BARIŞÇI N.
Journal of Medical Imaging and Health Informatics , vol.11, no.8, pp.2258-2266, 2020 (Peer-Reviewed Journal)
2019
201931. Machine Learning of Kidney Tumors and Diagnosis and Classification by Deep Learning Methods
TÜRK F., LÜY M., BARIŞÇI N.
Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi
, vol.11, no.3, pp.802-812, 2019 (TRDizin)
2015
201532. Comparison of Multi Layer Perceptron and Jordan Elman Neural Networks for Diagnosis of Hypertension
Turk F., BARIŞÇI N., Ciftci A., Ekmekci Y.
INTELLIGENT AUTOMATION AND SOFT COMPUTING
, no.1, pp.123-134, 2015 (SCI-Expanded, Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences
2026
20261. WEB BASED SOCIAL ASSISTANCE AUTOMATION: AN API SUPPORTED MACHINE LEARNING BASED DECISION SUPPORT APPROACH
Akgün M., TÜRK F.
TLAS 17th INTERNATIONAL SCIENTIFIC RESEARCH AND INNOVATION CONGRESS, Roma, Italy, 21 April 2026, (Full Text)
2026
20262. DENTAL RADIOGRAPH SEGMENTATION USING YOLOV8: AN EFFICIENT ALTERNATIVE TO CONVENTIONAL METHODS
Keşkekçi K., TÜRK F.
19TH INTERNATIONAL İSTANBUL SCIENTIFIC RESEARCH CONGRESS, İstanbul, Turkey, 18 - 20 April 2026, (Full Text)
2025
20253. Investigating Career Planning of Computer Science Students with Machine Learning Algorithms
TÜRK F., KILIÇASLAN M.
V. International Conference on Electrical, Computer and Energy Technologies (ICECET 2025), Paris, France, 4 - 05 July 2025, vol.1, pp.352-356, (Full Text)
2024
20244. Performance Analysis in Alzheimer's Disease Diagnosis with Machine Learning Methods
TÜRK F., METİN N. A., LÜY M.
At The 2024 International Conference on Computational Science and Computational Intelligence, Las Vegas, United States Of America, 11 - 13 December 2024, (Full Text)
2024
20245. An Approach to Detection of Dental Restorations on Panoramic Radiographs
Keşkekçi K., Şahin G., TÜRK F., LÜY M., ACAR F.
2024 8th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, 07 November 2024, pp.1-6, (Full Text)
2023
20236. HEART DISEASE PREDICTION USING MACHINE LEARNING
Youssouf M. A., TÜRK F.
2 nd International Karatekin Science and Technology Conference, Çankırı, Turkey, 21 December 2023, vol.1, pp.46-47, (Full Text)
2023
20237. IDENTIFICATION OF BREAST CANCER AND BRCA1 MUTATION USING ARTIFICIAL INTELLIGENCE AND INTELLIGENT ALGORITHM BASED MATLAB
Mosleh M. A., TÜRK F.
5TH INTERNATIONAL BLACK SEA MODERN SCIENTIFIC RESEARCH CONGRESS, Rize, Turkey, 08 November 2023, (Summary Text)
2023
20238. UTILIZING MACHINE LEARNING IN CRYPTOCURRENCY MARKET ANALYSIS
Sakran SAKRAN F. M., TÜRK F.
6. INTERNATIONAL ANKARA MULTIDISCIPLINARY STUDIES CONGRESS, Ankara, Turkey, 13 - 14 October 2023, (Full Text)
2023
20239. Forecasting Forex Markets Based on Japanese Candlestick and Indicators Using LSTM
TÜRK F., ALWESH B.
1.BİLSEL ULUSLARARASI TRUVA BİLİMSEL ARAŞTIRMALAR VE İNOVASYON KONGRESİ, Çanakkale, Turkey, 25 August 2023, (Summary Text)
2023
202310. INVESTİGATION OF THE EFFECT OF FEATURE SELECTİON AND HYPERPARAMETER OPTİMİZATION METHOD ON MACHİNE LEARNİNG ALGORİTHMS IN THE DIAGNOSİS OF DIABETES
AKKUR E., TÜRK F.
1. BİLSEL INTERNATIONAL WORLD SCIENCE AND RESEARCH CONGRESS, İstanbul, Turkey, 24 - 25 June 2023, vol.1, pp.279-289, (Full Text)
2023
202311. COMPARISON OF MACHINE LEARNING METHODS IN CRYPTOCURRENCY ANALYSIS
MUHAMMED M. A., TÜRK F.
11. ULUSLARARASI MÜHENDİSLİK, MİMARLIK VE TASARIM KONGRESİ, İstanbul, Turkey, 15 June 2023, vol.1, pp.1, (Summary Text)
2022
202212. Makı̇ne Öğrenmesı̇ İle Kalp Hastalıklarının Tespı̇tı
Akkur E., TÜRK F., EROĞUL O.
15. Uluslararası Bilimsel Araştırmalar Kongresi, Ankara, Turkey, 17 December 2022, vol.1, (Full Text)
2022
202213. Çift kanallı füzyon CNN model ile yetişkin sternum MDCT görüntülerinden kronolojik yaş tahmini
KAYA M., TÜRK F., AKHAN B. M., KESEN ÖZBEK S., KARABÖRK KILIÇ A. C., ERBAŞ G.
Türk Toraks Radyolojisi Derneği Ulusal Kongresi, Ankara, Turkey, 23 September 2022, (Full Text)
2022
202214. Classification of Network Attacks with LSTM Architecture Method
TÜRK F.
1ˢᵗ International Karatekin Science and Technology Conference, Çankırı, Turkey, 01 September 2022, pp.93-96, (Full Text)
2022
202215. Classification of Breast Lesions on Mammogram Images using Monarch Butterfly Optimization and Support Vector Machine
Akkur E., TÜRK F., EROĞUL O.
1ˢᵗ International Karatekin Science and Technology Conference, Çankırı, Turkey, 01 September 2022, pp.1-6, (Full Text)
2022
202216. COVID-19 Erken Teşhisi İçin Çok Sınıflı Derin Öğrenme Modeli
TÜRK F.
13. Uluslararası Bilimsel Araştırmalar Kongresi, Ankara, Turkey, 11 March 2022, vol.1, pp.107-112, (Full Text)
2022
202217. Derin Öğrenme Yöntemi ile COVID-19 Segmentasyonu
TÜRK F.
2nd. International Symposium of Scientific Research and Innovative Studies, Balıkesir, Turkey, 02 March 2022, vol.1, pp.478-486, (Full Text)
2019
201918. Böbrek Tümör Segmentasyonu İçin Unet ve Unet-ResNet Modellerinin Karşilaştirilmasi
Turk F., Luy M., BARIŞÇI N.
3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Turkey, 11 - 13 October 2019, (Full Text)
2012
201219. Comparison of Principal Component Analysis and Radial Basis Function Network for Diagnosis of Hypertension
Turk F., BARIŞÇI N., Ciftci A., Ekmekci Y.
9th International Conference on Electronics Computer and Computation (ICECCO 2012), Ankara, Turkey, 1 - 03 November 2012, pp.33-36, (Full Text)
Books
2022
20221. CLASSIFICATION OF SKIN CANCER BY DEEP LEARNING METHOD
TÜRK F.
in: Artificial Intelligence Applications in Medicine, TÜRK FUAT, Editor, HİPOKRAT YAYINEVİ, Ankara, pp.1-7, 2022
2022
20222. Mühendislik Uygulamaları İçin Yenilenebilir Enerji Kaynakları Üzerine Bir Araştırma
TÜRK F.
in: Mühendislik Biliminde Güncel Tartışmalar, SALLI BİDECİ ÖZLEM, Editor, PLATANUS PUBLISHING, Ankara, pp.43-61, 2022
Funded Projects
2025 - Present
2025 - PresentIoT Tabanlı, Dahili Ön Sigortalı, Kompakt Tasarıma Sahip Alçak Gerilimde Çalışan Parafudr Geliştirilmesi
TUBITAK Project
TÜRK F., LÜY M., TEKİN T.(Executive)
2023 - Present
2023 - PresentTapa GKM Kurma Süresi Ölçüm Test Ekipmanı Tasarım Projesi
TÜRK F., ER A. O., CELLEK F., ULAMIŞ F.(Executive)
2026 - 2027
2026 - 2027İğnecikli Sinir Ağı Ku lanılarak Gürültülü Görüntülerde Adaptif Kenar Tespiti
Project Supported by Higher Education Institutions , BAP Research Project
Türk F., İncetaş M. O., Özdemir M., Kılıçaslan M.(Executive)
2025 - 2026
2025 - 2026Gizlenmiş AndroidKötücül Yazılımların Görüntü Dönüşümü Üzerinden Özelleştirilmiş Derin Öğrenme Mimarisi Ile Tespit
TUBITAK Project , 1002 - Quick Support Program
(Project Abstract)
Türk F., Kılıç K., Doğru İ. A. (Executive)
2024 - 2025
2024 - 2025Arpa Türlerinin Makine Öğrenme Algoritmaları İle Tespiti
Project Supported by Higher Education Institutions
TÜRK F. (Executive)
Activities in Scientific Journals
2023 - Present
2023 - PresentJournal of Computer & Electrical and Electronics Engineering Sciences
First Editor