Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Exploring obesity, physical activity, and digital game addiction levels among adolescents: A study on machine learning-based prediction of digital game addiction.

Gülü M., Yagin F. H., Gocer I., Yapici H., Ayyildiz E., Clemente F. M., et al.
Frontiers in psychology , vol.14, pp.1097145, 2023 (SSCI) Sustainable Development identifier identifier

Prediction of Perforated and Nonperforated Acute Appendicitis Using Machine Learning-Based Explainable Artificial Intelligence

Akbulut S., Yağın F. H., Cicek I. B., Koc C., Çolak C., Yilmaz S.
DIAGNOSTICS , vol.13, no.6, pp.1173-1178, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Estimation of Obesity Levels with a Trained Neural Network Approach optimized by the Bayesian Technique

Yağın F. H., Gülü M., Görmez Y., Babarro A. C., Çolak C., Greco G., et al.
APPLIED SCIENCES , vol.13, no.6, pp.3875-3880, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier

Explainable artificial intelligence model for identifying COVID-19 gene biomarkers.

Yagin F. H., Cicek İ. B., Alkhateeb A., Yagin B., Colak C., Azzeh M., et al.
Computers in biology and medicine , vol.154, pp.106619, 2023 (SCI-Expanded) Sustainable Development identifier identifier

Chronic Disease Management of Children Followed with Type 1 Diabetes Mellitus.

Guven Baysal S., Ciftci N., Dundar İ., Buyukavcı M. A., Yagin F. H., Camtosun E., et al.
Journal of clinical research in pediatric endocrinology , 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier

Warm up with music and visual feedback can effect Wingate performance in futsal players.

Bayrakdaroğlu S., Eken Ö., Yagin F. H., Bayer R., Gulu M., Akyildiz Z., et al.
BMC sports science, medicine & rehabilitation , vol.14, no.1, pp.205, 2022 (SCI-Expanded) Creative Commons License identifier identifier

Motoric performance variation from morning to evening: 80% intensity post-activation potentiation protocol impacts performance and its diurnal amplitude in basketball players

Eken Ö., Pardos E. M., Yağın F. H., Eken İ., Gonzalez P. P., Nobari H.
FRONTIERS IN PSYCHOLOGY , pp.1-10, 2022 (SCI-Expanded) Creative Commons License Sustainable Development

Diurnal variation in Uchikomi fitness test performance: Influence of warm-up protocols.

Eken Ö., Yagin F. H., Eken I., Gabrys T., Knappova V., Bayrakdaroglu S., et al.
Frontiers in psychology , vol.13, pp.1059727, 2022 (SSCI) identifier identifier

Exploring the Relationship between Biological Maturation Level, Muscle Strength, and Muscle Power in Adolescents

Yapici H., Gulu M., Yagin F. H., Eken Ö., Gabrys T., Knappova V.
BIOLOGY , vol.11, no.12, pp.1722, 2022 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

A Thirty-Minute Nap Enhances Performance in Running-Based Anaerobic Sprint Tests during and after Ramadan Observance

YAĞIN F. H., EKEN Ö., Bayer R., Salcman V., Gabrys T., KOÇ H., et al.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH , vol.19, no.22, 2022 (SCI-Expanded) Creative Commons License identifier identifier

Protective effect of dexpanthenol against methotrexate-induced liver oxidative toxicity in rats

GÜRLER M., SELÇUK E. B., Ozerol B. G., TANBEK K., TAŞLIDERE E., YILDIZ A., et al.
DRUG AND CHEMICAL TOXICOLOGY , 2022 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

Parenting knowledge of child development in Turkish mothers and fathers

BAYSAL Ş. G., DOGAN D. G., CANALOGLU S. K., ARSLAN F. N., Demirkıran öztürk Y., YAĞIN F. H.
Trends in Pediatrics , vol.4, no.2, pp.109-119, 2023 (Peer-Reviewed Journal) Creative Commons License identifier

Evaluation of the knowledge, attitudes and concerns of the mothers of children who applied to the hospital during the COVID-19 pandemic

BAYSAL Ş. G., B., YAĞIN F. H., DOGAN D. G., Yakıncı M. C.
ANADOLU KLİNİĞİ TIP BİLİMLERİ DERGİSİ , vol.28, no.2, pp.123-132, 2023 (Peer-Reviewed Journal) identifier

Effect of different specific warm-up protocols and time of day on optimum power performance in kickboxers

Bayer R., Nobari H., Eken Ö., Bayrakdaroğlu S., Koç H., Pardos E. M., et al.
Turkish Journal of Kinesiology , vol.9, no.1, pp.41-51, 2023 (Peer-Reviewed Journal)

Massage Therapy May Help Pain and Endurance Performance in Modern Pentathlon Athletes with Plantar Fasciitis.

Bayer R., Yarali Bingöl D., Eken Ö., Yağin F. H., Bayrakdaroğlu S., Bayer E.
Akdeniz Spor Bilimleri Dergisi , vol.6, no.1, pp.52-63, 2023 (Peer-Reviewed Journal)

The Effect of Different Massage Protocols on Running-Based Anaerobic Sprint Test Performance During and After Ramadan

Bayer R., Eken Ö., Yağin F. H., Ilkim M.
Journal of Education and Recreation Patterns (JERP) , vol.3, no.2, pp.114-129, 2022 (Peer-Reviewed Journal)

Prediction of Breast Cancer Distant Metastasis by Artificial Intelligence Methods from an Epidemiological Perspective

AKBULUT A. S., YAĞIN F. H., ÇOLAK C.
ISTANBUL MEDICAL JOURNAL , vol.23, no.3, pp.210-215, 2022 (ESCI) Sustainable Development identifier identifier

Prediction of COVID-19 Based on Genomic Biomarkers of Metagenomic Next-Generation Sequencing Data Using Artificial Intelligence Technology

Akbulut A. S., Yağın F. H., Çolak C.
ERCIYES MEDICAL JOURNAL , 2022 (ESCI) Sustainable Development identifier

Evaluation of Coronavirus Phobia and Depression in Patients With Cardiovascular Disease

CANSEL N., KARACA Y., YAĞIN F. H.
KSÜ Tıp Fakültesi Dergisi , vol.17, no.1, pp.163-171, 2022 (Peer-Reviewed Journal) Sustainable Development

Predictive Significance of Mean Platelet Volume and Platelet Distribution Width Level in Immune Thrombocytopenia Patients Treated With Steroids

KAYA A., KUKU İ., ERKURT M. A., KAYA E., BERBER İ., SARICI A., et al.
International Journal of Research and Reports in Hematology , vol.5, no.1, pp.27-33, 2022 (Peer-Reviewed Journal)

Artificial intelligence-based colon cancer prediction by identifying genomic biomarkers

PAKSOY N., YAĞIN F. H.
Medical Records , vol.4, pp.196-202, 2022 (Peer-Reviewed Journal) identifier

EARLY DETECTION OF CORONARY HEART DISEASE BASED ON MACHINE LEARNING METHODS

YILMAZ R., YAĞIN F. H.
Medical Records , vol.4, no.1, pp.1-6, 2022 (Peer-Reviewed Journal) identifier

Development of a Python-Based Classification Web Interface for Independent Datasets

BALIKÇI ÇİÇEK İ., SEL İ., YAĞIN F. H., ÇOLAK C.
Balkan Journal of Electrical and Computer Engineering , vol.10, no.96, pp.91-96, 2022 (Peer-Reviewed Journal) identifier

The Effects of Variable Selection And Dimension Reduction Methods On The Classification Model In The Small Round Blue Cell Tumor Dataset

YAĞIN F. H., KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ., GÖZÜKARA BAĞ H. G.
Middle Black Sea Journal of Health Science , 2021 (Peer-Reviewed Journal)

A COMPARATIVE STUDY FOR THE PREDICTION OF HEART ATTACK RISK AND ASSOCIATED FACTORS USING MLP AND RBF NEURAL NETWORKS

YILMAZ R., YAĞIN F. H.
The Journal of Cognitive Systems , vol.6, no.2, pp.51-54, 2021 (Peer-Reviewed Journal)

Comparison of Performances of Associative Classification Methods for Cervical Cancer Prediction: Observational Study

YAĞIN F. H., Yağın B., ARSLAN A. K., ÇOLAK C.
Türkiye Klinikleri Biyoistatistik Dergisi , vol.13, no.3, pp.266-272, 2021 (Peer-Reviewed Journal) identifier

Detection of Risk Factors of Pcos Patients with Local Interpretable Model-Agnostic Explanations (Lime) Method That an Explainable Artificial Intelligence Model

BALIKÇI ÇİÇEK İ., KÜÇÜKAKÇALI Z., YAĞIN F. H.
The Journal of Cognitive Systems , no.2, 2021 (Peer-Reviewed Journal)

A Computer-Assisted Diagnosis Tool for Classifying COVID-19 based on Chest X-Ray Images

Yağın F. H., Güldoğan E., Ucuzal H., Çolak C.
KONURALP TIP DERGISI , vol.13, no.1, pp.438-441, 2021 (ESCI) Sustainable Development identifier

A WEB-BASED SOFTWARE FOR REPORTING GUIDELINES OF SCIENTIFIC RESEARCHES

Yağın B., Yağın F. H., Gözükara Bağ H. G., Çolak C.
The Journal of Cognitive Systems , vol.6, no.1, pp.39-43, 2021 (Peer-Reviewed Journal)

Classification of stroke with gradient boosting tree using smote-based oversampling method

YAĞIN F. H., BALIKÇI ÇİÇEK İ., KÜÇÜKAKÇALI Z.
Medicine Science , vol.10, no.4, pp.1510-1515, 2021 (Peer-Reviewed Journal) identifier

Interactive web-based software for evaluating diagnostic tests and roc curve analyses in health sciences

YAŞAR Ş., YAĞIN F. H., ARSLAN A. K., ÇOLAK C., YOLOĞLU S.
Annals of Medical Research , vol.28, 2021 (Peer-Reviewed Journal) identifier

A WEB-BASED SOFTWARE FOR THE CALCULATION OF THEORETICAL PROBABILITY DISTRIBUTIONS

YAĞIN F. H., GÜLDOĞAN E., ÇOLAK C.
The Journal of Cognitive Systems , vol.6, no.1, pp.45-50, 2020 (Peer-Reviewed Journal)

AN INTERACTIVE WEB-BASED SOFTWARE FOR EPIDEMIOLOGICAL RESEARCH DESIGNS

YAĞIN F. H., YAĞIN B., ÇOLAK C.
Middle Black Sea Journal of Health Science , vol.7, no.1, pp.122-131, 2020 (Peer-Reviewed Journal)

Evaluation of temperament/personality traits, alexithymia, psychiatric symptoms, and quality of life in female patients diagnosed with infertility

Yildiz S., Ugur K., Sandogan E., Yagin F. H., Akkus M.
CUKUROVA MEDICAL JOURNAL , vol.45, no.3, pp.1099-1107, 2020 (ESCI) Sustainable Development identifier

Refereed Congress / Symposium Publications in Proceedings

PREDICTION OF DISTANT METASTASIS OF BREAST CANCER WITH ARTIFICIAL INTELLIGENCE METHODS BASED ON GENOMIC PREDICTORS

YAĞIN F. H., YAŞAR Ş., ÇOLAK C., TURTAY M. G.
9th INTERNATIONAL CRITICAL CARE AND EMERGENCY MEDICINE CONGRESS INTERCONTINENTAL EMERGENCY MEDICINE CONGRESS, Antalya, Turkey, 27 - 30 October 2022, pp.317 Sustainable Development

THE PREDICTION OF HYPOTHYROIDISM WITH THE XGBOOST MODEL BASED ON CLINICAL DATA AND DETERMINED OF RISK FACTORS

YAŞAR Ş., YAĞIN F. H., EVREN B., ÇOLAK C., TURTAY M. G.
9th INTERNATIONAL CRITICAL CARE AND EMERGENCY MEDICINE CONGRESS INTERCONTINENTAL EMERGENCY MEDICINE CONGRESS, Antalya, Turkey, 27 - 30 October 2022, pp.332-333

THE CLASSIFICATION OF HYPERTENSION WITH THE BAGGED CART MODEL AND DETERMINED OF RISK FACTORS

YAŞAR Ş., YAĞIN F. H., EVREN B., ÇOLAK C., TURTAY M. G.
9th INTERNATIONAL CRITICAL CARE AND EMERGENCY MEDICINE CONGRESS INTERCONTINENTAL EMERGENCY MEDICINE CONGRESS, 27 - 30 October 2022, pp.329-330

Data Preprocessing For Data Mining In Sports Science

YAĞIN F. H., EKEN Ö., BAYER R.
Latin America 4th International Conference On Scientific Researches, Mexico City, Mexico, 3 - 06 November 2022, pp.428-432

Association Rules Mining Methods in Sports Sciences

YAĞIN F. H., EKEN Ö., BAYER R.
Latin America 4th International Conference On Scientific Researches, Mexico City, Mexico, 3 - 06 November 2022, pp.433-437

The Impact of High-Intensity Interval Training Done At Different Times of The Day On Certain Performance Parameters

EKEN Ö., BAYER R., YAĞIN F. H.
10th International Conference on Applied Sciences, Diyarbakır, Turkey, 15 October 2022

The Influence of Varying Dynamic Stretching Exercise Durations on Judokas’ Agility Performances

EKEN Ö., BAYER R., YAĞIN F. H.
10th International Conference On Applied Sciences, Diyarbakır, Turkey, 9 - 10 October 2022, pp.74-81

Masaj Günlük Varyasyonda Anaerobik Performans Değişimine Etki Eder mi?

BAYER R., EKEN Ö., YAĞIN F. H.
Karadeniz 10th International Conference on Applied Sciences, Samsun, Turkey, 17 - 18 September 2022, pp.1-11

Diurnal Varyasyon Kapsamında Uygulanan Aromaterapi Masajının Tekrarlanan Sprint Performansına Akut Etkisi

BAYER R., EKEN Ö., YAĞIN F. H.
KARADENIZ 10th INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, Samsun, Turkey, 17 September 2022

Gen İfade Veri Setinde Boyut İndirgeme Yöntemlerinin Sınıflama Performansına Etkilerinin Karşılaştırılması

YAĞIN F. H., GÖZÜKARA BAĞ H. G.
XXII. Ulusal ve V. Uluslararası Biyoistatistik Kongresi, Turkey, 28 October 2021

Kalp Yetmezliği Hastalarında Sağkalım Tahmini İçin Makine Öğrenmesi Modellerinin Performanslarının Karşılaştırılması Ve Sağkalım İle İlişkili En Önemli Faktörlerin Belirlenmesi

YILMAZ R., YAĞIN F. H.
XXII. Ulusal ve V. Uluslararası Biyoistatistik Kongresi, Turkey, 28 October 2019

KARDİYOVASKÜLER HASTALIĞA SAHİP BİREYLERDE KORONAVİRÜS-19 FOBİSİ VE DEPRESYONUN DEĞERLENDİRİLMESİ

CANSEL N., KARACA Y., YAĞIN F. H.
6. PSIKIYATRI ZIRVESI & 13. ANKSIYETE KONGRESI, Antalya, Turkey, 4 - 07 November 2021, pp.174

İNFERTİLİTE TANILI KADIN HASTALARDA ALEKSİTİMİ, YAŞAM KALİTESİNİN DEĞERLENDİRİLMESİ

UĞUR K., YILDIZ S., YAĞIN F. H., KAZĞAN KILIÇASLAN A.
5. PSİKİYATRİ ZİRVESİ & 12. ANKSİYETE KONGRESİ, 28 October 2020

An Interactive Web Tool for Classification Problems Based on Machine Learning Algorithms Using Java Programming Language: Data Classification Software

PERÇİN İ., YAĞIN F. H., ARSLAN A. K., ÇOLAK C.
2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), 11 October 2019

ARM: An Interactive Web Software for Association Rules Mining and an Application in Medicine

PERÇİN İ., YAĞIN F. H., GÜLDOĞAN E., YOLOĞLU S.
2019 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 21 - 22 September 2019

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