Fatma Hilal Yağın profile image
Fatma Hilal Yağın Asst. Prof. Dr. MALATYA TURGUT OZAL UNIVERSITY
Publication 17 Review 2 CrossRef Cited 83
17 Publication
2 Review
83 CrossRef Cited

Research Fields

Bioinformatics Artificial Intelligence (Other) Biostatistics

Institution

MALATYA TURGUT OZAL UNIVERSITY

Popular Publications

A COMPARATIVE STUDY FOR THE PREDICTION OF HEART ATTACK RISK AND ASSOCIATED FACTORS USING MLP AND RBF NEURAL NETWORKS
Authors: Rüstem Yılmaz , Fatma Hilal Yağın
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1001680
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 1783

4

1

1783

Performance Comparison of Neural Network-Based Models in the Classification of Polycystic Ovary Syndrome Disease
Authors: Zeynep Küçükakçalı , Fatma Hilal Yağın , İpek Balıkçı Çiçek
Published: 2023 , Black Sea Journal of Health Science
DOI: 10.19127/bshealthscience.1144271
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 791

0

1

791

Publications

Evaluation of the knowledge, attitudes and concerns of the mothers of children who applied to the hospital during the COVID-19 pandemic
Authors: Şenay Güven Baysal , Betül Yıldız Aknar , Fatma Hilal Yağın , Derya Doğan , Cengiz Yakıncı
Published: 2023 , Anatolian Clinic the Journal of Medical Sciences
DOI: 10.21673/anadoluklin.1179837
FAVORITE 0 TOTAL DOWNLOAD COUNT 598

0

598

Effect of different specific warm-up protocols and time of day on optimum power performance in kickboxers
Authors: Ramazan Bayer , Hadi Nobarı , Özgür Eken , Serdar Bayrakdaroğlu , Hürmüz Koç , Elena Mainer Pardos , Fatma Hilal Yağın
Published: 2023 , Turkish Journal of Kinesiology
DOI: 10.31459/turkjkin.1225476
FAVORITE 0 TOTAL DOWNLOAD COUNT 1294

0

1294

Massage Therapy May Help Pain and Endurance Performance in Modern Pentathlon Athletes with Plantar Fasciitis.
Authors: Ramazan Bayer , Duygu Yaralı Bingöl , Özgür Eken , Fatma Hilal Yağın , Serdar Bayrakdaroğlu , Eda Bayer
Published: 2023 , Mediterranean Journal of Sport Science
DOI: 10.38021/asbid.1179909
FAVORITE 0 TOTAL DOWNLOAD COUNT 1539

0

1539

Performance Comparison of Neural Network-Based Models in the Classification of Polycystic Ovary Syndrome Disease
Authors: Zeynep Küçükakçalı , Fatma Hilal Yağın , İpek Balıkçı Çiçek
Published: 2023 , Black Sea Journal of Health Science
DOI: 10.19127/bshealthscience.1144271
FAVORITE 1 TOTAL DOWNLOAD COUNT 791

1

791

Machine learning approach for classification of prostate cancer based on clinical biomarkers
Authors: Onural Özhan , Fatma Hilal Yağın
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1221425
FAVORITE 0 TOTAL DOWNLOAD COUNT 2065

0

2065

Genomic Biomarkers of Metastasis in Breast Cancer Patients: A Machine Learning Approach
Authors: Feyza İnceoğlu , Fatma Hilal Yağın
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1211185
FAVORITE 0 TOTAL DOWNLOAD COUNT 890

0

890

Artificial Intelligence-based Colon Cancer Prediction by Identifying Genomic Biomarkers
Authors: Nur Paksoy , Fatma Hilal Yağın
Published: 2022 , Medical Records
DOI: 10.37990/medr.1077024
FAVORITE 0 TOTAL DOWNLOAD COUNT 1485

0

1485

Evaluation of Coronavirus Phobia and Depression in Patients With Cardiovascular Disease
Authors: Neslihan Cansel , Yücel Karaca , Fatma Hilal Yağın
Published: 2022 , KSU Medical Journal
DOI: 10.17517/ksutfd.994994
FAVORITE 0 TOTAL DOWNLOAD COUNT 649

0

649

Development of a Python-Based Classification Web Interface for Independent Datasets
Authors: İpek Balıkçı Çiçek , İlhami Sel , Fatma Hilal Yağın , Cemil Çolak
Published: 2022 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.949935
FAVORITE 0 TOTAL DOWNLOAD COUNT 1142

0

1142

Early Detection of Coronary Heart Disease Based on Machine Learning Methods
Authors: Rüstem Yılmaz , Fatma Hilal Yağın
Published: 2022 , Medical Records
DOI: 10.37990/medr.1011924
FAVORITE 0 TOTAL DOWNLOAD COUNT 6356

0

6356

The Effects of Variable Selection and Dimension Reduction Methods on the Classification Model in the Small Round Blue Cell Tumor Dataset
Authors: Fatma Hilal Yağın , Zeynep Küçükakçalı , İpek Balıkçı Çiçek , Harika Gözükara Bağ
Published: 2021 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.994625
FAVORITE 0 TOTAL DOWNLOAD COUNT 658

0

658

Detection of risk factors of PCOS patients with Local Interpretable Model-agnostic Explanations (LIME) Method that an explainable artificial intelligence model
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı , Fatma Hilal Yağın
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1004847
FAVORITE 0 TOTAL DOWNLOAD COUNT 2025

0

2025

A COMPARATIVE STUDY FOR THE PREDICTION OF HEART ATTACK RISK AND ASSOCIATED FACTORS USING MLP AND RBF NEURAL NETWORKS
Authors: Rüstem Yılmaz , Fatma Hilal Yağın
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1001680
FAVORITE 1 TOTAL DOWNLOAD COUNT 1783

1

1783

A Computer-Assisted Diagnosis Tool for Classifying COVID-19 based on Chest X-Ray Images
Authors: Fatma Hilal Yağın , Emek Güldoğan , Hasan Ucuzal , Cemil Çolak
Published: 2021 , Konuralp Medical Journal
DOI: 10.18521/ktd.947192
FAVORITE 0 TOTAL DOWNLOAD COUNT 859

0

859

A WEB-BASED SOFTWARE FOR REPORTING GUIDELINES OF SCIENTIFIC RESEARCHES
Authors: Burak Yağın , Fatma Hilal Yağın , Harika Gözükara , Cemil Çolak
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.916182
FAVORITE 0 TOTAL DOWNLOAD COUNT 1022

0

1022

A WEB-BASED SOFTWARE FOR THE CALCULATION OF THEORETICAL PROBABILITY DISTRIBUTIONS
Authors: Fatma Hilal Yağın , Emek Güldoğan , Cemil Çolak
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.878742
FAVORITE 0 TOTAL DOWNLOAD COUNT 1195

0

1195

An Interactive Web-Based Software for Epidemiological Research Designs
Authors: Fatma Hilal Yağın , Burak Yağın, Cemil Çolak
Published: 2021 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.899812
FAVORITE 0 TOTAL DOWNLOAD COUNT 870

0

870

Articles published in
Anatolian Clinic the Journal of Medical Sciences
Anatolian Clinic the Journal of Medical Sciences
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Black Sea Journal of Health Science
Black Sea Journal of Health Science
Konuralp Medical Journal
Konuralp Medical Journal
KSU Medical Journal
KSU Medical Journal
Medical Records
Medical Records
Mediterranean Journal of Sport Science
Mediterranean Journal of Sport Science
Middle Black Sea Journal of Health Science
Middle Black Sea Journal of Health Science
The Journal of Cognitive Systems
The Journal of Cognitive Systems
Turkish Journal of Kinesiology
Turkish Journal of Kinesiology
Editorial Board Memberships
Journal of Medical Topics and Updates
Journal of Medical Topics and Updates

Reviews

The Journal of Cognitive Systems
The Journal of Cognitive Systems
Turkish Journal of Kinesiology
Turkish Journal of Kinesiology

Publications

Effect of different specific warm-up protocols and time of day on optimum power performance in kickboxers
Authors: Ramazan Bayer , Hadi Nobarı , Özgür Eken , Serdar Bayrakdaroğlu , Hürmüz Koç , Elena Mainer Pardos , Fatma Hilal Yağın
Published: 2023 , Turkish Journal of Kinesiology
DOI: 10.31459/turkjkin.1225476
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1294

5

0

1294

Massage Therapy May Help Pain and Endurance Performance in Modern Pentathlon Athletes with Plantar Fasciitis.
Authors: Ramazan Bayer , Duygu Yaralı Bingöl , Özgür Eken , Fatma Hilal Yağın , Serdar Bayrakdaroğlu , Eda Bayer
Published: 2023 , Mediterranean Journal of Sport Science
DOI: 10.38021/asbid.1179909
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1539

1

0

1539

Machine learning approach for classification of prostate cancer based on clinical biomarkers
Authors: Onural Özhan , Fatma Hilal Yağın
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1221425
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 2065

6

0

2065

Genomic Biomarkers of Metastasis in Breast Cancer Patients: A Machine Learning Approach
Authors: Feyza İnceoğlu , Fatma Hilal Yağın
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1211185
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 890

1

0

890

Artificial Intelligence-based Colon Cancer Prediction by Identifying Genomic Biomarkers
Authors: Nur Paksoy , Fatma Hilal Yağın
Published: 2022 , Medical Records
DOI: 10.37990/medr.1077024
CITED 12 FAVORITE 0 TOTAL DOWNLOAD COUNT 1485

12

0

1485

Evaluation of Coronavirus Phobia and Depression in Patients With Cardiovascular Disease
Authors: Neslihan Cansel , Yücel Karaca , Fatma Hilal Yağın
Published: 2022 , KSU Medical Journal
DOI: 10.17517/ksutfd.994994
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 649

1

0

649

Development of a Python-Based Classification Web Interface for Independent Datasets
Authors: İpek Balıkçı Çiçek , İlhami Sel , Fatma Hilal Yağın , Cemil Çolak
Published: 2022 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.949935
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1142

1

0

1142

Early Detection of Coronary Heart Disease Based on Machine Learning Methods
Authors: Rüstem Yılmaz , Fatma Hilal Yağın
Published: 2022 , Medical Records
DOI: 10.37990/medr.1011924
CITED 27 FAVORITE 0 TOTAL DOWNLOAD COUNT 6356

27

0

6356

The Effects of Variable Selection and Dimension Reduction Methods on the Classification Model in the Small Round Blue Cell Tumor Dataset
Authors: Fatma Hilal Yağın , Zeynep Küçükakçalı , İpek Balıkçı Çiçek , Harika Gözükara Bağ
Published: 2021 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.994625
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 658

1

0

658

Detection of risk factors of PCOS patients with Local Interpretable Model-agnostic Explanations (LIME) Method that an explainable artificial intelligence model
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı , Fatma Hilal Yağın
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1004847
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2025

5

0

2025

A COMPARATIVE STUDY FOR THE PREDICTION OF HEART ATTACK RISK AND ASSOCIATED FACTORS USING MLP AND RBF NEURAL NETWORKS
Authors: Rüstem Yılmaz , Fatma Hilal Yağın
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1001680
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 1783

4

1

1783

A Computer-Assisted Diagnosis Tool for Classifying COVID-19 based on Chest X-Ray Images
Authors: Fatma Hilal Yağın , Emek Güldoğan , Hasan Ucuzal , Cemil Çolak
Published: 2021 , Konuralp Medical Journal
DOI: 10.18521/ktd.947192
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 859

7

0

859

A WEB-BASED SOFTWARE FOR REPORTING GUIDELINES OF SCIENTIFIC RESEARCHES
Authors: Burak Yağın , Fatma Hilal Yağın , Harika Gözükara , Cemil Çolak
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.916182
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 1022

7

0

1022

A WEB-BASED SOFTWARE FOR THE CALCULATION OF THEORETICAL PROBABILITY DISTRIBUTIONS
Authors: Fatma Hilal Yağın , Emek Güldoğan , Cemil Çolak
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.878742
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1195

4

0

1195

An Interactive Web-Based Software for Epidemiological Research Designs
Authors: Fatma Hilal Yağın , Burak Yağın, Cemil Çolak
Published: 2021 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.899812
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 870

1

0

870

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.