İpek Balıkçı Çiçek profile image
İpek Balıkçı Çiçek Res. Assist. İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ
Publication 27 Review 1 CrossRef Cited 15
27 Publication
1 Review
15 CrossRef Cited

Research Fields

Information Systems (Other) Biostatistics

Institution

İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ

Popular Publications

PERFORMANCE EVALUATION OF THE DEEP LEARNING MODELS IN THE CLASSIFICATION OF HEART ATTACK AND DETERMINATION OF RELATED FACTORS
Authors: Zeynep Tunç, İpek Balıkçı Çiçek , Emek Güldoğan
Published: 2020 , The Journal of Cognitive Systems
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 522

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1

522

Heart disease classification based on performance measures using a deep learning model
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1015210
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 518

0

1

518

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 442

0

1

442

Risk Prediction Model for Dementia by Deep Learning Using Clinical Data
Authors: Onural Özhan , Zeynep Küçükakçalı , İpek Balıkçı Çiçek
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1188283
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 536

1

1

536

Investigation of the relationship between foot length, foot pain and function
Authors: Emre Demirel , Gökçe Bağcı Uzun , İpek Balıkçı Çiçek
Published: 2024 , Journal of Medical Topics and Updates
DOI: 10.58651/jomtu.1583266
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 200

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1

200

Publications

THE IMPACT OF SMARTPHONE ADDICTION ON EMPATHY AMONG MEDICAL STUDENTS
Authors: Neslihan Cansel , Elif Beyza Avcı , Büşra Tutal , Fatma Zehra Alaca , Mobin Ghaffari , Gamze Kumaşoğlu , Melike Sena Çitil , Sema Küçükbiltekin , Feyza Nur Taner , İpek Balıkçı Çiçek
Published: 2025 , Journal of İnönü University Vocational School of Health Services
DOI: 10.33715/inonusaglik.1583915
FAVORITE 0 TOTAL DOWNLOAD COUNT 247

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247

Incidence and Morphologic Characteristics of Aberrant Subclavian Arteries: A Retrospective Cross-Sectional Study
Authors: Aydan Dursun , Aymelek Çetin , Serkan Sevgi , İpek Balıkçı Çiçek
Published: 2025 , Medical Records
DOI: 10.37990/medr.1532495
FAVORITE 0 TOTAL DOWNLOAD COUNT 443

0

443

Investigation of the relationship between foot length, foot pain and function
Authors: Emre Demirel , Gökçe Bağcı Uzun , İpek Balıkçı Çiçek
Published: 2024 , Journal of Medical Topics and Updates
DOI: 10.58651/jomtu.1583266
FAVORITE 1 TOTAL DOWNLOAD COUNT 200

1

200

A Developed Graphical User Interface-Based on Different Generative Pre-trained Transformers Models
Authors: Ekrem Küçük , İpek Balıkçı Çiçek , Zeynep Küçükakçalı , Cihan Yetiş , Cemil Çolak
Published: 2024 , ODÜ Tıp Dergisi
DOI: 10.56941/odutip.1413597
FAVORITE 0 TOTAL DOWNLOAD COUNT 457

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457

ConvMixer, VGG16 and ResNet101 Based Ensemble Learning Approach for Classification of Honey Bee Diseases
Authors: Hüseyin Üzen , Mustafa Altın , İpek Balıkçı Çiçek
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1326290
FAVORITE 0 TOTAL DOWNLOAD COUNT 467

0

467

Machine Learning Approach for Thyroid Cancer Diagnosis Using Clinical Data
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı
Published: 2023 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.1282265
FAVORITE 0 TOTAL DOWNLOAD COUNT 1344

0

1344

Determination of Genetic Alteration in Pancreatic Ductal Adenocarcinoma Tissues by Analysis of Gene Expression Data
Authors: Zeynep Küçükakçalı , İpek Balıkçı Çiçek
Published: 2023 , ODÜ Tıp Dergisi
DOI: 10.56941/odutip.1332361
FAVORITE 0 TOTAL DOWNLOAD COUNT 271

0

271

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 442

1

442

Risk Prediction Model for Dementia by Deep Learning Using Clinical Data
Authors: Onural Özhan , Zeynep Küçükakçalı , İpek Balıkçı Çiçek
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1188283
FAVORITE 1 TOTAL DOWNLOAD COUNT 536

1

536

Application with Multilayer Perceptron and Radial Basis Function from Neural Network-Based Methods to Predict Cervical Cancer
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı
Published: 2022 , ODÜ Tıp Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 514

0

514

A retrospective evaluation of the prevalence of anti-Echinococcusgranulosus in patients with suspected cystic echinococcosis at İnönü University Faculty of Medicine TurgutÖzal Medical Center between 2018 and 2022
Authors: Türkan Mutlu Yar , Tülay Aksoy, İpek Balıkçı Çiçek , Metin Atambay
Published: 2022 , ODÜ Tıp Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 313

0

313

Assessment of COVID-19-Related Genes Through Associative Classification Techniques
Authors: İpek Balıkçı Çiçek , Dr. Öğr. Üyesi Mehmet Onur Kaya , Cemil Çolak
Published: 2022 , Konuralp Medical Journal
DOI: 10.18521/ktd.958555
FAVORITE 0 TOTAL DOWNLOAD COUNT 735

0

735

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 775

0

775

Determination of factors related to coronary heart diseases by associative classification technique
Authors: Zeynep Küçükakçalı , İpek Balıkçı Çiçek
Published: 2021 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.1004917
FAVORITE 0 TOTAL DOWNLOAD COUNT 470

0

470

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 421

0

421

Heart disease classification based on performance measures using a deep learning model
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1015210
FAVORITE 1 TOTAL DOWNLOAD COUNT 518

1

518

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 1448

0

1448

CLASSIFICATION OF HYPOTHYROID DISEASE WITH EXTREME LEARNING MACHINE MODEL
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 603

0

603

DETERMINATION OF CRYPTOSPORIDIUM SPP. RISK FACTORS USING MULTILAYER PERCEPTRON NEURAL NETWORK AND RADIAL BASED FUNCTIONAL ARTIFICIAL NEURAL NETWORK METHOD
Authors: Ulku Karaman , İpek Balıkçı Çiçek
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 291

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291

COMPARISON OF DIFFERENT DECISION TREE MODELS IN CLASSIFICATION OF ANGINA PECTORIS DISEASE
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı , Emek Güldoğan
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 427

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427

ASSOCIATIVE CLASSIFICATION APPROACH CAN PREDICT PROSTATE CANCER BASED ON THE EXTRACTED ASSOCIATION RULES
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı , Cemil Çolak
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 344

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344

ASSESSMENT OF ASSOCIATIVE CLASSIFICATION APPROACH FOR PREDICTING MORTALITY BY HEART FAILURE
Authors: Zeynep Tunç, İpek Balıkçı Çiçek , Emek Güldoğan , Cemil Çolak
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 674

0

674

PERFORMANCE EVALUATION OF THE DEEP LEARNING MODELS IN THE CLASSIFICATION OF HEART ATTACK AND DETERMINATION OF RELATED FACTORS
Authors: Zeynep Tunç, İpek Balıkçı Çiçek , Emek Güldoğan
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 522

1

522

Classification of Prostate Cancer and Determination of Related Factors with Different Artificial Neural Network
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı
Published: 2020 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.798559
FAVORITE 0 TOTAL DOWNLOAD COUNT 535

0

535

PERFORMANCE EVALUATION OF THE ENSEMBLE LEARNING MODELS IN THE CLASSIFICATION OF CHRONIC KIDNEY FAILURE
Authors: Zeynep Tunç, İpek Balıkçı Çiçek
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 318

0

318

A Web-Based Software Developed for Bayesian Tests and an Application in Medicine
Authors: İpek Balıkçı Çiçek , Şeyma Yaşar , Zeynep Tunç, Cemil Çolak
Published: 2020 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.752102
FAVORITE 0 TOTAL DOWNLOAD COUNT 455

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455

A NOVEL INTERPRETABLE WEB-BASED TOOL ON THE ASSOCIATIVE CLASSIFICATION METHODS: AN APPLICATION ON BREAST CANCER DATASET
Authors: Ahmet Kadir Arslan , Zeynep Tunç, İpek Balıkçı Çiçek , Cemil Çolak
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 760

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760

Articles published in
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
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Journal of İnönü University Vocational School of Health Services
Journal of İnönü University Vocational School of Health Services
Journal of Medical Topics and Updates
Journal of Medical Topics and Updates
Konuralp Medical Journal
Konuralp Medical Journal
Medical Records
Medical Records
Middle Black Sea Journal of Health Science
Middle Black Sea Journal of Health Science
ODÜ Tıp Dergisi
ODÜ Tıp Dergisi
The Journal of Cognitive Systems
The Journal of Cognitive Systems

Reviews

Konuralp Medical Journal
Konuralp Medical Journal

Publications

Machine Learning Approach for Thyroid Cancer Diagnosis Using Clinical Data
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı
Published: 2023 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.1282265
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1344

4

0

1344

Risk Prediction Model for Dementia by Deep Learning Using Clinical Data
Authors: Onural Özhan , Zeynep Küçükakçalı , İpek Balıkçı Çiçek
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1188283
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 536

1

1

536

Assessment of COVID-19-Related Genes Through Associative Classification Techniques
Authors: İpek Balıkçı Çiçek , Dr. Öğr. Üyesi Mehmet Onur Kaya , Cemil Çolak
Published: 2022 , Konuralp Medical Journal
DOI: 10.18521/ktd.958555
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 735

1

0

735

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 775

1

0

775

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 421

1

0

421

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 1448

5

0

1448

Classification of Prostate Cancer and Determination of Related Factors with Different Artificial Neural Network
Authors: İpek Balıkçı Çiçek , Zeynep Küçükakçalı
Published: 2020 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.798559
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 535

2

0

535

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.
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