Zeynep Küçükakçalı profile image
Zeynep Küçükakçalı Res. Assist. Dr. İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ
Publication 22 Review 6 CrossRef Cited 32 TR Dizin Cited 5
22 Publication
6 Review
32 CrossRef Cited
5 TR Dizin Cited
0000-0001-7956-9272

Research Fields

Big Data Biostatistics

Institution

İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ

Popular Publications

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 595

0

1

595

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 596

0

1

596

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 737

1

1

737

Publications

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 604

0

604

Establishing a Model for the Classification of Heart Attack and Identification of Associated Risk Factors with Machine Learning Methods
Authors: Zekeriya Doğan , Zeynep Küçükakçalı
Published: 2023 , ODÜ Tıp Dergisi
DOI: 10.56941/odutip.1345551
FAVORITE 0 TOTAL DOWNLOAD COUNT 563

0

563

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 1686

0

1686

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 362

0

362

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 596

1

596

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 737

1

737

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 641

0

641

Estimation of Risk Factors Related to Heart Attack with Xgboost That Machine Learning Model
Authors: Onural Özhan , Zeynep Küçükakçalı
Published: 2022 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.1142542
FAVORITE 0 TOTAL DOWNLOAD COUNT 724

0

724

MACHINE LEARNING-BASED CLASSIFICATION OF HBV AND HCV-RELATED HEPATOCELLULAR CARCINOMA USING GENOMIC BIOMARKERS
Authors: Sami Akbulut , Zeynep Küçükakçalı , Cemil Çolak
Published: 2022 , Journal of Istanbul Faculty of Medicine
DOI: 10.26650/IUITFD.1130442
FAVORITE 0 TOTAL DOWNLOAD COUNT 660

0

660

Classification of colorectal cancer based on gene sequencing data with XGBoost model: An application of public health informatics
Authors: Sami Akbulut , Zeynep Küçükakçalı , Cemil Çolak
Published: 2022 , Cukurova Medical Journal
DOI: 10.17826/cumj.1128653
FAVORITE 0 TOTAL DOWNLOAD COUNT 799

0

799

Investigation of Usability of Artificial Intelligence Semantic Video Processing Methods in Medicine
Authors: Hasan Ucuzal , Zeynep Küçükakçalı , Emek Güldoğan
Published: 2022 , Medical Records
DOI: 10.37990/medr.1093272
FAVORITE 0 TOTAL DOWNLOAD COUNT 697

0

697

Comparison of Least Squares and Principal Components Regression Analysis
Authors: Zeynep Küçükakçalı , Harika Gözükara Bağ
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1110343
FAVORITE 0 TOTAL DOWNLOAD COUNT 704

0

704

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 541

0

541

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 487

0

487

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 1727

0

1727

BREAST CANCER DIAGNOSIS BASED ON THERMOGRAPHY IMAGES USING PRE-TRAINED NETWORKS
Authors: Hasan Ucuzal , Muhammet Baykara , Zeynep Küçükakçalı
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.990948
FAVORITE 0 TOTAL DOWNLOAD COUNT 2695

0

2695

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 595

1

595

Transfer Learning-Based Classification of Breast Cancer using Ultrasound Images
Authors: Emek Güldoğan , Hasan Ucuzal, Zeynep Küçükakçalı , Cemil Çolak
Published: 2021 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.876667
FAVORITE 0 TOTAL DOWNLOAD COUNT 1158

0

1158

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 403

0

403

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 541

0

541

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 690

0

690

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 627

0

627

Articles published in
Black Sea Journal of Health Science
Black Sea Journal of Health Science
Cukurova Medical Journal
Cukurova Medical Journal
Journal of Istanbul Faculty of Medicine
Journal of Istanbul Faculty of Medicine
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

International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
The Journal of Cognitive Systems
The Journal of Cognitive Systems

Publications

Establishing a Model for the Classification of Heart Attack and Identification of Associated Risk Factors with Machine Learning Methods
Authors: Zekeriya Doğan , Zeynep Küçükakçalı
Published: 2023 , ODÜ Tıp Dergisi
DOI: 10.56941/odutip.1345551
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 563

1

0

563

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 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1686

6

0

1686

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 737

1

1

737

Estimation of Risk Factors Related to Heart Attack with Xgboost That Machine Learning Model
Authors: Onural Özhan , Zeynep Küçükakçalı
Published: 2022 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.1142542
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 724

2

0

724

Classification of colorectal cancer based on gene sequencing data with XGBoost model: An application of public health informatics
Authors: Sami Akbulut , Zeynep Küçükakçalı , Cemil Çolak
Published: 2022 , Cukurova Medical Journal
DOI: 10.17826/cumj.1128653
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 799

1

0

799

Investigation of Usability of Artificial Intelligence Semantic Video Processing Methods in Medicine
Authors: Hasan Ucuzal , Zeynep Küçükakçalı , Emek Güldoğan
Published: 2022 , Medical Records
DOI: 10.37990/medr.1093272
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 697

2

0

697

Comparison of Least Squares and Principal Components Regression Analysis
Authors: Zeynep Küçükakçalı , Harika Gözükara Bağ
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1110343
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 704

1

0

704

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 487

1

0

487

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 1727

5

0

1727

BREAST CANCER DIAGNOSIS BASED ON THERMOGRAPHY IMAGES USING PRE-TRAINED NETWORKS
Authors: Hasan Ucuzal , Muhammet Baykara , Zeynep Küçükakçalı
Published: 2021 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.990948
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2695

2

0

2695

Transfer Learning-Based Classification of Breast Cancer using Ultrasound Images
Authors: Emek Güldoğan , Hasan Ucuzal, Zeynep Küçükakçalı , Cemil Çolak
Published: 2021 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.876667
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 1158

8

0

1158

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 627

2

0

627

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.