Researchers İpek Balıkçı Çiçek
İpek Balıkçı Çiçek profile image
İpek Balıkçı Çiçek Res. Assist. İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ
Publication 24 Review 1 CrossRef Cited 8
24 Publication
1 Review
8 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 390

0

1

390

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 374

0

1

374

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 264

0

1

264

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 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 294

0

1

294

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 111

0

111

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 University Journal of Engineering Science
DOI: 10.35234/fumbd.1326290
FAVORITE 0 TOTAL DOWNLOAD COUNT 100

0

100

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 632

0

632

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 111

0

111

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 264

1

264

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 294

1

294

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 276

0

276

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 160

0

160

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 491

0

491

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 565

0

565

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 283

0

283

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 292

0

292

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 374

1

374

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 950

0

950

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 185

0

185

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 293

0

293

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 224

0

224

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 476

0

476

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 390

0

390

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 390

1

390

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 347

0

347

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 212

0

212

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 338

0

338

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 478

0

478

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 University Journal of Engineering Science
Fırat University Journal of Engineering Science
Konuralp Medical Journal
Konuralp Medical Journal
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

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 491

1

0

491

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 565

1

0

565

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 292

1

0

292

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 950

3

0

950

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 347

2

0

347

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.
Interactive Guide Tool
If you want to see the panel introduction, you can click Start Tour.