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Researchers
İpek Balıkçı Çiçek
İpek Balıkçı Çiçek
Res. Assist.
İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ
Publication
24
Review
1
CrossRef Cited
7
24
Publication
1
Review
7
CrossRef Cited
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Publications
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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
377
0
CITED
1
FAVORITE
377
TOTAL DOWNLOAD COUNT
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
348
0
CITED
1
FAVORITE
348
TOTAL DOWNLOAD COUNT
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
250
0
CITED
1
FAVORITE
250
TOTAL DOWNLOAD COUNT
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
281
0
CITED
1
FAVORITE
281
TOTAL DOWNLOAD COUNT
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
57
0
FAVORITE
57
TOTAL DOWNLOAD COUNT
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
61
0
FAVORITE
61
TOTAL DOWNLOAD COUNT
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
568
0
FAVORITE
568
TOTAL DOWNLOAD COUNT
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
98
0
FAVORITE
98
TOTAL DOWNLOAD COUNT
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
250
1
FAVORITE
250
TOTAL DOWNLOAD COUNT
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
281
1
FAVORITE
281
TOTAL DOWNLOAD COUNT
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
244
0
FAVORITE
244
TOTAL DOWNLOAD COUNT
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
146
0
FAVORITE
146
TOTAL DOWNLOAD COUNT
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
472
0
FAVORITE
472
TOTAL DOWNLOAD COUNT
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
549
0
FAVORITE
549
TOTAL DOWNLOAD COUNT
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
267
0
FAVORITE
267
TOTAL DOWNLOAD COUNT
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
276
0
FAVORITE
276
TOTAL DOWNLOAD COUNT
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
348
1
FAVORITE
348
TOTAL DOWNLOAD COUNT
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
887
0
FAVORITE
887
TOTAL DOWNLOAD COUNT
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
178
0
FAVORITE
178
TOTAL DOWNLOAD COUNT
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
272
0
FAVORITE
272
TOTAL DOWNLOAD COUNT
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
210
0
FAVORITE
210
TOTAL DOWNLOAD COUNT
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
454
0
FAVORITE
454
TOTAL DOWNLOAD COUNT
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
372
0
FAVORITE
372
TOTAL DOWNLOAD COUNT
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
377
1
FAVORITE
377
TOTAL DOWNLOAD COUNT
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
340
0
FAVORITE
340
TOTAL DOWNLOAD COUNT
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
206
0
FAVORITE
206
TOTAL DOWNLOAD COUNT
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
328
0
FAVORITE
328
TOTAL DOWNLOAD COUNT
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
449
0
FAVORITE
449
TOTAL DOWNLOAD COUNT
Articles published in
Balkan Journal of Electrical and Computer Engineering
Black Sea Journal of Health Science
Fırat University Journal of Engineering Science
Konuralp Medical Journal
Middle Black Sea Journal of Health Science
ODÜ Tıp Dergisi
The Journal of Cognitive Systems
Reviews
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
472
1
CITED
0
FAVORITE
472
TOTAL DOWNLOAD COUNT
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
549
1
CITED
0
FAVORITE
549
TOTAL DOWNLOAD COUNT
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
276
1
CITED
0
FAVORITE
276
TOTAL DOWNLOAD COUNT
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
2
FAVORITE
0
TOTAL DOWNLOAD COUNT
887
2
CITED
0
FAVORITE
887
TOTAL DOWNLOAD COUNT
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
340
2
CITED
0
FAVORITE
340
TOTAL DOWNLOAD COUNT
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