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Researchers
Zeynep Küçükakçalı
Zeynep Küçükakçalı
Res. Assist. Dr.
İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ
Publication
22
Review
5
CrossRef Cited
20
TR Dizin Cited
3
22
Publication
5
Review
20
CrossRef Cited
3
TR Dizin Cited
0000-0001-7956-9272
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Summary
Publications
Peer Review
Cited
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
419
0
CITED
1
FAVORITE
419
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
304
0
CITED
1
FAVORITE
304
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
351
0
CITED
1
FAVORITE
351
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
194
0
FAVORITE
194
TOTAL DOWNLOAD COUNT
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
184
0
FAVORITE
184
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
854
0
FAVORITE
854
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
157
0
FAVORITE
157
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
304
1
FAVORITE
304
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
351
1
FAVORITE
351
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
346
0
FAVORITE
346
TOTAL DOWNLOAD COUNT
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
349
0
FAVORITE
349
TOTAL DOWNLOAD COUNT
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
241
0
FAVORITE
241
TOTAL DOWNLOAD COUNT
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
468
0
FAVORITE
468
TOTAL DOWNLOAD COUNT
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
328
0
FAVORITE
328
TOTAL DOWNLOAD COUNT
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
342
0
FAVORITE
342
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
348
0
FAVORITE
348
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
317
0
FAVORITE
317
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
1090
0
FAVORITE
1090
TOTAL DOWNLOAD COUNT
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
1716
0
FAVORITE
1716
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
419
1
FAVORITE
419
TOTAL DOWNLOAD COUNT
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
776
0
FAVORITE
776
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
254
0
FAVORITE
254
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
322
0
FAVORITE
322
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
435
0
FAVORITE
435
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
380
0
FAVORITE
380
TOTAL DOWNLOAD COUNT
Articles published in
Black Sea Journal of Health Science
Cukurova Medical Journal
Journal of Istanbul Faculty of Medicine
Medical Records
Middle Black Sea Journal of Health Science
ODÜ Tıp Dergisi
The Journal of Cognitive Systems
Reviews
The Journal of Cognitive Systems
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
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
854
1
CITED
0
FAVORITE
854
TOTAL DOWNLOAD COUNT
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
349
2
CITED
0
FAVORITE
349
TOTAL DOWNLOAD COUNT
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
328
2
CITED
0
FAVORITE
328
TOTAL DOWNLOAD COUNT
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
342
1
CITED
0
FAVORITE
342
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
317
1
CITED
0
FAVORITE
317
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
4
FAVORITE
0
TOTAL DOWNLOAD COUNT
1090
4
CITED
0
FAVORITE
1090
TOTAL DOWNLOAD COUNT
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
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
1716
1
CITED
0
FAVORITE
1716
TOTAL DOWNLOAD COUNT
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
6
FAVORITE
0
TOTAL DOWNLOAD COUNT
776
6
CITED
0
FAVORITE
776
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
380
2
CITED
0
FAVORITE
380
TOTAL DOWNLOAD COUNT
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