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Researchers
Zeynep Küçükakçalı
Zeynep Küçükakçalı
Res. Assist. Dr.
İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ
Publication
22
Review
5
CrossRef Cited
15
TR Dizin Cited
3
22
Publication
5
Review
15
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
350
0
CITED
1
FAVORITE
350
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
251
0
CITED
1
FAVORITE
251
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
282
0
CITED
1
FAVORITE
282
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
62
0
FAVORITE
62
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
135
0
FAVORITE
135
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
576
0
FAVORITE
576
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
99
0
FAVORITE
99
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
251
1
FAVORITE
251
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
282
1
FAVORITE
282
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
247
0
FAVORITE
247
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
279
0
FAVORITE
279
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
186
0
FAVORITE
186
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
405
0
FAVORITE
405
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
276
0
FAVORITE
276
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
271
0
FAVORITE
271
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
278
0
FAVORITE
278
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
893
0
FAVORITE
893
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
1451
0
FAVORITE
1451
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
350
1
FAVORITE
350
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
691
0
FAVORITE
691
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
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
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
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
341
0
FAVORITE
341
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
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
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
279
1
CITED
0
FAVORITE
279
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
276
2
CITED
0
FAVORITE
276
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
278
1
CITED
0
FAVORITE
278
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
893
2
CITED
0
FAVORITE
893
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
1451
1
CITED
0
FAVORITE
1451
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
691
6
CITED
0
FAVORITE
691
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
341
2
CITED
0
FAVORITE
341
TOTAL DOWNLOAD COUNT
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