Arş.Gör. İPEK BALIKÇI ÇİÇEK

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Nephrotoxicity Development of a Clinical Decision Support System Based on Tree-Based Machine Learning Methods to Detect Diagnostic Biomarkers from Genomic Data in Methotrexate-Induced Rats

Cicek I. B., Colak C., Yologlu S., Kucukakcali Z., Ozhan O., Taslidere E., et al.

APPLIED SCIENCES-BASEL , cilt.1, ss.1, 2023 (SCI-Expanded)

Modeling Based on Ensemble Learning Methods for Detection of Diagnostic Biomarkers from LncRNA Data in Rats Treated with Cis-Platinum-Induced Hepatotoxicity.

Kucukakcali Z., Colak C., Gozukara Bag H. G., Balikci Cicek I., Ozhan O., Yildiz A., et al.

Diagnostics (Basel, Switzerland) , cilt.13, sa.9, 2023 (SCI-Expanded)

Evaluation of the relationship between nasal septal deviation and development of facial asymmetry with anthropometric measurements depending on age

Arpaci M. F., ÖZBAĞ D., AYDIN Ş., Senol D., Baykara R. A., BALIKÇI ÇİÇEK İ.

INTERNATIONAL JOURNAL OF PEDIATRIC OTORHINOLARYNGOLOGY , cilt.159, 2022 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

Machine learning-based forecasting of coronary artery disease risk factors and diagnostic insights

Dogan Z., BALIKCI CICEK I.

Annals of Medical Research , cilt.30, sa.9, ss.1112-1118, 2023 (Hakemli Dergi)

Machine Learning-Based Prediction of the Genetic Background of Colorectal Liver Metastasis Using Mirna Expression Data

KÜÇÜKAKÇALI Z., AKBULUT A. S., BALIKÇI ÇİÇEK İ., ÇOLAK C.

Clin Case Rep Int , cilt.23, sa.7, ss.1553, 2023 (Hakemli Dergi)

PERFORMANCE COMPARISON OF NEURAL NETWORK-BASED MODELS IN THE CLASSIFICATION OF POLYCYSTIC OVARY SYNDROME DISEASE

KÜÇÜKAKÇALI Z., YAĞIN F. H., BALIKÇI ÇİÇEK İ.

Black Sea Journal of Health Science , 2023 (Hakemli Dergi)

Risk Prediction of Liver Cancer based on the Proposed Artificial Intelligence Approach

KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ., YAĞIN F. H., AKBULUT A. S., ÇOLAK C.

J Inonu Liver Transpl Inst , cilt.1, sa.1, ss.5-9, 2023 (Hakemli Dergi)

Classification of Breast Cancer on the Strength of Potential Risk Factors with Boosting Models: A Public Health Informatics Application

AKBULUT A. S., BALIKÇI ÇİÇEK İ., ÇOLAK C.

HASEKI TIP BULTENI-MEDICAL BULLETIN OF HASEKI , cilt.60, sa.3, ss.196-203, 2022 (ESCI)

Assessment of COVID-19-Related Genes Through Associative Classification Techniques

BALIKÇI ÇİÇEK İ., Kaya M. O., ÇOLAK C.

KONURALP TIP DERGISI , cilt.14, sa.1, ss.1-8, 2022 (ESCI)

Comparison of Performance of Deep Survival and Cox Proportional Hazard Models: an Application on the Lung Cancer Dataset

AKBAŞ K. E., BALIKÇI ÇİÇEK İ., KAYA M. O., ÇOLAK C.

Medicine Science , cilt.11, sa.3, ss.1202-1206, 2022 (Hakemli Dergi) Sürdürülebilir Kalkınma

Heart disease classification based on performance measures using a deep learning model

BALIKÇI ÇİÇEK İ., KÜÇÜKAKÇALI Z.

The Journal of Cognitive Systems , sa.2, 2021 (Hakemli Dergi)

Determination of factors related to coronary heart diseases by associative classification technique

KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ.

Middle Black Sea Journal of Health Science , cilt.7, sa.3, ss.360-365, 2021 (Hakemli Dergi)

The Effects of Variable Selection And Dimension Reduction Methods On The Classification Model In The Small Round Blue Cell Tumor Dataset

YAĞIN F. H., KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ., GÖZÜKARA BAĞ H. G.

Middle Black Sea Journal of Health Science , 2021 (Hakemli Dergi)

DETERMINATION OF CRYPTOSPORIDIUM SPP. RISK FACTORS USING MULTILAYER PERCEPTRON NEURAL NETWORK AND RADIAL BASED FUNCTIONAL ARTIFICIAL NEURAL NETWORK METHOD

KARAMAN Ü., BALIKÇI ÇİÇEK İ.

The Journal of Cognitive Systems , cilt.5, sa.2, ss.83-87, 2020 (Hakemli Dergi)

PERFORMANCE EVALUATION OF THE DEEP LEARNING MODELS IN THE CLASSIFICATION OF HEART ATTACK AND DETERMINATION OF RELATED FACTORS

KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ., GÜLDOĞAN E.

The Journal of Cognitive Systems , 2020 (Hakemli Dergi)

CLASSIFICATION OF HYPOTHYROID DISEASE WITH EXTREMELEARNING MACHINE MODEL

BALIKÇI ÇİÇEK İ., KÜÇÜKAKÇALI Z.

The Journal of Cognitive Systems , 2020 (Hakemli Dergi)

Open Source Web Based Software on Random Assignment Methods and Usage: Random Assignment Software

ARSLAN A. K., BALIKÇI ÇİÇEK İ., ÇOLAK C.

Türkiye Klinikleri Biyoistatistik Dergisi , cilt.11, sa.3, ss.267-274, 2019 (Hakemli Dergi)

Preoperative evaluation of liver volume in living donor liver transplantation

BAŞKIRAN A., KAHRAMAN A., Cicek İ., Sahin T., IŞIK B., YILMAZ S.

NORTHERN CLINICS OF ISTANBUL , cilt.5, sa.1, ss.1-5, 2018 (ESCI)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

ESTIMATING RISK FACTORS ASSOCIATED WITH TYPE 2 DIABETES MELLITUS WITH THE RANDOM FOREST MODEL

KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ., ÇOLAK C., TURTAY M. G.

9th INTERNATIONAL CRITICAL CARE AND EMERGENCY MEDICINE CONGRESS INTERCONTINENTAL EMERGENCY MEDICINE CONGRESS, Antalya, Türkiye, 27 - 30 Ekim 2022, ss.312-313 Sürdürülebilir Kalkınma

A PROPOSED EXTREME GRADIENT BOOSTING MODEL FOR STROKE DISEASE PREDICTION

BALIKÇI ÇİÇEK İ., KÜÇÜKAKÇALI Z., ÇOLAK C., TURTAY M. G.

9th INTERCONTINENTAL EMERGENCY MEDICINE CONGRESS INTERNATIONAL CRITICAL CARE AND EMERGENCY MEDICINE CONGRESS, Antalya, Türkiye, 27 - 30 Ekim 2022, ss.308-309

STOCHASTIC GRADIENT BOOSTING CAN PREDICT THE CONDITION OF ANGINA PECTORIS

BALIKÇI ÇİÇEK İ., KÜÇÜKAKÇALI Z., ÇOLAK C., TURTAY M. G.

9th INTERNATIONAL CRITICAL CARE AND EMERGENCY MEDICINE CONGRESS INTERCONTINENTAL EMERGENCY MEDICINE CONGRESS, 27 - 30 Ekim 2022, ss.318-319

DETECTION OF RISK FACTORS WITH ASSOCIATIVE CLASSIFICATION FOR THE DIAGNOSIS OF CHRONIC KIDNEY FAILURE

KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ., ÇOLAK C., TURTAY M. G.

9th INTERCONTINENTAL EMERGENCY MEDICINE CONGRESS INTERNATIONAL CRITICAL CARE AND EMERGENCY MEDICINE CONGRESS, Antalya, Türkiye, 27 - 30 Ekim 2022, ss.310-311