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Fatma Hilal Yagin
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Year
Early detection of coronary heart disease based on machine learning methods
R Yılmaz, FH Yağın
Medical Records 4 (1), 1-6, 2022
582022
Explainable artificial intelligence model for identifying COVID-19 gene biomarkers
FH Yagin, İB Cicek, A Alkhateeb, B Yagin, C Colak, M Azzeh, S Akbulut
Computers in Biology and Medicine 154, 106619, 2023
552023
Effects of home confinement on physical activity, nutrition, and sleep quality during the COVID-19 outbreak in amateur and elite athletes
M Taheri, K Irandoust, LF Reynoso Sánchez, H Muñoz Helú, ...
Frontiers in Nutrition 10, 460, 2023
412023
Exploring of obesity, physical activity, and digital game addiction levels among adolescents: A study on machine learning-based prediction of digital game addiction
M Gülü, FH Yagin, I Gocer, H Yapici, E Ayyildiz, FM Clemente, LP Ardigò, ...
Frontiers in Psychology 14, 680, 2023
302023
ARM: An interactive web software for association rules mining and an application in medicine
İ Perçın, FH Yağin, E Güldoğan, S Yoloğlu
2019 International Artificial Intelligence and Data Processing Symposium …, 2019
232019
A web-based software for reporting guidelines of scientific researches
B Yağın, FH Yağın, H Gözükara, C Colak
The Journal of Cognitive Systems 6 (1), 39-43, 2021
222021
Effects of combined aerobic exercise and diet on cardiometabolic health in patients with obesity and type 2 diabetes: a systematic review and meta-analysis
SB Al-Mhanna, S Rocha-Rodriguesc, M Mohamed, A Batrakoulis, ...
BMC Sports Science, Medicine and Rehabilitation 15 (1), 165, 2023
212023
Estimation of obesity levels with a trained neural network approach optimized by the Bayesian technique
FH Yagin, M Gülü, Y Gormez, A Castañeda-Babarro, C Colak, G Greco, ...
Applied Sciences 13 (6), 3875, 2023
182023
Artificial intelligence-based colon cancer prediction by identifying genomic biomarkers
N Paksoy, FH Yağın
Medical Records 4 (2), 196-202, 2022
182022
A Fecal-Microbial-Extracellular-Vesicles-based Metabolomics Machine Learning Framework and biomarker discovery for predicting colorectal cancer patients
FH Yagin, A Alkhateeb, C Colak, M Azzeh, B Yagin, L Rueda
Metabolites 13 (5), 589, 2023
162023
An interactive web tool for classification problems based on machine learning algorithms using java programming language: data classification software
İ PERÇİN, FH YAĞIN, AK ARSLAN, C ÇOLAK
2019 3rd International symposium on multidisciplinary studies and innovative …, 2019
162019
Cancer metastasis prediction and genomic biomarker identification through machine learning and eXplainable artificial intelligence in breast cancer research
B Yagin, FH Yagin, C Colak, F Inceoglu, S Kadry, J Kim
Diagnostics 13 (21), 3314, 2023
152023
Prediction of perforated and nonperforated acute appendicitis using machine learning-based explainable artificial intelligence
S Akbulut, FH Yagin, IB Cicek, C Koc, C Colak, S Yilmaz
Diagnostics 13 (6), 1173, 2023
142023
A web-based software for the calculation of theoretical probability distributions
FH Yağın, E Güldoğan, C Colak
The Journal of Cognitive Systems 6 (1), 44-50, 2021
142021
Exploring the relationship between biological maturation level, muscle strength, and muscle power in adolescents
H Yapici, M Gulu, FH Yagin, O Eken, T Gabrys, V Knappova
Biology 11 (12), 1722, 2022
132022
Comparison of Performances of Associative Classification Methods for Cervical Cancer Prediction: Observational Study.
FH Yağin, B Yağin, AK ARSLAN, C ÇOLAK
Turkiye Klinikleri Journal of Biostatistics 13 (3), 2021
132021
An explainable artificial intelligence model proposed for the prediction of myalgic encephalomyelitis/chronic fatigue syndrome and the identification of distinctive metabolites
FH Yagin, A Alkhateeb, A Raza, NA Samee, NF Mahmoud, C Colak, ...
Diagnostics 13 (23), 3495, 2023
122023
Explainable artificial intelligence paves the way in precision diagnostics and biomarker discovery for the subclass of diabetic retinopathy in type 2 diabetics
FH Yagin, S Yasar, Y Gormez, B Yagin, A Pinar, A Alkhateeb, LP Ardigò
Metabolites 13 (12), 1204, 2023
112023
Estimation of obesity levels through the proposed predictive approach based on physical activity and nutritional habits
HG Gozukara Bag, FH Yagin, Y Gormez, PP González, C Colak, M Gülü, ...
Diagnostics 13 (18), 2949, 2023
112023
Examining barriers to participation in physical activity: a study of adults
H Yapici, FH Yagin, B Emlek, E Uca, E Ayyıldız, F Ahmedov, EG Rintaugu, ...
Journal of Exercise Science & Physical Activity Reviews 1 (1), 1-11, 2023
92023
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