Search Results - "Arslan, Tuncer"

Classification of normal sinus rhythm, abnormal arrhythmia and congestive heart failure ECG signals using LSTM and hybrid CNN-SVM deep neural networks by Çınar, Ahmet, Tuncer, Seda Arslan

“…Effective monitoring of heart patients according to heart signals can save a huge amount of life. In the last decade, the classification and prediction of…”
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Determination of the effect of red blood cell parameters in the discrimination of iron deficiency anemia and beta thalassemia via Neighborhood Component Analysis Feature Selection-Based machine learning by Ayyıldız, Hakan, Arslan Tuncer, Seda

“…Differential diagnosis of iron deficiency anemia (IDA) and β-thalassemia is a time-taking and costly procedure. Complete blood count (CBC) is a quick,…”
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Is it possible to determine antibiotic resistance of E. coli by analyzing laboratory data with machine learning? by Ayyıldız, Hakan, Arslan Tuncer, Seda

“…Microbial antibiotic resistance remains a serious public health problem worldwide. Conventional culture-based techniques are time-taking procedures; therefore,…”
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Classification of EMG signals taken from arm with hybrid CNN‐SVM architecture by Tuncer, Seda Arslan, Alkan, Ahmet

“…Analysis based on the classification of electromyography (EMG) signals, the bioelectrical signs that appear during the contraction of the muscles, can be used…”
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A deep learning-based decision support system for diagnosis of OSAS using PTT signals by Arslan Tuncer, Seda, Akılotu, Beyza, Toraman, Suat

“…Sleep disorders, which negatively affect an individual’s daily quality of life, are a common problem for most of society. The most dangerous sleep disorder is…”
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True Random Number Generation from Bioelectrical and Physical Signals by Arslan Tuncer, Seda, Kaya, Turgay

“…It is possible to generate personally identifiable random numbers to be used in some particular applications, such as authentication and key generation. This…”
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YOLOv5 based detector for eight different urine particles components on single board computer by Çınar, Ahmet, Erkuş, Merve, Tuncer, Taner, Ayyıldız, Hakan, Tuncer, Seda Arslan

“…Urine sediment examination (USE) is an important issue in the detection of urinary system diseases and is a prerequisite, especially in the diagnosis of kidney…”
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Human Psychological Disorder towards Cryptography: True Random Number Generator from EEG of Schizophrenics and Its Application in Block Encryption’s Substitution Box by Khan, Muhammad Fahad, Saleem, Khalid, Hazzazi, Mohammad Mazyad, Alotaibi, Mohammed, Shukla, Piyush Kumar, Aqeel, Muhammad, Tuncer, Seda Arslan

“…Schizophrenia is a multifaceted chronic psychiatric disorder that affects the way a human thinks, feels, and behaves. Inevitably, natural randomness exists in…”
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Can laboratory parameters be an alternative to CT and RT‐PCR in the diagnosis of COVID‐19? A machine learning approach by Kalaycı, Mehmet, Ayyıldız, Hakan, Tuncer, Seda Arslan, Bozdag, Pinar Gundogan, Karlidag, Gulden Eser

“…In this study, a machine learning‐based decision support system that uses routine laboratory parameters has been proposed in order to increase the diagnostic…”
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YOLOv8-Based System for Nail Capillary Detection on a Single-Board Computer by Tuncer, Seda Arslan, Yildirim, Muhammed, Tuncer, Taner, Mülayim, Mehmet Kamil

“…Nail capillaroscopic examination is an inexpensive and easily applicable method to identify capillary morphological changes in patients with conditions such as…”
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Utilizing Aerobic Capacity Data for EDSS Score Estimation in Multiple Sclerosis: A Machine Learning Approach by Tuncer, Seda Arslan, Danacı, Cagla, Bilek, Furkan, Demir, Caner Feyzi, Tuncer, Taner

“…The Expanded Disability Status Scale (EDSS) is the most popular method to assess disease progression and treatment effectiveness in patients with multiple…”
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Determination of Ataxia with EfficientNet Models in Person with Early MS using Plantar Pressure Distribution Signals by Tuncer, Taner, Sesli, Aslı, Tuncer, Seda Arslan

“…Multiple Sclerosis (MS) is a central nervous system disease that causes ataxia and balance disorders. In ataxia, the first symptom is usually seen as gait…”
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Incorporating Feature Selection Methods into Machine Learning-Based Covid-19 Diagnosis by Danacı, Çağla, Tuncer, Seda Arslan

“…The aim of the study is to diagnose Covid-19 by machine learning algorithms using biochemical parameters. In addition to the aim of the study, October…”
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Deep Multi-Modal Fusion Model for Identification of Eight Different Particles in Urinary Sediment by Tuncer, Seda Arslan, Çınar, Ahmet, Erkuş, Merve, Tuncer, Taner

“…Urine sediment examination (USE) is an essential aspect in detecting urinary system diseases, and it is a prerequisite for diagnostic procedures. Urine images…”
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Structurally Modified Firefly Luciferase. Effects of Amino Acid Substitution at Position 286 by Arslan, Tuncer, Mamaev, Sergey V, Mamaeva, Natalia V, Hecht, Sidney M

“…Ser was replaced at position 286 of firefly luciferase (Luciola mingrelica) by a series of naturally occurring and unnatural amino acids. The effect of these…”
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Determining and Measuring the Amount of Region Having COVID-19 on Lung Images by Tuncer, Seda Arslan, Çınar, Ahmet, Tuncer, Taner, Çolak, Fatih

“…It is important to know how much the lungs are affected in the course of the disease in patients with COVID-19. Detecting infected tissues on CT lung images…”
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Firefly Luciferase:  Alteration of the Color of Emitted Light Resulting from Substitutions at Position 286 by Mamaev, Sergey V, Laikhter, Andrei L, Arslan, Tuncer, Hecht, Sidney M

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Use of spermidine to preserve organic acids, polyphenols, and quality of cold stored plum fruits by Gundogdu, Muttalip, Güler, Emrah, Ağlar, Erdal, Arslan, Tuncer, Kan, Tuncay, Çelik, Kenan

“…One of the primary goals of fruit production and storage is to ensure pre-and post-harvest food quality. Polyamines have recently been used to improve food…”
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Detection of Mucous Retention Cysts Using Deep Learning Methods on Panoramic Radiographs by Coşgun Baybars, Sümeyye, Danacı, Çağla, Arslan Tuncer, Seda

“…Aim: This study aimed to perform clinical diagnosis and treatment planning of mucous retention cysts with high accuracy and low error using the deep…”
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Deep Convolutional Neural Network Model for the Differential Diagnosis of Schizophrenia Using EEG Signals by Demirdöğen, Filiz, Danacı, Çağla, Arslan Tuncer, Seda, Akkuş, Mustafa, Yıldız, Sevler

“…Objective: One of the serious mental disorders in which people interpret reality in an abnormal situation is schizophrenia. A combination of extremely…”
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