Search Results - "Ahmet CINAR"
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Detection of tumors on brain MRI images using the hybrid convolutional neural network architecture
Published in Medical hypotheses (01-06-2020)“…Brain tumor is one of the dangerous and deadly cancer types seen in adults and children. Early and accurate diagnosis of brain tumor is important for the…”
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2
Convolutional Neural Networks based classification of breast ultrasonography images by hybrid method with respect to benign, malignant, and normal using mRMR
Published in Computers in biology and medicine (01-06-2021)“…Early diagnosis of breast lesions and differentiation of malignant lesions from benign lesions are important for the prognosis of breast cancer. In the…”
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3
Classification of normal sinus rhythm, abnormal arrhythmia and congestive heart failure ECG signals using LSTM and hybrid CNN-SVM deep neural networks
Published in Computer methods in biomechanics and biomedical engineering (01-02-2021)“…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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4
The effect of deep feature concatenation in the classification problem: An approach on COVID‐19 disease detection
Published in International journal of imaging systems and technology (01-01-2022)“…In image classification applications, the most important thing is to obtain useful features. Convolutional neural networks automatically learn the extracted…”
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Hybrid convolutional neural network based classification of bacterial, viral, and fungal diseases on tomato leaf images
Published in Concurrency and computation (15-02-2022)“…Summary Tomatoes can get many diseases at every stage of the cultivation process depending on environmental and climatic factors. Tomato growers sometimes…”
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Classification of lymphocytes, monocytes, eosinophils, and neutrophils on white blood cells using hybrid Alexnet-GoogleNet-SVM
Published in SN applied sciences (01-04-2021)“…White blood cells (WBC), which form the basis of the immune system, protect the body from foreign invaders and infectious diseases. While the number and…”
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A hybrid approach for efficient multi‐classification of white blood cells based on transfer learning techniques and traditional machine learning methods
Published in Concurrency and computation (10-03-2022)“…Diagnosed blood‐related diseases include the identification of blood samples taken from the patient. Therefore, the classification of white blood cells, also…”
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8
UAV Traffic Patrolling via Road Detection and Tracking in Anonymous Aerial Video Frames
Published in Journal of intelligent & robotic systems (01-08-2019)“…Unmanned Aerial Vehicles (UAV) have gained great importance for patrolling, exploration, and surveillance. In this study, we have estimated a route UAV to…”
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COVID-19 Detection on Chest X-ray Images with the Proposed Model Using Artificial Intelligence and Classifiers
Published in New generation computing (01-12-2022)“…Coronavirus disease-2019 (COVID-19) is a serious infectious disease that is spreading rapidly all over the world. Scientists are looking for alternative…”
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10
Something should be done for burn mass casualty incidents
Published in Burns (01-12-2021)Get full text
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11
Automatic detection of keratoconus on Pentacam images using feature selection based on deep learning
Published in International journal of imaging systems and technology (01-09-2022)“…Today, corneal refraction, height, and thickness data, which are required in the diagnosis of keratoconus, can be obtained with corneal tomography devices…”
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12
Is it useful to use computerized tomography image-based artificial intelligence modelling in the differential diagnosis of chronic otitis media with and without cholesteatoma?
Published in American journal of otolaryngology (01-05-2022)“…Cholesteatoma is an aggressive form of chronic otitis media (COM). For this reason, it is important to distinguish between COM with and without cholesteatoma…”
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13
Evaluation of silent brain injury in patients undergoing aorto-ostial coronary stent implantation
Published in Annals of medicine (Helsinki) (01-12-2024)“…Aorto-ostial (AO) coronary interventions may be associated with multiple problems, including the potential embolization of atherothrombotic debris into the…”
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14
Prediction of Pentacam image after corneal cross-linking by linear interpolation technique and U-NET based 2D regression model
Published in Computers in biology and medicine (01-07-2022)“…Keratoconus is a common corneal disease that causes vision loss. In order to prevent the progression of the disease, the corneal cross-linking (CXL) treatment…”
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15
Diagnosis of periventricular leukomalacia in children with artificial intelligence-based models developed using brain magnetic resonance images
Published in Signal, image and video processing (01-11-2023)“…Periventricular leukomalacia is periventricular white matter damage that develops due to hypoxia and ischemia of the brain. It is one of the leading causes of…”
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16
Deep Multi-Modal Fusion Model for Identification of Eight Different Particles in Urinary Sediment
Published in Applied Computer Systems (Online) (01-06-2024)“…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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YOLOv5 based detector for eight different urine particles components on single board computer
Published in International journal of imaging systems and technology (01-01-2024)“…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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18
Oxygen transmission rates of skin substitutes and graft survival
Published in Burns (01-11-2023)“…Oxygen is required for cell migration into the scaffold and for the survival of the overlying graft in the use of a single-layer scaffold. In the absence of…”
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19
Can platelet indices be used as predictors of complication in subjects with appendicitis?
Published in Wiener Klinische Wochenschrift (01-12-2016)“…Summary Background We examined the changes of mean platelet volume (MPV) and platelet distribution width (PDW) in subjects with appendicitis and whether MPV…”
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20
Effects of hyperbaric oxygen therapy on clinical and economic outcomes in patients with deep second-degree burns
Published in Undersea & hyperbaric medicine (2023)“…Deep second-degree burn injuries are the most challenging situations for the burn surgeon in the treatment of adult cases. While waiting for spontaneous…”
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