Search Results - "Alshamrani, Hassan A"
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Deep Learning Models for Classification of Dental Diseases Using Orthopantomography X-ray OPG Images
Published in Sensors (Basel, Switzerland) (28-09-2022)“…The teeth are the most challenging material to work with in the human body. Existing methods for detecting teeth problems are characterised by low efficiency,…”
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Enhancement of Mammographic Images Using Histogram-Based Techniques for Their Classification Using CNN
Published in Sensors (Basel, Switzerland) (26-12-2022)“…In the world, one in eight women will develop breast cancer. Men can also develop it, but less frequently. This condition starts with uncontrolled cell…”
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Osteo-NeT: An Automated System for Predicting Knee Osteoarthritis from X-ray Images Using Transfer-Learning-Based Neural Networks Approach
Published in Healthcare (Basel) (23-04-2023)“…Knee osteoarthritis is a challenging problem affecting many adults around the world. There are currently no medications that cure knee osteoarthritis. The only…”
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Isolated Convolutional-Neural-Network-Based Deep-Feature Extraction for Brain Tumor Classification Using Shallow Classifier
Published in Diagnostics (Basel) (24-07-2022)“…In today’s world, a brain tumor is one of the most serious diseases. If it is detected at an advanced stage, it might lead to a very limited survival rate…”
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Robust Gaussian and Nonlinear Hybrid Invariant Clustered Features Aided Approach for Speeded Brain Tumor Diagnosis
Published in Life (Basel, Switzerland) (20-07-2022)“…Brain tumors reduce life expectancy due to the lack of a cure. Moreover, their diagnosis involves complex and costly procedures such as magnetic resonance…”
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Diagnostic Validity and Reliability of Low-Dose Prospective ECG-Triggering Cardiac CT in Preoperative Assessment of Complex Congenital Heart Diseases (CHDs)
Published in Children (Basel) (01-12-2022)“…For the precise preoperative evaluation of complex congenital heart diseases (CHDs) with reduced radiation dose exposure, we assessed the diagnostic validity…”
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Lossless compression-based detection of osteoporosis using bone X-ray imaging
Published in Journal of X-ray science and technology (01-01-2024)“…Digital X-ray imaging is essential for diagnosing osteoporosis, but distinguishing affected patients from healthy individuals using these images remains…”
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A computational approach for analysis of intratumoral heterogeneity and standardized uptake value in PET/CT images1
Published in Journal of X-ray science and technology (2024)“…By providing both functional and anatomical information from a single scan, digital imaging technologies like PET/CT and PET/MRI hybrids are gaining popularity…”
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Classification of Chest CT Lung Nodules Using Collaborative Deep Learning Model
Published in Journal of multidisciplinary healthcare (01-01-2024)“…Early detection of lung cancer through accurate diagnosis of malignant lung nodules using chest CT scans offers patients the highest chance of successful…”
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Chest CT utilization in COVID-19: a dosimetric and diagnostic-quality study
Published in Radiation protection dosimetry (21-07-2023)“…Abstract The purpose of this study is to look at the variations in chest computed tomography (CT) use, radiation dose and image quality in the 2019 novel…”
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The Use of Chest Radiographs and Machine Learning Model for the Rapid Detection of Pneumonitis in Pediatric
Published in BioMed research international (21-07-2022)“…Pneumonia is a common lung disease that is the leading cause of death worldwide. It primarily affects children, accounting for 18% of all deaths in children…”
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AUTOMATED ESTIMATION OF PATIENT’S SIZE USING AUTOWED TOOL AND INDOSECT PROGRAM: A DOSIMETRIC STUDY FOR PAEDIATRIC HEAD CT EXAMINATIONS
Published in Radiation protection dosimetry (22-09-2022)“…Abstract Size-specific dose estimate (SSDE), which can be calculated by measuring the effective diameter (De) or water equivalent diameter (Dw) of the patient,…”
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Vitamin D intake, calcium intake and physical activity among children with wrist and ankle injuries and the association with fracture risk
Published in Nutrition and health (Berkhamsted) (01-06-2019)“…Background: Several studies have revealed a substantial increase in the incidence of fractures in children in the past few decades. Aim: To assess the strength…”
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Generative and Discriminative Learning for Lung X-Ray Analysis Based on Probabilistic Component Analysis
Published in Journal of multidisciplinary healthcare (01-01-2023)“…The paper presents a hybrid generative/discriminative classification method aimed at identifying abnormalities, such as cancer, in lung X-ray images. The…”
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Effect of vitamin D and whole body vibration on High Resolution peripheral Quantitative Computed Tomography (HR-pQCT) parameters of the distal tibia
Published 01-01-2019“…Vitamin D, calcium and physical activity are important factors for bone health. A cross sectional study was conducted in Chapter 2 to assess vitamin D intake,…”
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Dissertation