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Enhancing Knowledge Distillation for Text Summarization
(Computer Science & Engineering, 2024 , Master Thesis)
In the realm of natural language processing, recent advancements have been significantly
shaped by the development of large pretrained Seq2Seq Transformer models,
including BART, PEGASUS, and T5. These models have ...
IMPLEMENTATION OF MACHINE LEARNING ALGORITHMS FOR CLASSIFICATION OF BONE MINERAL DENSITY TYPES BASED ON QATAR BIOBANK DATA
(Applied Statistics, 2023 , Master Thesis)
Bone Mineral Density (BMD) test measures the amount of calcium and other minerals in specific areas of bone. Low BMD is a well-known problem and results in bone fractures in millions of people around the world. BMD can be ...
EXPLORATION OF THE APPLICATION OF PHARMACOGENETICS IN THE MANAGEMENT OF DEPRESSION
(Pharmacy, 2023 , Master Thesis)
Genetic factors have been reported as playing an important role in the treatment efficacy of antidepressants (ADs). Studies report up to 55 % of patients experience AD treatment failure. The aim of this research was to ...
The Cytotoxicity Of “Al-Siddir” Tree “Ziziphus Spina Christi” Methanolic Leaves Extract on Her-2 Positive Breast Cancer
(Pharmacy, 2024 , Master Thesis)
HER-2 positive is a subtype of breast cancer that acquires poor prognosis and low survival rates. Targeted therapy is one of the main approaches that are used for the treatment of HER-2-positive breast cancer. However, it ...
Quality Control and Regulatory Framework for Implementing Machine Learning in Clinical Diagnosis: The DNA Methylation Classifier in Pediatric Brain Tumors
(Biomedical Sciences, 2024 , Master Thesis)
Background:
Accurately diagnosing CNS tumors is essential but difficult, with a notable risk of errors. To enhance diagnostic precision, the WHO now combines molecular data with traditional methods. While AI and ML ...
الضوابط القانونية لعمليات نقل وزراعة الأعضاء (دراسة مقارنة)
(القانون الخاص, 2018 , Master Thesis)
يختص هذا البحث بدراسة الضوابط القانونية لعمليات نقل وزراعة الأعضاء، والتي يتجاوز بشأنها الطب الحدود التقليدية المتعارف عليها، كما تعد ممارستها خرو ج ا على القواعد القانونية المستقرة التي تحمي حق الإنسان في الحياة والموت ...
مصلحة المحضون في قانون الأسرة القطري
(القانون الخاص, 2019 , Master Thesis)
تعد الأسرة اللبنة الأولى التي يبنى عليها المجتمع، وقد أولت الشريعة الإسلامية الاهتمام الكافي بها ووضعت من الأحكام ما يسهم في بنائها والمحافظة على حقوق أفرادها، ومن بعدها جاء القانون وتبنى هذه الأحكام لضمان الحصول على مجمتع ...
CHARACTERIZATION OF QATAR COASTAL BIOFOULING CHALLENGE AND ENVIRONMENTAL INFLUENCES
(Biological and Environmental Sciences, 2024 , Master Thesis)
This research explored the spatial and seasonal variabilities in biofouling challenges at Doha and Ruwais ports in Qatar, using panel deployments under different environmental conditions. Results indicated significant ...
Pore Scale Examination Of The Impact Of Porous Media Morphology And Particle Hydrophobicity On Colloid Retention And Remobilization Behavior
(Civil Engineering, 2024 , Master Thesis)
The understanding of colloidal retention properties in multiphase systems is essential to a multitude of industries like oil extraction and groundwater recharge. A pore-scale understanding of the dynamics of colloid retention ...
الصهيونية المسيحية: علاقتها بالصهيونية اليهودية والموقف من الحوار مع الإسلام
(دراسة الأديان وحوار الحضارات, 2023 , Master Thesis)
تناقش هذه الدراسة علاقة الصهيونية المسيحية بالصهيونية اليهودية، وأثرها على تراجع الحوار بين الديانات الثلاث: الإسلام والمسيحية واليهودية، والكشف عن الأسباب والعوامل الدينية والسياسية وراء هذه العلاقة، وكذلك تتميز بتركيزها ...