A hybrid 3D CNN-LSTM model with soft spatial attention mechanism for accurate hyperspectral image classification حسب Mohamed Sultan Mohamed Ali (17317003)

"…Ablation studies revealed that residual connections improve training stability, while the attention mechanism effectively reduces redundancy. The results suggested that the proposed model could be applied to various fields, including agriculture, environmental monitoring, and land management, with significant improvements in classification accuracy.…"

Daytime versus nighttime laparoscopic appendectomy in term of complications and clinical outcomes: A retrospective study of 1001 appendectomies حسب Amjad A. Shah (17337805)

"…Peri/post-operative data including type of surgery, operating room time, length of stay, re-hospitalization rates, and short/long term morbidity and mortality were assembled and analyzed.</p><h3>Methods</h3><p dir="ltr">A retrospective review of all patient's charts who underwent an appendectomy for acute appendicitis at the Acute Care Surgery division at Hamad Medical Corporation (HMC) from December 2017 to July 2020 was performed. …"

Open versus closed intramedullary nailing of femur shaft fractures in adults: a systematic review and meta-analysis حسب Loay A. Salman (14150322)

"…<h3>Purpose</h3><p dir="ltr">This systematic review and meta-analysis aimed to compare the outcomes of open- versus closed-reduction and intramedullary nailing (IMN) of adult femur shaft fractures.</p><h3>Methods</h3><p dir="ltr">Four databases were searched from inception until July 2022 for original studies that compared the outcomes of IMN following open-reduction versus closed-reduction technique. …"

Suspected testicular torsion in children: diagnostic dilemma and recommendation for a lower threshold for initiation of surgical exploration حسب Tariq O Abbas (18090619)

"…At the same time, several occasions of misdiagnoses or late interventions occur with devastating effects. We aim at delineating the significance of the different clinical, laboratory, and radiological variables in the detection of TT.…"

Decreased Analgesic Requirements in Super Morbidly Versus Morbidly Obese Patients Undergoing Laparoscopic Sleeve Gastrectomy حسب Hamed Elgendy (14148846)

"…There were no significant differences in the total morphine consumption intraoperatively, or after 24 h. …"

Notch Signaling Inhibition by LY411575 Attenuates Osteoblast Differentiation and Decreased Ectopic Bone Formation Capacity of Human Skeletal (Mesenchymal) Stem Cells حسب Nihal AlMuraikhi (6002234)

"…Among the tested molecules, LY411575, a potent γ-secretase and Notch signaling inhibitor, exhibited significant inhibitory effects on osteoblastic differentiation of hBMSCs manifested by reduced ALP activity, mineralized matrix formation, and decreased osteoblast-specific gene expression as well as in vivo ectopic bone formation. …"

Artificial intelligence in respiratory care: knowledge, perceptions, and practices—a cross-sectional study حسب Jithin Kalathikudiyil Sreedharan (18268894)

"…</p><h3>Methods</h3><p dir="ltr">The study approved by the institutional review board, aimed at the RTs working in the Kingdom of Saudi Arabia. …"

The predictive value of CTSI scoring system in non-operative management of patients with splenic blunt trauma: The experience of a level 1 trauma center حسب Ali Barah (14777533)

"…</p><h3>Methods</h3><p dir="ltr">This is a retrospective study including all adult patients with primary splenic trauma, having NOM and admitted to our hospital between 2013 and 2021.…"

Early vs delayed insertion of penile prosthesis in patients with refractory priapism: a systematic review and meta-analysis حسب Mohamed Elmarasi (14614276)

"…<h3>Introduction</h3><p dir="ltr">Refractory priapism, characterized by persistent and prolonged painful erections despite initial treatment maneuvers, can significantly impair erectile function secondary to ischemia-induced corporal tissue fibrosis. …"

Clinical Phenotyping and Multimodal Treatment of Men With Chronic Prostatitis/Chronic Pelvic Pain Syndrome From the Middle East and North Africa: Determining Treatment Outcomes and... حسب Ahmad Majzoub (14058045)

"…</p><h3>Methods</h3><p dir="ltr">A retrospective study was conducted in Doha, Qatar including patients with CP/CPPS from the Middle East and North Africa. …"

Fourier-Transform Infrared Imaging Spectroscopy and Laser Ablation -ICPMS New Vistas for Biochemical Analyses of Ischemic Stroke in Rat Brain حسب Mohamed H. M. Ali (5768066)

"…</p><p dir="ltr"><br></p><h3>Materials and Methods</h3><p dir="ltr">FT-IR imaging spectroscopy and LA-ICPMS techniques examined stroke brain samples, which were compared with standard immunohistochemistry studies.…"

القراءات في الحجاز تأثّرًا وتأثيرًا من أول عصر التلقّي إلى نهاية الطبقة الثانية عشرة حسب Halabi, Omaimah Abdulrahman

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Navigating the Stock Market: The Role of State-of-the-Art Deep Learning Techniques حسب Anika Kanwal (18905377)

"…Additionally, our experiments demonstrated a 42–91% reduction in RMSE compared to standard CNN and GRU-based approaches, reflecting significantly improved prediction precision.</p><p dir="ltr">Implications</p><p dir="ltr">The results indicate that the hybrid Bidirectional GRU and CNN model is effective for precise stock price prediction, offering enhanced reliability for investment decision-making. …"

Association between Healthy Lifestyle Index and Cognitive decline In Community- Dwelling Lebanese Older Adults حسب Ezzeddine, Maha

"…Methods: This is a secondary cross-sectional data analysis conducted on 502 community dwelling Lebanese older adults aged ≥ 65 years old and their informants recruited from two main governorates in Lebanon: Beirut and Mount Lebanon. …"
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Safety and efficacy of chimeric antigen receptor T-cell therapy for acute myeloid leukemia: A subgroup based meta-analysis حسب Mahmoud M. Morsy (18560491)

"…Statistical analysis involved meta-analysis with Cochrane’s Q-test and I² statistic, using both fixed-effect and random-effects models, and assessed for publication bias.…"

Microbiome‐modulating nutraceuticals ameliorate dyslipidemia in type 2 diabetes: A systematic review, meta‐analysis, and meta‐regression of clinical trials حسب Ridhima Kaul (12485902)

"…There is a need to quantitively summarise, analyse, and describe future directions in this field.</p><h3>Methods</h3><p dir="ltr">We conducted a systematic review, meta‐analysis, and meta‐regression following searches in major scientific databases for clinical trials investigating the effect of pro/pre/synbiotics on lipid profile published until April 2022. …"

Eradication of hepatitis C virus infection in kidney transplant recipients using direct‐acting antiviral therapy: Qatar experience حسب Mohamad M. Alkadi (14778640)

"…<h3>Introduction</h3><p dir="ltr">Hepatitis C virus (HCV) infection has detrimental effects on patient and graft survival after kidney transplantation. …"

Enhancing Organisational Transparency through Talent and Performance Management حسب Al-Shareef, Aisha Mustafa

"…Therefore, it is necessary to examine some ways on how we can effectively increase the practice of transparency within the semi government and government organisations. …"
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The accuracy of artificial intelligence in 3D preoperative planning for total hip arthroplasty: A systematic review and meta‐analysis حسب Seif B. Altahtamouni (22155577)

"…For the femoral stem, the AI achieved an OR of 3.28 for exact size predictions (95% CI: 2.56–4.22; <i>p</i> < 0.0001) and an OR of 5.35 for size within one standard deviation (95% CI: 3.84–7.45; <i>p</i> < 0.0001), with no significant heterogeneity ( <i>I²</i> = 0%).</p><h3 dir="ltr">Conclusion</h3><p dir="ltr">This meta‐analysis confirms that AI‐assisted 3D preoperative planning in THA provides better accuracy for predicting the acetabular cup and femoral stem sizes than traditional 2D templating methods. …"

Inappropriate Medication Use in Elderly Lebanese Outpatients حسب Saab, Yolande B.

"…This study is the first attempt to determine the prevalence of inappropriate drug use in elderly Lebanese outpatients, using community pharmacy data, and to identify factors that predict potentially inappropriate drug intake in this population. Methods Records of elderly patients aged ≥65 years were selected from different community pharmacies. …"
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