Operation optimization of propane pre-cooled mixed refrigerant LNG Process: A novel integration of knowledge-based and constrained Bayesian optimization approaches by Roba Shady (22048043)

“…At large-scale LNG production (10,000 tons per day), the reduction in the SEC is translated into an 18 MW decrease in compression power, saving approximately 4.7 million $ per year for each C3MR train. …”

Data-Efficient Wheat Disease Detection Using Shifted Window Transformer: Enhancing Accuracy, Sustainability, and Global Food Security by Muhammad Khubaib (22927822)

“…This research presents a deep learning technique based on the Shifted Window (Swin) Transformer, a powerful attention-based model that effectively captures both local and global information for enhanced classification output. …”

Bone Benefits of Fish Oil Supplementation Depend on its EPA and DHA Content by Haissam Abou-Saleh (497840)

Women’s empowerment as a determinant of neonatal mortality in Sub-Saharan Africa: a narrative review focused on Nigeria by Joel-Medewase Victor Idowu (22155178)

“…Notably, SSA and South Asia are the regions most lagging behind the Sustainable Development Goal (SDG) 3.2, aiming for <12 neonatal deaths per 1,000 live births by 2030. …”

Cost-benefit analysis of antimicrobial stewardship program in a cancer setting in Qatar by Dina Abushanab (10696501)

“…The total economic benefit of the ASP maturity was calculated as the sum of the cost savings and the cost avoidance associated with the service minus the operational cost.3 Cost savings were the reduction in therapy cost linked to decreased antimicrobial consumption and resource utilization. …”

Cost-Benefit Analysis of Antimicrobial Stewardship Program in the Adult General Medicine Setting in Qatar by Dina Abushanab (10696501)

“…A total of 500 patients were randomly included (250 in each cohort).</p><h3> Results</h3><p dir="ltr">The operational costs of the program decreased with maturity by cost savings of QAR125 per 100-patient beds per year. …”

Efficacy and safety of using Etelcalcetide for controlling secondary hyperparathyroidism by Tarek Fouda (18472476)

“…The safety and tolerability profiles of Etelcalcetide were assessed.</p><h3>Results</h3><p dir="ltr">Patients within the PTH target range of 150 to 500pg/ml improved from 8% in June 2021 (on Cinacalcet) to 54% in June 2023 (on Etelcalcetide) (p=0 .0032) while patients with PTH above 1,000pg/ml decreased from 50% to 4% during the same period (p=0.00001) (Figure 2). …”

Evaluating the Successful Initiation of a New Dialysate Potassium Management Protocol: “Reduced Emergency Department Admission with Hyperkalemia in Hamad General Hospital Dialysis... by Shajahan Joseph K (18472465)

“…Data were collected and analyzed from ED admission of dialysis patients who had dialysis due to hyperkalemia. </p><h3>Results</h3><p dir="ltr">ED admission of dialysis patients with hyperkalemia which require dialysis reduced from 12% to 0% (Figure 1) and the number of patients who are using low potassium bath of 1.0 mmol/L in Dialysate solution decreased from 56 in Jan 2022 to 7 patients in June 2023 (Figure 2)</p><h3>Conclusion </h3><p dir="ltr">The new potassium protocol was found to be very effective, and has a direct impact on the quality and safety of HD patients. …”

Examining time-to-transport decisions in Emergency Medical Services by Hassan Farhat (9000509)

“…As the time spent on scene increases (due to various reasons, among them: spending more time providing clinical treatment and health education because the patient decided not to go to the hospital, or the crew spending more time convincing the patient to go to the hospital by explaining the potential complications of their condition and the potential outcomes of a refusal to go to hospital), the probability of transporting the patient decreases. This trend suggests that extended time could adversely affect patient care if they eventually need to recall for an ambulance. …”

Generalized and pregnancy-related anxiety prevalence and predictors among pregnant women attending primary health care in Qatar, 2018–2019 by Sarah Naja (9954737)

“…<h3>Background</h3><p dir="ltr">Cumulative evidence suggests that early identification of anxiety in pregnancy is important, given that antenatal anxiety has been linked to morbid outcomes in expecting mothers and their offspring. …”

A decision support system for automating document retrieval and citation screening by Raymon van Dinter (10521952)

“…The proposed DSS is effective and can substantially decrease the document retrieval and citation screening steps' workload and error rate.…”

Improving pediatric trauma care: an automated system for wrist trauma detection using GELAN by Promit Basak (22997776)

“…The results of our study highlight the capacity of deep learning to improve the diagnosis of pediatric trauma, decrease the burden on radiologists, and boost patient outcomes.…”

The cost-benefit associated with the maturity of the Antimicrobial Stewardship Program versus prematurity in Heart Hospital of Hamad Medical Corporation in Qatar by Dina Abushanab (10696501)

“…The most contributing factor was the cost of hospitalization stay (Figure 2).</p><h3>Conclusions</h3><p dir="ltr">M-ASP was associated with decreased operational and resource costs, but this was outweighed by increased costs of resistance and drug use, which could be due to higher sample size in the M-ASP. …”

Ambulatory general urgent clinic: an initiative at the time of COVID-19 pandemic by Abdullah Al-Hothi (18505290)

“…<h3>Background</h3><p dir="ltr">In the ambulatory outpatients’ services, timely assessment of patients leads to earlier recognition of diseases and appropriate treatment. …”

YOLO-DefXpert: An Advanced Defect Detection on PCB Surfaces Using Improved YOLOv11 Algorithm by Prabu Selvam (22330264)

“…Compared to the standard YOLOv11 model, the proposed YOLO-DefXpert attained an improvement of 9.3% and 13.2% in mAP50 and mAP95, an 11.25% increase in frames per second, and a 69.85MB decrease in model size. …”

Nurse-Led System-wide Unit-based Hospital Acquired Pressure Injury (HAPI) Reduction Project by Mariam Al-Mutawa (18505317)

“…<h3>Background</h3><p dir="ltr">In Hamad Medical Corporation (HMC) facilities, approximately 45 incidents of Hospital acquired pressure injuries (HAPI) were reported monthly between 2018 and 2021. …”

Risk Factors for Post-Cesarean, Surgical Site Infections in a Multi-Ethnic Population of Qatar by Sufia Athar (14777830)

“…<h3>Background</h3><p dir="ltr">The surgical site infection (SSI) rate after Cesarean delivery (CD) is considered one of the key performance indicators, not only for developing and under-developed countries but also for developed nations. …”

Energy-Efficient Cell Association and Load Balancing for Low Battery Users in Heterogeneous Cellular Networks by Abdul Qadeer Khan (22502168)

“…This paper proposes improved cell association schemes based on the battery levels of UE and Deep Q-learning (DQL) to achieve load balancing and to decrease the power consumption of Low Battery Users (LBUs). …”

Accelerating Care: Enhancing Patient Satisfaction through a Quality Initiative in the Obstetrics and Gynaecology Emergency Department at Al Wakra Hospital, Qatar by Lolwa Al Ansari (18466227)

“…<h3>Background</h3><p dir="ltr">Al Wakra Hospital's Obstetrics and Gynaecology Emergency Department (OB ED) faced challenges of overcrowding, and prolonged wait times. …”

Machine Learning-Based Management of Electric Vehicles Charging: Towards Highly-Dispersed Fast Chargers by Mostafa Shibl (18810412)

“…ML models used in this paper are (1) Decision Tree (DT), (2) Random Forest (RF), (3) Support Vector Machine (SVM), (4) Naïve Bayes (NB), (5) K-Nearest Neighbors (KNN), (6) Deep Neural Networks (DNN), and (7) Long Short-Term Memory (LSTM). …”