Resources Allocation for Drones Tracking Utilizing Agent-Based Proximity Policy Optimization by De Rochechouart, Maxence

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Self-Organization and Multi-Agent Reinforcement Learning for Taxi Dispatch by Alshamsi Omran, Aamena Ali Ahmed

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Can agents measure up? A comparative study of an agent-based and on-line optimization approach for a drayage problem with uncertainty by Srour, Jordan

“…Experiments studying the behavior of agent-based methods over varying levels of uncertainty in comparison to traditional optimization methods are generally absent from the literature. …”
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The Impact of the Remote Flipped Learning Approach on Perceptions of Learning and Students’ Engagement during COVID-19: A Mixed Method Case Study Research of an Undergraduate Pharm... by Ali Mir, Zainab

“…The study was focused on an undergraduate pharmacy course taught through the RFC approach in a private UAE university. The study utilized Reeve’s Learning Engagement Scale (LES) Questionnaire as the quantitative tool to analyze the student's overall engagement across Behavioral, Emotional, Cognitive, and Agentic constructs. …”
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Measuring the Acoustic Release of a Chemotherapeutic Agent from Folate-Targeted Polymeric Micelles by Abusara, Ayah Mahmoud

“…Simulated and experimental results are used to verify the performance of the above-mentioned estimators. The proposed methods demonstrate the utility and high-accuracy of using estimation methods in modeling this drug delivery technique. …”
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Photoactivated carbon dots immobilized on cellulose for antibacterial activity and biofilm inhibition by Ravindran, Sreeshna

“…Carbon dots (CCM-PBA-NH₂) were synthesized and examined for their potential as photo-activated antimicrobial agents to address this issue. Various characterization methods were employed to investigate the structure and morphology of the CCM-PBA-NH₂ carbon dots (CDs). …”
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Tumor lysis syndrome in chronic lymphocytic leukemia: conventional treatment versus novel agents A protocol for systematic review and meta-analysis by Nancy Kassem (3517106)

“…The aims of this planned systematic review and meta-analysis are therefore</p><ul><li>(1) assess the TLS incidence reported in clinical trials for the novel or targeted agents comparing to conventional chemotherapeutic agents used to treat patients with CLL</li><li>(2) to identify the TLS prophylaxis strategies that are utilized in clinical trials of the novel or targeted agents for CLL if it was fully reported or under-reported and</li><li>(3) to compare the mortality among patients with TLS in conventional versus novel agents.…”

Optimal operation of reverse osmosis desalination process with deep reinforcement learning methods by Arash Golabi (21841484)

“…Utilizing the dynamic model of the RO process, a cascade structure with two reinforcement learning (RL) agents, namely the deep deterministic policy gradient (DDPG) and deep Q-Network (DQN), is developed to optimize the operation of the RO plant. …”

Effectiveness and Safety of Using Chatbots to Improve Mental Health: Systematic Review and Meta-Analysis by Alaa Ali Abd-Alrazaq (18102661)

Spatially-Distributed Missions With Heterogeneous Multi-Robot Teams by Eduardo Feo-Flushing (23276023)

“…<p dir="ltr">This work is about mission planning in teams of mobile autonomous agents. We consider tasks that are spatially distributed, non-atomic, and provide an utility for integral and also partial task completion. …”

Deep Learning for the Accurate Prediction of Triggered Drug Delivery by Husseini, Ghaleb

“…The deep learning-based predictions significantly outperform linear predictions, proving the utility of advanced computational methods in drug delivery. …”
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Knowledge Fusion by Harnessing Support Vector Machines for Collaborative Uncertain Data Classification in Multiagent Systems by Hussein, Ahmad MohdAziz

“…Our investigation demonstrates that the performance of MAS-DDM surpasses that of DDM strategies that do not incorporate communicative processes, even when all MAS-DDM agents utilize the same methodology. We present empirical evidence demonstrating that the precision of the categorization job is significantly enhanced through the exchange of knowledge among agents.…”
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The multiomics analyses of cancer stem cells isolated from solid tumors can provide insight for their immunological characterization. by Neha Gopinath (15431052)

“…The treatment of these cells with immunomodulating or epigenetic agents could only partially restore the expression of these molecules. …”

Recent Advances in Metal-Organic Frameworks as Anticancer Drug Delivery Systems: A Review by Karami, Abdollah

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The power of MXene-based materials for emerging contaminant removal from water - A review by Haya Alyasi (18021976)

“…Furthermore, the versatile utility of MXenes in a range of water treatment systems highlights their promising role in advancing methods for purification. …”

IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective by Md. Arafatur Rahman (21324404)

“…This work investigates utilization of LoRa technology for such a purpose and argues the importance of fairness perspective in actuating the truck agents for collecting the wastes in a given region. …”

MicroRNAs as Potential Pharmaco-targets in Ischemia-Reperfusion Injury Compounded by Diabetes by Hassan Dehaini (14689341)

“…Conclusions: This review arrives at the conclusion that the utilization of miRNAs as translational agents or pharmaco-targets in treating I/R injury in diabetic patients is promising and becoming increasingly clearer.…”

Cost-Benefit Analysis of Antimicrobial Stewardship Program in Women’s Health at Hamad Medical Corporation in Qatar by Dina Abushanab (10696501)

“…<h3>Background</h3> <ul> <li>It is estimated that half of all antimicrobial agents prescribed are either unnecessary or inappropriately used</li> <li>In Qatar, a survey revealed that approximately 82% of people used antibiotics without a prescription, and 45% did not complete their antibiotic courses</li> <li>It is undisputed that the emergence of antimicrobial resistance is detrimental to not only health and wellbeing but also the healthcare system</li> <li>There is a lack of solid evidence to adequately inform decision makers seeking optimal allocation of resources in relation to antimicrobial stewardship programs (ASPs)</li> </ul> <h3>Objective</h3> <ul> <li>To estimate the economic impact of premature ASP use versus mature ASP use in the women’s health settings in Qatar</li> </ul> <h3>Methods</h3> <ul> <li>The study is a retrospective review of the patients who received any of the targeted antimicrobials by the HMC’s ASP during two time periods; premature ASP use versus mature ASP use</li> <li>Period one was defined as the 12 months immediately upon ASP implementation (May 1, 2015-April 30, 2016), and period two was defined as a recent 12 months of ASP implementation (February 1, 2019- January 31, 2020) • The study was conducted in the women’s health wards in HMC</li> <li>The targeted antimicrobial use in this study is based on that performed in cohort of patients admitted to the inpatient wards of women wards during the study follow-up durations</li> <li>Sample size was planned based on the premature ASP use within 1-year duration (i.e. …”

Chemotherapy Effect on Fertility in Male Patients with Hodgkin and Non-Hodgkin Lymphoma by Alaskar, Ahmed

“…Introduction: The chemotherapeutic agents are effective in destroying cancerous cells for patient with hematological malignancies, but can damage the germinal cells. …”
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A Decision-Making Framework for Benchmarking Virtual Commerce Applications for the Metaverse using Spherical Linear Diophantine Fuzzy Sets by BILQUISE, GAZALA

“…Subsequently, the proposed method is utilized to determine the significance of these attributes and rank the applications. …”
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