STEM: spatial speech separation using twin-delayed DDPG reinforcement learning and expectation maximization by Muhammad Salman Khan (7202543)

“…Additionally, it reduces the required training data by 39 times, training time by 36 times, model size by 6 times, real time factor (RTF) by 1 point, and multiply-accumulate operations (MACs) by 9 times compared to a recently proposed lightweight transformer-based encoder-decoder framework, while offering a slight decrease in PESQ score (by 0.45 points).…”

Prognostic effects of cardiopulmonary resuscitation (CPR) start time and the interval between CPR to extracorporeal cardiopulmonary resuscitation (ECPR) on patient outcomes under e... by Amir Vahedian-Azimi (11177056)

“…The aim of this study was to investigate the prognostic effects of the time interval from collapse to start of CPR (no-flow time, NFT) and the time interval from start of CPR to implementation of ECPR (low-flow time, LFT) on patient outcomes under Extracorporeal Membrane Oxygenation (ECMO).…”

Impact of Exclusive Bus Lanes on Traffic Performance in Urban Areas by Abdulwahid, Amro Riyadh

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Monitoring the Athlete Match Response: Can External Load Variables Predict Post-match Acute and Residual Fatigue in Soccer? A Systematic Review with Meta-analysis by Karim Hader (2548618)

“…For every 100-m run above 5.5 m·s⁻¹, CK activity measured 24 h post-match increased by 30% and CMJPPO decreased by 0.5%. Conversely, the total distance covered did not present any evidence of a clear relationship with any fatigue-related marker at any time-point.…”

Effective non-intrusive load monitoring of buildings based on a novel multi-descriptor fusion with dimensionality reduction by Yassine Himeur (14158821)

“…This paper presents an efficient non-intrusive load monitoring framework that consists of the following main components: (i) a novel fusion of multiple time-domain features is proposed to extract appliance fingerprints; (ii) a dimensionality reduction scheme is introduced to be applied to the fused time-domain features, which relies on fuzzy-neighbors preserving analysis based QR-decomposition. …”

Effects of visual field impairment on driving by Jan Andersson (218600)

“…It was found that the visually impaired drivers reacted 23% slower (1.46s vs. 1.19s) and had 14% less correct number of hits (74% vs. 84%) for single stimuli trials. Reaction time for double stimuli trials was 15% longer (1,68s vs. 1.46s) and hit rate was 27% less (69% vs. 88%). …”

Rescue cerclage by Khoury, Alfred

“…Women who required rescue cerclage after failed prophylactic cerclage (n = 12) were 50% less likely to reach 28 weeks. Advanced dilation of 3 cm and/or prolapsed membranes (n = 18) did not decrease the likelihood of reaching 28 weeks. …”
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Daucus Carota oil extract, a chemotherapeutic agent, acts as an antidepressant that promotes resilience to chronic social defeat stress by Houbeika, Rouba

“…A decrease in the hippocampal p-Akt protein levels is observed in depressed subjects. …”
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Sequential therapy in patients receiving Fluoroquinolones at the American University of Beirut Medical Center. (c2001) by Homsi, Maria

“…Date of switch (if applicable), oral antibiotic chosen, mean time to switch, mean hospital duration, and mean treatment duration were also recorded. …”
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Explicit Vocabulary Learning Through Technology by Jeddi, Abdelbasset Ben Mohammed

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A potential therapeutic agent for sickle cell anaemia by Nature Research (16552612)

“…They are also fragile and can often burst apart, giving rise to anaemia.</p><p>Patients with sickle cell anaemia produce 10 to 30 times more of a natural by-product of oxygen metabolism called reactive oxygen species (ROS) than healthy patients. …”

Predictors of prolonged hospitalization among geriatric trauma patients using the modified 5-Item Frailty index in a Middle Eastern trauma center: an 11-year retrospective study by Husham Abdelrahman (768893)

“…There was a significant decrease in the trend of geriatric trauma over the years. …”

Effect of 7-minute workout on weight and body composition by Mattar, L.

“…Waist circumference decreased between week 1 and 3 (P=0.003) and week 6 (P=0.01) by 4 cm on average. …”
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A combined experimental and computational study of the effect of electron irradiation on the transport properties of aromatic and aliphatic molecular self-assemblies by Y. Tong (18394389)

“…In order to interpret the experimental results and give right diagnostics behind the decrease of the current through the junction after electron irradiation, we supplement the experiment with quantum transport calculations using Green's functional formalism in combination with density functional theory. …”

Investigating the causes and drivers of food waste in the hospitality sector in Dubai-UAE. Toward implementing food waste prevention strategies.” by SADEH, REHAM ZEYAD

“…Results were checked by SPSS program for a general trend with some demographics to show that guests with higher salary and going to high-end services mainly chose “food presentation” as a major cause of FW and employees working in high-end services find FW to be depending on “meal time”. The primary prevention strategies suggested by the interviewees were using smart-scales technology like Winnow, reducing portion/plate sizes, sourcing locally, using menu engineering, raising the chefs’ education through awareness campaigns and training, and using encouraging messages to remind the people to save their planet. …”
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Project Portfolio Management for Successful Major IT Projects in Global Telecommunication Organization by Rubaiya Salem, Shamim

“…The research indicated that these factors like scope, time and cost of a project are not enough to control IT projects and obtain the expected result. …”
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The Role of KM in Enhancing AI Algorithms and Systems by AlGhanem, Hani

“…The main finding of the research was the massive impact of some KM processes like knowledge acquisition and knowledge creation on the different types of AI systems and algorithms to give an additional option for organizations during the implementation. …”
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Self-reported awareness and attitude of cancer patients towards clinical nurse coordinators by Deeb, Ahmad

“…Background and objective: Lack of knowledge or poor perception towards the roles and responsibilities of clinical nurse coordinators among cancer patients might lead to a decrease in seeking their services. The objective of the study was to assess the knowledge, perception and attitude towards clinical nurse coordinators among cancer patients at a specialized cancer center in Jordan. …”
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Minimizing Traffic Congestion through V2V Communication by Alqawasmeh, Suhieb

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Sleeve Gastrectomy in Patients with Type 2 Diabetes: Anthropometric and Cardiometabolic Improvements at 1, 3, 5, 7, and 9 years—Are the Initial Benefits Sustained? by Wahiba Elhag (5245547)

“…Mean HbA1c significantly decreased from 8.1%preop to 6.77%_{year 9}. …”