An Effective Anticancer Nano-approach for Melanoma and Breast Cancers Using Annona muricate Gold Nanoparticles حسب Imran, Muhammad

"…Chemotherapy is preferred for the treatment and management of cancer; however, its efficacy is hindered by the off-target side effects of the currently used synthetic drugs. Thus, anticancer drugs with higher safety and efficacy from renewable resources are needed. …"
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Estimating the elastic constants of orthotropic composites using guided waves and an inverse problem of property estimation حسب Masurkar, Faeez

"…This approach has the potential to significantly reduce the computational time for predicting the elastic constants, and thereby could have wide ranging applications in materials science and engineering.…"
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Workplace Stress Management using EEG-fNIRS Data Fusion and Binaural Beat Stimulation حسب El Masri, Ghinwa

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Optimization of Micro-Pollutants’ Removal from Wastewater Using Agricultural Waste-Derived Sustainable Adsorbent حسب Areej Alhothali (18518970)

"…The study also provides analysis on the reusability of PKSB for up to four cycles using two different methods. The methods reflected a significantly good performance for PAH and COD removal for up to two cycles. …"

Dual-stage segmentation and classification framework for skin lesion analysis using deep neural network حسب Khadija Manzoor (22565369)

"…</p><h3>Methods</h3><p dir="ltr">We propose a two-phase framework: (i) Precise instance segmentation using U-Net with a Visual Geometry Group (VGG16 encoder) to isolate skin lesions and (ii) classification using EfficientFormer and SwiftFormer networks to evaluate performance on both balanced and imbalanced datasets. …"

Innovative and Sustainable Management Practices Using Qatari Mycorrhizae Fertilizers for Enhanced Production of Green beans حسب Naema A. Yahya (23752905)

"…Mycorrhizal consortia comprising species from Glomus, Acaulospora, and Claroideoglomus genera were isolated from nine representative Qatari locations and evaluated for their potential as sustainable fertilizers. A comprehensive greenhouse experiment was conducted using common bean (<i>Phaseolus vulgaris L.…"

Simulating the thermal behavior of buildings using artificial neural networks-based coarse-grain modeling حسب Abi-Shdid, C.

"…The main advantages of the approach compared to conventional simulation methods are (1) simplified model construction for the end-user; (2) simplified model reconfiguration; (3) significantly faster simulation runs (orders of magnitude faster for two- and three-dimensional models); and (4) potentially more accurate results. …"
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PermGuard: A Scalable Framework for Android Malware Detection Using Permission-to-Exploitation Mapping حسب Arvind Prasad (19997799)

"…The increasing reliance on mobile devices significantly raises the risk of malware attacks, especially for non-technical users who often grant permissions without thorough evaluation, leading to potentially devastating effects. …"

Estimating hydrogen absorption energy on different metal hydrides using Gaussian process regression approach حسب Majedeh Gheytanzadeh (17541927)

"…For this purpose, a data bank of 314 data point pairs was used. In this assessment, the different A-site and B-site elements were used as the input variables, while the hydrogen absorption energy resulted in the output. …"

Source apportionment of PM₂̣ ₅ and PM₁₀ pollutants near an urban roadside site using positive matrix factorization حسب Anwar, Shahid

"…Furthermore, backward trajectory analysis and Potential Source Contribution Function were used to assess air mass transport pathways and identify potential source regions, respectively. …"
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Using XAI Techniques to Detect Targeted Data Poisoning Attacks on Healthcare Applications of Machine Learning Systems حسب Eyad Dhaher Megdadi

"…We propose a method of monitoring the impact level of carefully chosen features as an indicator of potential poisoning, using predetermined thresholds to trigger warnings when unusual patterns are detected. …"
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Investigating the Effect of Patient-Related Factors on Computed Tomography Radiation Dose Using Regression and Correlation Analysis حسب AlShurbaji, Mohammad

"…Moreover, the study investigated the correlation between the different CT dose indices. Using linear regression models and Pearson correlation, the study found that all CT dose indices correlate with BMI and weight in all CT exams with varying degrees as opposed to age, which did not demonstrate any significant correlation with any of the CT dose indices across all CT exams. …"
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Effects of particle size and acid addition on the remediation of chromite ore processing residue using ferrous sulfate حسب Jagupilla, Santhi

"…A bench-scale treatability study was conducted to assess the effects of particle size and acid addition on the remediation of chromite ore processing residue (COPR) using ferrous sulfate. The remediation scheme entailed the chemical reduction of hexavalent chromium [Cr(VI)] and the mitigation of swell potential. …"
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SVM-based task admission control and computation offloading using lyapunov optimization in heterogeneous MEC network حسب Abbas, Nadine

"…We develop dynamic partial offloading solutions using the Lyapunov drift-plus-penalty optimization approach. …"
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Transfer Learning and Sentiment Analysis of Lebanese Dialect Data using a Multilingual Deep Learning Approach حسب Chehade, Mira

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Biochar yield prediction using response surface methodology: effect of fixed carbon and pyrolysis operating conditions حسب Sabah Mariyam (14150859)

"…As such, the objective of this study is to develop a prediction model based on the biomass’ fixed carbon content (14–22%), reaction temperature (350–750 °C), and heating rate (5–10 °C/min) using the response surface methodology. Biomasses, date stones, spent coffee grounds, and cow manure have been used to design a Box-Behnken experiment based on the three factors for the biochar yield response. …"

PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks حسب Rawan AlSaad (14159019)

DiaNet v2 deep learning based method for diabetes diagnosis using retinal images حسب Hamada R. H. Al-Absi (16726299)

"…The aim of this study is to enhance diabetes diagnosis accuracy by developing an improved predictive model using retinal images from the Qatari population, addressing the limitations of current diagnostic methods. …"

Trans-resveratrol-loaded nanostructured lipid carrier formulations for pulmonary drug delivery using medical nebulizers حسب Iftikhar, Khan

"…Moreover, the air jet nebulizer exhibited significantly higher emitted dose (ED) (87.44 ± 3.36%), fine particle dose (FPD) (1652.52 ± 9.68 µg) fine particle fraction (FPF) (36.25 ± 4.26%), and respirable fraction (RF) (93.41 ± 4.03%) when the F1 formulation was used as compared to the F2 formulation. …"
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Long Term HbA1c Prediction Using Multi-Stage CGM Data Analysis حسب Md Shafiqul Islam (7010348)

"…Accurate prediction of HbA1c can greatly improve the way diabetic patients are treated and can potentially avoid related consequences. This study devises a framework to predict HbA1c levels 2-3 months in advance by using blood glucose data collected through continuous glucose monitoring (CGM) sensors and leveraging advanced feature extraction and machine learning techniques. …"