16S rRNA Gene-Based Characterization and Functional Profiling of the Microbiome in Young Adults حسب Makhlouf, Rita

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Modeling of photovoltaic soiling loss as a function of environmental variables حسب Wasim Javed (6105866)

"…The ANN model performed significantly better in predicting daily ΔCIas well as cumulative CI than the linear model in term of R2 values and statistical error indexes. …"

An App for Navigating Patient Transportation and Acute Stroke Care in Northwestern Ontario Using Machine Learning: Retrospective Study حسب Ayman Hassan (14426412)

"…The data were distributed for training (35%), testing (35%), and validation (30%) of the prediction model.</p><h3>Results</h3><p dir="ltr">In total, 70,623 records were collected in the data set from Ornge and land medical transport services to develop a prediction model. …"

A customised fetal growth and birthweight standard for Qatar: a population-based cohort study حسب Thomas Farrell (3933833)

"…<h3>Objectives</h3><p dir="ltr">Customized birthweight centiles have improved the detection of small for gestational age (SGA) and large for gestational age (LGA) babies compared to existing population standards. …"

The utility of a deep learning-based approach in Her-2/neu assessment in breast cancer حسب Saidul Kabir (15302407)

"…The framework consists of three phases: identification of tumor patches, scoring of tumor patches, and Her-2/neu score prediction for whole slide images (WSI) based on the distribution of each score. …"

The utility of a deep learning-based approach in Her-2/neu assessment in breast cancer حسب Saidul, Kabir

"…The framework consists of three phases: identification of tumor patches, scoring of tumor patches, and Her-2/neu score prediction for whole slide images (WSI) based on the distribution of each score. …"
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Thermal Conductivities of Choline Chloride-Based Deep Eutectic Solvents and Their Mixtures with Water: Measurement and Estimation حسب Ibrahim, Taleb

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Thermal Conductivities of Choline Chloride-Based Deep Eutectic Solvents and Their Mixtures with Water: Measurement and Estimation حسب Ibrahim, Taleb

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A machine learning-based optimization approach for pre-copy live virtual machine migration حسب Raseena M. Haris (17773470)

"…The experiment results show that our proposed model outperforms other machine learning models in terms of prediction accuracy and it significantly reduces downtime or service unavailability during the migration process.…"

Deep transfer learning strategy in intelligent fault diagnosis of gas turbines based on the Koopman operator حسب Fatemeh Negar Irani (22302835)

"…A <u>deep neural network</u>-based transfer learning framework is proposed for realizing a precise adaptive linear model called the deep transfer linear (DTL) model enabling reliable prediction of the system’s behavior in various situations and designing structured fault residuals. …"

Reduced neural network based ensemble approach for fault detection and diagnosis of wind energy converter systems حسب Khaled Dhibi (16891524)

"…EL is a technique that creates and combines multiple machine learning models in order to produce one optimal predictive model which gives improved results. The goal of this paper is to develop and validate effective neural networks based ensemble approach. …"

Deep learning-based beat-to-beat arterial blood pressure estimation using distant radar signals حسب Farhana Ahmed Chowdhury (22564808)

"…While traditional cuff-based approaches are non-invasive, they have limitations in providing continuous blood pressure monitoring. …"

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. …"

Incidence, Risk Factors, and Outcomes of Preterm and Early Term Births: A Population-Based Register Study حسب Salma Younes (6424865)

The Prevalence and Genetic Spectrum of Familial Hypercholesterolemia in Qatar Based on Whole Genome Sequencing of 14,000 Subjects حسب Ilhame Diboun (3522413)

"…This pioneering study provides a reliable estimate of FH prevalence in Qatar based on a significantly large population-based cohort, whilst uncovering the spectrum of genetic variants associated with FH.…"

Non-Linear Programming-Based Energy Management for a Wind Farm Coupled with Pumped Hydro Storage System حسب Jannet Jamii (21383663)

"…The forecasting module is responsible for predicting the wind power generation and load demand. …"

Epidemiology of extended-spectrum beta-lactamase producing Enterobacteriaceae in Qatar: A 3-year hospital-based study حسب Musaed Alsamawi (14778031)

FlashDetR: A deep learning pipeline for early detection and time estimation of flashover in high-voltage insulators using infrared videos حسب Najmath Ottakath (17430912)

"…In this work, we propose a pipeline named Flashover Detector and Time Estimator, which integrates a transformer-based model to accurately predict flashover occurrences, while a Three Dimensional Convolutional Neural Network-based model estimates the time to flashover. …"

Mathematical Model-Based Optimization of Continuous Flow Photobioreactor Operating at Steady State Using MATLAB Optimization Function حسب Ibrahim M. Abu-Reesh (4501213)

"…The <i>fmincon</i> optimization results agree well with the literature that used different optimization methods. The model-based optimization predicts the best performance of PBR without conducting experiments. …"

Prostate-based biofluids for the detection of prostate cancer: A comparative study of the diagnostic performance of cell-sourced RNA biomarkers حسب Roberts, Matthew J.

"…The aim of this study was to investigate if PEUW contained prostate-based material, evidenced by the presence of prostate specific antigen (PSA), and to evaluate the diagnostic performance of PEUW-based biomarkers. …"
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