Search Results - "Marwa Qaraqe"

Predicting long-term type 2 diabetes with support vector machine using oral glucose tolerance test by Abbas, Hasan T, Alic, Lejla, Erraguntla, Madhav, Ji, Jim X, Abdul-Ghani, Muhammad, Abbasi, Qammer H, Qaraqe, Marwa K

“…Diabetes is a large healthcare burden worldwide. There is substantial evidence that lifestyle modifications and drug intervention can prevent diabetes,…”
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MEFood: A Large-Scale Representative Benchmark of Quotidian Foods for the Middle East by Ansari, Mohammed Yusuf, Qaraqe, Marwa

“…Automatic food recognition systems have been receiving increasing attention in the research community with the advancements in inductive learning (e.g.,…”
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Stress Classification Using Photoplethysmogram-Based Spatial and Frequency Domain Images by Elzeiny, Sami, Qaraqe, Marwa

“…Stress is subjective and is manifested differently from one person to another. Thus, the performance of generic classification models that classify stress…”
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A novel few shot learning derived architecture for long-term HbA1c prediction by Qaraqe, Marwa, Elzein, Almiqdad, Belhaouari, Samir, Ilam, Md Shafiq, Petrovski, Goran

“…Regular monitoring of glycated hemoglobin (HbA1c) levels is important for the proper management of diabetes. Studies demonstrated that lower levels of HbA1c…”
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Automatic and Intelligent Stressor Identification Based on Photoplethysmography Analysis by Elzeiny, Sami, Qaraqe, Marwa

“…A stressor is an external stimulus that an individual might consider demanding or threatening regarding his/her safety. Stressors cause the release of stress…”
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Unveiling the future of breast cancer assessment: a critical review on generative adversarial networks in elastography ultrasound by Ansari, Mohammed Yusuf, Qaraqe, Marwa, Righetti, Raffaella, Serpedin, Erchin, Qaraqe, Khalid

“…Elastography Ultrasound provides elasticity information of the tissues, which is crucial for understanding the density and texture, allowing for the diagnosis…”
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Fine-Tuned RNN-Based Detector for Electricity Theft Attacks in Smart Grid Generation Domain by Eddin, Maymouna Ez, Albaseer, Abdullatif, Abdallah, Mohamed, Bayhan, Sertac, Qaraqe, Marwa, Al-kuwari, Saif, Abu-Rub, Haitham

“…In this paper, we investigate the problem of electricity theft attacks on smart meters when malicious customers (i.e., adversaries) claim injecting more…”
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A Review of Artificial Intelligence Applications in Hematology Management: Current Practices and Future Prospects by El Alaoui, Yousra, Elomri, Adel, Qaraqe, Marwa, Padmanabhan, Regina, Yasin Taha, Ruba, El Omri, Halima, El Omri, Abdelfatteh, Aboumarzouk, Omar

“…Machine learning (ML) and deep learning (DL) methods have recently garnered a great deal of attention in the field of cancer research by making a noticeable…”
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Security in Wireless Body Area Networks: From In-Body to Off-Body Communications by Usman, Muhammad, Asghar, Muhammad Rizwan, Ansari, Imran Shafique, Qaraqe, Marwa

“…Wireless body area networks (WBANs) play a vital role in shaping today's healthcare systems. Given the critical nature of a WBAN in one's health to…”
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Impact of mainstream classroom setting on attention of children with autism spectrum disorder: an eye-tracking study by Banire, Bilikis, Al Thani, Dena, Qaraqe, Marwa, Mansoor, Bilal, Makki, Mustapha

“…It has long been reported that children with autism spectrum disorder (ASD) exhibit attention difficulties while learning. They tend to focus on irrelevant…”
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A novel multi-scale violence and public gathering dataset for crowd behavior classification by Elzein, Almiqdad, Basaran, Emrah, Yang, Yin David, Qaraqe, Marwa

“…Dependable utilization of computer vision applications, such as smart surveillance, requires training deep learning networks on datasets that sufficiently…”
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Enhancing ECG-based heart age: impact of acquisition parameters and generalization strategies for varying signal morphologies and corruptions by Ansari, Mohammed Yusuf, Qaraqe, Marwa, Righetti, Raffaella, Serpedin, Erchin, Qaraqe, Khalid

“…Electrocardiogram (ECG) is a non-invasive approach to capture the overall electrical activity produced by the contraction and relaxation of the cardiac…”
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Advanced Techniques for Predicting the Future Progression of Type 2 Diabetes by Islam, Md. Shafiqul, Qaraqe, Marwa K., Belhaouari, Samir Brahim, Abdul-Ghani, Muhammad A.

“…Diabetes is a costly and burdensome metabolic disorder that occurs due to the elevation of glucose levels in the bloodstream. If it goes unchecked for an…”
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Automatic food recognition system for middle‐eastern cuisines by Marwa Qaraqe, Muhammad Usman, Kashif Ahmad, Amir Sohail, Ali Boyaci

“…The concerns for a healthier diet are increasing day by day, especially in diabetics wherein the aim of healthier diet can only be achieved by keeping a track…”
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PublicVision: A Secure Smart Surveillance System for Crowd Behavior Recognition by Qaraqe, Marwa, Elzein, Almiqdad, Basaran, Emrah, Yang, Yin, Varghese, Elizabeth B., Costandi, Wisam, Rizk, Jack, Alam, Nasim

“…Crowd behavior recognition plays a critical role in various domains, including public safety, event management, and urban planning. Understanding crowd…”
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Double-Edged Defense: Thwarting Cyber Attacks and Adversarial Machine Learning in IEC 60870-5-104 Smart Grids by Teryak, Hadir, Albaseer, Abdullatif, Abdallah, Mohamed, Al-kuwari, Saif, Qaraqe, Marwa

“…Smart grids (SGs), a cornerstone of modern power systems, facilitate efficient management and distribution of electricity. Despite their advantages, increased…”
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Parents of Children with Cleft Lip Exhibit Heightened Visual Attention to the Perioral Area by Abuelezz, Israa, Qaraqe, Marwa K., Stotland, Mitchell A.

“…Following high-quality surgical repair, children born with a cleft lip anomaly may still display lasting visual differences. We exposed control adults and…”
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Power Control Algorithms for Media Transmission in Remote Healthcare Systems by Sodhro, Ali Hassan, Pirbhulal, Sandeep, Qaraqe, Marwa, Lohano, Sonia, Sodhro, Gul Hassan, Junejo, Naveed Ur Rehman, Luo, Zongwei

“…Currently, medical media technologies have become a center of attention due to emerging trends in miniaturized wearable devices from factories to health corner…”
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Long Term HbA1c Prediction Using Multi-Stage CGM Data Analysis by Islam, Md Shafiqul, Qaraqe, Marwa Khalid, Belhaouari, SamirBrahim, Petrovski, Goran

“…The glycated hemoglobin (HbA1c) is regarded as an essential biomarker for diabetes management. Having an elevated HbA1c level significantly increases the risk…”
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The what, where, who, why, which, and how of collaborative play involving autistic children in educational context: a contextual inquiry by Hijab, Mohamad Hassan Fadi, Khattab, Shaza, Al Aswadi, Nahwan, Neves, Joselia, Qaraqe, Marwa, Othman, Achraf, Alsulaiti, Noora, Al-Thani, Dena

“…Introduction In educational settings, autistic children often encounter barriers to engaging in collaborative play. Notably, play is an important component of…”
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