Search Results - "Qaraqe, Marwa K."
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Predicting long-term type 2 diabetes with support vector machine using oral glucose tolerance test
Published in PloS one (11-12-2019)“…Diabetes is a large healthcare burden worldwide. There is substantial evidence that lifestyle modifications and drug intervention can prevent diabetes,…”
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Journal Article -
2
Fine-Tuned RNN-Based Detector for Electricity Theft Attacks in Smart Grid Generation Domain
Published in IEEE open journal of the Industrial Electronics Society (2022)“…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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Journal Article -
3
Advanced Techniques for Predicting the Future Progression of Type 2 Diabetes
Published in IEEE access (2020)“…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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4
Parents of Children with Cleft Lip Exhibit Heightened Visual Attention to the Perioral Area
Published in Plastic and reconstructive surgery. Global open (13-02-2023)“…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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Theoretical Limits of SoOP TDOA Localization of Unmanned Systems with Imperfect Synchronization
Published in 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (06-11-2023)“…Self-localization is of crucial importance to Unmanned Aerial Vehicle (UAV) industry. Localization systems such as the Global Positioning System (GPS) are…”
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Conference Proceeding -
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On the Secrecy Analysis of a RIS-aided Wireless Communication System Subject to Phase Quantization Errors
Published in 2022 International Balkan Conference on Communications and Networking (BalkanCom) (22-08-2022)“…In this paper, we analyze the physical layer security of a jamming-aided wireless communication system assisted by a reconfigurable intelligent surface (RIS)…”
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Conference Proceeding -
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Data Mining Techniques for Prediction of Type 2 Diabetes leading to Cardiovascular Disease
Published in 2021 IEEE 7th World Forum on Internet of Things (WF-IoT) (14-06-2021)“…Prevention or late onset of a disease progression can be accomplished if a data-mining technique can identify a person who is at a greater risk of developing…”
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Conference Proceeding -
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Early Prediction of Hemoglobin Alc: A novel Framework for better Diabetes Management
Published in 2020 IEEE Symposium Series on Computational Intelligence (SSCI) (01-12-2020)“…The Hemoglobin Alc (HbAlc) test reflects the average amount of glucose accumulated in the blood over the last 2-3 months. The HbAlc is considered as one of the…”
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Conference Proceeding -
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The Prediction of Diabetes Development: A Machine Learning Framework
Published in 2020 IEEE 5th Middle East and Africa Conference on Biomedical Engineering (MECBME) (27-10-2020)“…The development of diabetes occurs due to elevated glucose levels in the bloodstream. Prevention of diabetes or the delayed onset of diabetes is crucial. It…”
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Conference Proceeding -
10
Data Confidentiality for IoT Networks: Cryptographic Gaps and Physical-Layer Opportunities
Published in 2021 IEEE 26th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (01-10-2021)“…The conventional solution for providing data confidentiality is by means of encryption (a branch of cryptography). However, encryption schemes are generally…”
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Conference Proceeding -
11
Machine Learning for Diagnosis and Screening of Chronic Lymphocytic Leukemia Using Routine Complete Blood Count (CBC) Results
Published in Studies in health technology and informatics (29-06-2023)“…The comprehensive epidemiology and global disease burdens reported recently suggest that chronic lymphocytic leukemia (CLL) constitutes 25-30% of leukemias…”
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Journal Article -
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An Artificial Intelligence-Based Diagnostic System for Acute Lymphoblastic Leukemia Detection
Published in Studies in health technology and informatics (29-06-2023)“…This study suggests a novel Acute Lymphoblastic Leukemia (ALL) diagnostic model, built solely on complete blood count (CBC) records. Using a dataset comprised…”
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Journal Article -
13
Can Artificial Noise Boost Further the Secrecy of Dual-hop RIS-aided Networks?
Published 02-08-2022“…In this paper, we quantify the physical layer security of a dual-hop regenerative relaying-based wireless communication system assisted by reconfigurable…”
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Journal Article -
14
On the Physical Layer Security of a Dual-Hop UAV-based Network in the Presence of per-hop Eavesdropping and Imperfect CSI
Published 15-05-2022“…In this paper, the physical layer security of a dual-hop unmanned aerial vehicle-based wireless network, subject to imperfect channel state information (CSI)…”
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Journal Article -
15
Fine-Tuned RNN-Based Detector for Electricity Theft Attacks in Smart Grid Generation Domain
Published in Industrial Electronics Society, IEEE Open Journal of the (2022)“…In this article, we investigate the problem of electricity theft attacks on smart meters when malicious customers (i.e., adversaries) claim injecting more…”
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