Mazin Abed Mohammed
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View article: Blockchain-Integrated Edge-Cloud-Enabled Healthcare Data Analytics Based on Distributed Federated Learning and Deep Neural Networks
Blockchain-Integrated Edge-Cloud-Enabled Healthcare Data Analytics Based on Distributed Federated Learning and Deep Neural Networks Open
The exponential growth of healthcare Internet of Things (IoT) data necessitates secure, low-latency analytics that extend beyond centralized architectures. This paper presents BDAFL DNN, a blockchain-integrated data analytics framework tha…
View article: Privacy-preserving communication in smart city transportation using elliptic curve cryptography
Privacy-preserving communication in smart city transportation using elliptic curve cryptography Open
The integration of cyber-physical systems (CPS) with the Internet of Things (IoT) in smart city transportation systems presents promising opportunities, however poses challenges in data privacy and security. This paper proposes a novel app…
View article: Adaptive Federated Learning Empowered Wireless Localization Framework Using Vehicle Sensors
Adaptive Federated Learning Empowered Wireless Localization Framework Using Vehicle Sensors Open
Currently, wireless localization plays a vital role in supporting a wide range of tasks within smart cities. For example, vehicle tracking services are increasingly used in tunnels and bridges to detect objects and prevent collisions. Both…
View article: Enhancing Routing Efficiency in VANETs by Leveraging 5G to Mitigate Congestion
Enhancing Routing Efficiency in VANETs by Leveraging 5G to Mitigate Congestion Open
Transportation networks impact millions of people daily. Their efficiency immediately affects travel time, safety, and environmental sustainability. Unfortunately, various issues hinder the expected performance and efficiency of these netw…
View article: Hybrid Quantum-Assisted Deep Learning Model for Early-Stage Alzheimer’s Disease Classification Based on MRI Images
Hybrid Quantum-Assisted Deep Learning Model for Early-Stage Alzheimer’s Disease Classification Based on MRI Images Open
Alzheimer's disease (AD) presents significant diagnostic challenges owing to the subtle morphological similarities observed in the early stages, with traditional deep learning approaches often struggling to distinguish between the various …
View article: WOA-COVID-19: Whale Optimization Algorithm for Selection of Multi-Examination Features based on COVID-19 Infections
WOA-COVID-19: Whale Optimization Algorithm for Selection of Multi-Examination Features based on COVID-19 Infections Open
Since its emergence in late 2019, COVID-19 (Coronavirus Disease 2019) has become one of the most critical global health threats, claiming millions of lives and placing many more at serious risk. The complexity of diagnosing COVID-19 lies i…
View article: Privacy-Preserving Integration of GPT-4 and Natural Language Processing via Secure Multi-Party Computation for Healthcare Data
Privacy-Preserving Integration of GPT-4 and Natural Language Processing via Secure Multi-Party Computation for Healthcare Data Open
Integrating Generative Pre-Trained Transformer (GPT-4) in healthcare heralds a transformative era, automating routine tasks and empowering physicians to focus on complex patient care. GPT-4's role in patient education simplifies medical te…
View article: Natural radioactivity and radiation risks of soils in Ali Al-Sharqi and Kumait, Iraq
Natural radioactivity and radiation risks of soils in Ali Al-Sharqi and Kumait, Iraq Open
Humans are subjected to natural radiation from external sources, such as radionuclides on Earth and cosmic radiation, as well as internal radiation from radionuclides integrated into the body. Radionuclide intake occurs mostly through the …
View article: The Use of Roselle Flower Powder Compared to the Antioxidants [BHT] and its Effect on Productive Performance of Laying Hens
The Use of Roselle Flower Powder Compared to the Antioxidants [BHT] and its Effect on Productive Performance of Laying Hens Open
The study was conducted at the poultry field in the animal production department / College of Agriculture / Kirkuk University from 2023/10/1 – 2023/12/25. The study aimed to evaluate using Roselle flower powder compared to antioxidants [BH…
View article: Enhancing transparency and efficiency in blockchain harvest: Empowering farmers and consumers through transparent trading in agricultural applications
Enhancing transparency and efficiency in blockchain harvest: Empowering farmers and consumers through transparent trading in agricultural applications Open
With the development of edge-cutting technologies, digital agriculture farming, product selling, and purchasing have been increasing progressively. On the other hand, transparency in digital agricultural agrochemicals (pesticides or herbic…
View article: Advanced Machine Learning Models for Accurate Kidney Cancer Classification Using CT Images
Advanced Machine Learning Models for Accurate Kidney Cancer Classification Using CT Images Open
Kidney cancer, particularly renal cell carcinoma (RCC), poses significant challenges in early and accurate diagnosis due to the complexity of tumor characteristics in computerized tomography (CT) images. Traditional diagnostic approaches o…
View article: Review: Medicinal plants ingredients, decoctions and therapeutic misuse
Review: Medicinal plants ingredients, decoctions and therapeutic misuse Open
The Article highlights medicinal plants contain many compounds that have therapeutic importance for many pathological conditions, which are a popular medical inheritance for many peoples and the methods of extraction of those medicinal pla…
View article: An Implementation of Deep Reinforcement Learning‐Based Routing Framework for Open‐Network Operating System‐Controlled and Mininet‐Emulated Software‐Defined Networking
An Implementation of Deep Reinforcement Learning‐Based Routing Framework for Open‐Network Operating System‐Controlled and Mininet‐Emulated Software‐Defined Networking Open
Coping with the unprecedented surge in traffic volume necessitates a profound overhaul of traditional networking architectures. In response, software‐defined networking (SDN) has emerged as a groundbreaking architecture that separates the …
View article: Securing Real-Time Data Transfer in Healthcare IoT Environments with Blockchain Technology
Securing Real-Time Data Transfer in Healthcare IoT Environments with Blockchain Technology Open
The increasing number of Internet of Things (IoT) devices in healthcare applications, particularly during emergencies, necessitates safe protocols for transmitting real-time data. Medical data are essential for healthcare applications, and…
View article: Smart Autism Spectrum Disorder Learning System Based on Remote Edge Healthcare Clinics and Internet of Medical Things
Smart Autism Spectrum Disorder Learning System Based on Remote Edge Healthcare Clinics and Internet of Medical Things Open
Autism spectrum disorder (ASD) is a brain disorder causing issues among many young children. For children suffering from ASD, their learning ability is typically slower when compared to normal children. Therefore, many technologies aiming …
View article: A systematic review of techniques and clinical evidence to adopt virtual reality in post-stroke upper limb rehabilitation
A systematic review of techniques and clinical evidence to adopt virtual reality in post-stroke upper limb rehabilitation Open
Recognizing the limitations of traditional therapy can be tedious and demotivating, we explore VR’s dynamic and immersive environment to potentially improve patient engagement and motivation. This approach promises accelerated recovery by …
View article: Insider threat detection in cyber-physical systems: a systematic literature review
Insider threat detection in cyber-physical systems: a systematic literature review Open
The rapid expansion of cyber-physical systems (CPSs) has introduced new security challenges, leading to the emergence of various threats, attacks, and controls aimed at addressing security concerns in this evolving CPS landscape. However, …
View article: Outcome of autologous bone marrow transplant in patients with relapsed and refractory diffuse large B-cell lymphoma in relation with prognostic factor: A single-center experience
Outcome of autologous bone marrow transplant in patients with relapsed and refractory diffuse large B-cell lymphoma in relation with prognostic factor: A single-center experience Open
BACKGROUND: Currently, about 50% of diffuse large B-cell lymphoma patients are relapsed following their complete response to first-line therapy. The treatment strategy for fit patients with relapsed refractory diffuse large B-cell lymphoma…