Search Results - "Mohammed, Mazin Abed"

An extensive review of state-of-the-art transfer learning techniques used in medical imaging: Open issues and challenges by Mukhlif, Abdulrahman Abbas, Al-Khateeb, Belal, Mohammed, Mazin Abed

“…Deep learning techniques, which use a massive technology known as convolutional neural networks, have shown excellent results in a variety of areas, including…”
Get full text

Cloud computing-based framework for heart disease classification using quantum machine learning approach by Enad, Huda Ghazi, Mohammed, Mazin Abed

“…Accurate early identification and treatment of cardiovascular diseases can prevent heart failure problems and reduce mortality rates. This study aims to use…”
Get full text

Adaptive intelligent learning approach based on visual anti-spam email model for multi-natural language by Mohammed, Mazin Abed, Ibrahim, Dheyaa Ahmed, Salman, Akbal Omran

“…Spam electronic mails (emails) refer to harmful and unwanted commercial emails sent to corporate bodies or individuals to cause harm. Even though such mails…”
Get full text

Dimensions of artificial intelligence techniques, blockchain, and cyber security in the Internet of medical things: Opportunities, challenges, and future directions by Ameen, Aya Hamid, Mohammed, Mazin Abed, Rashid, Ahmed Noori

“…The Internet of medical things (IoMT) is a modern technology that is increasingly being used to provide good healthcare services. As IoMT devices are…”
Get full text

Deciphering the Complexities of COVID‐19‐Related Cardiac Complications: Enhancing Classification Accuracy With an Advanced Deep Learning Framework by Benameur, Narjes, Sassi, Ameni, Ouarda, Wael, Mahmoudi, Ramzi, Arous, Younes, Mohammed, Mazin Abed, Amar, Chokri ben, Labidi, Salam, Mahjoubi, Halima

“…ABSTRACT The literature has widely described the interaction between cardiac complications and COVID‐19. However, the diagnosis of cardiac complications caused…”
Get full text

Smart Healthcare System for Severity Prediction and Critical Tasks Management of COVID-19 Patients in IoT-Fog Computing Environments by Hameed Abdulkareem, Karrar, Awad Mutlag, Ammar, Musa Dinar, Ahmed, Frnda, Jaroslav, Abed Mohammed, Mazin, Hasan Zayr, Fawzi, Lakhan, Abdullah, Kadry, Seifedine, Ali Khattak, Hasan, Nedoma, Jan

“…COVID-19 has depleted healthcare systems around the world. Extreme conditions must be defined as soon as possible so that services and treatment can be…”
Get full text

A review on voice pathology: Taxonomy, diagnosis, medical procedures and detection techniques, open challenges, limitations, and recommendations for future directions by Abdulmajeed, Nuha Qais, Al-Khateeb, Belal, Mohammed, Mazin Abed

“…Speech is a primary means of human communication and one of the most basic features of human conduct. Voice is an important part of its subsystems. A speech…”
Get full text

Use of Deep Learning and Blockchain Technologies in Healthcare Industry by Mohammed, Mazin Abed, Kadry, Seifedine, Geman, Oana

“…This editorial summarises the special issue entitled “Deep Learning Blockchain-enabled Technology for Improved Healthcare Industrial Systems”, which deals with…”
Get full text

Intelligent Grapevine Disease Detection Using IoT Sensor Network by Hnatiuc, Mihaela, Ghita, Simona, Alpetri, Domnica, Ranca, Aurora, Artem, Victoria, Dina, Ionica, Cosma, Mădălina, Abed Mohammed, Mazin

“…The Internet of Things (IoT) has gained significance in agriculture, using remote sensing and machine learning to help farmers make high-precision management…”
Get full text

Adaptive Deep Learning Detection Model for Multi-Foggy Images by Arif, Zainab Hussein, Mahmoud, Moamin A, Abdulkareem, Karrar Hameed, Kadry, Seifedine, Mohammed, Abed Mazin, Mohammed, Nasser Al-Mhiqani, Al-Waisy, Alaa S, Nedoma, Jan

“…The fog has different features and effects within every single environment. Detection whether there is fog in the image is considered a challenge and giving…”
Get full text

Federated learning enables intelligent reflecting surface in fog-cloud enabled cellular network by Lakhan, Abdullah, Abed Mohammed, Mazin, Kadry, Seifedine, Hameed Abdulkareem, Karrar, Taha Al-Dhief, Fahad, Hsu, Ching-Hsien

“…The intelligent reflecting surface (IRS) is a ground-breaking technology that can boost the efficiency of wireless data transmission systems. Specifically, the…”
Get full text

Mapping and Deep Analysis of Image Dehazing: Coherent Taxonomy, Datasets, Open Challenges, Motivations, and Recommendations by Abdulkareem, Karrar Hameed, Arbaiy, Nureize, Arif, Zainab Hussein, Al-Mhiqani, Mohammed Nasser, Mohammed, Mazin Abed, Kadry, Seifedine, Alyasseri, Zaid Abdi Alkareem

“…Our study aims to review and analyze the most relevant studies in the image dehazing field. Many aspects have been deemed necessary to provide a broad…”
Get full text

Federated-Learning Based Privacy Preservation and Fraud-Enabled Blockchain IoMT System for Healthcare by Lakhan, Abdullah, Mohammed, Mazin Abed, Nedoma, Jan, Martinek, Radek, Tiwari, Prayag, Vidyarthi, Ankit, Alkhayyat, Ahmed, Wang, Weiyu

“…These days, the usage of machine-learning-enabled dynamic Internet of Medical Things (IoMT) systems with multiple technologies for digital healthcare…”
Get full text

Realizing an Effective COVID-19 Diagnosis System Based on Machine Learning and IoT in Smart Hospital Environment by Abdulkareem, Karrar Hameed, Mohammed, Mazin Abed, Salim, Ahmad, Arif, Muhammad, Geman, Oana, Gupta, Deepak, Khanna, Ashish

“…The aim of this study is to propose a model based on machine learning (ML) and Internet of Things (IoT) to diagnose patients with COVID-19 in smart hospitals…”
Get full text

Incorporating a Novel Dual Transfer Learning Approach for Medical Images by Mukhlif, Abdulrahman Abbas, Al-Khateeb, Belal, Mohammed, Mazin Abed

“…Recently, transfer learning approaches appeared to reduce the need for many classified medical images. However, these approaches still contain some limitations…”
Get full text

Smart-Contract Aware Ethereum and Client-Fog-Cloud Healthcare System by Lakhan, Abdullah, Mohammed, Mazin Abed, Rashid, Ahmed N, Kadry, Seifedine, Panityakul, Thammarat, Abdulkareem, Karrar Hameed, Thinnukool, Orawit

“…The Internet of Medical Things (IoMT) is increasingly being used for healthcare purposes. IoMT enables many sensors to collect patient data from various…”
Get full text

Autism Spectrum Disorder detection framework for children based on federated learning integrated CNN-LSTM by Lakhan, Abdullah, Mohammed, Mazin Abed, Abdulkareem, Karrar Hameed, Hamouda, Hassen, Alyahya, Saleh

“…The incidence of Autism Spectrum Disorder (ASD) among children, attributed to genetics and environmental factors, has been increasing daily. ASD is a…”
Get full text

A Novel Low-Latency and Energy-Efficient Task Scheduling Framework for Internet of Medical Things in an Edge Fog Cloud System by Alatoun, Kholoud, Matrouk, Khaled, Mohammed, Mazin Abed, Nedoma, Jan, Martinek, Radek, Zmij, Petr

“…In healthcare, there are rapid emergency response systems that necessitate real-time actions where speed and efficiency are critical; this may suffer as a…”
Get full text

DRLBTS: deep reinforcement learning-aware blockchain-based healthcare system by Lakhan, Abdullah, Mohammed, Mazin Abed, Nedoma, Jan, Martinek, Radek, Tiwari, Prayag, Kumar, Neeraj

“…Industrial Internet of Things (IIoT) is the new paradigm to perform different healthcare  applications with different services in daily life. Healthcare…”
Get full text

Fully Homomorphic Enabled Secure Task Offloading and Scheduling System for Transport Applications by lakhan, Abdullah, Mohammed, Mazin Abed, Garcia-Zapirain, Begonya, Nedoma, Jan, Martinek, Radek, Tiwari, Prayag, Kumar, Neeraj

“…With an emerging development in transport technologies, many applications in vehicular environments access roadside unit (RSU) services for tasks offloading…”
Get full text