Application of Healthcare Management Technologies for COVID-19 Pandemic Using Internet of Things and Machine Learning Algorithms

Ismaeel, Nooruldeen Q.; Mohammed, Husam Jasim; Chaloob, Ibrahim Zeghaiton; Kwekha-Rashid, Ameer Sardar; Alhayani, Bilal; Alkhayyat, Ahmed; Abbas, Sara Taher; Dauwed, Mohammed; Alkawak, Omar A.

doi:10.1007/s11277-023-10663-2

Cited by 6 publications

(7 citation statements)

References 49 publications

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“…Micro-bending losses and macro-bending losses are the two categories of bending losses. The difference between micro-bending and macro-bending losses is that nanometersized deviations in the fiber cause the former [51,53].…”

Section: Research Methodology the Mechanisms Responsible For Optical ...mentioning

confidence: 99%

A Survey of the Mechanisms Impairing Optical fiber communications performance

Rida

2024

jes

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The growth of information technology and Internet networks, combined with nearly daily use and many subscribers, has caused the volume of data stored in communication systems to balloon to enormous proportions. Optical fiber cable is the medium for data transfer because it has a bandwidth far more significant than other transmission methods and can span significantly greater distances. The transmission of information from one location to another can be accomplished via a technique known as fiber-optic communication. This involves passing pulses of light over an optical fiber. Optical fiber performance is affected by many effects, including attenuation, dispersion, scattering, and bending. It is feasible to enhance the performance of optical fibers for communications by utilizing carbon nanotubes and multiple coding technologies. This can be accomplished via integrated optical circuits or by making the cable more advanced and developing it further. Photosynthesis is accomplished by utilizing carbon tubes and the optical property inside them.

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Section: Research Methodology the Mechanisms Responsible For Optical ...mentioning

confidence: 99%

A Survey of the Mechanisms Impairing Optical fiber communications performance

Rida

2024

jes

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“…In 2016, researchers at the University of South Australia pioneered a new multimodal sign language recognition system. ModDrop: adaptive multimodal gesture recognition opens new avenues for integrating multiple data modalities into a unified, performance-enhancing framework, offering essential insights into multimodal data integration for sign language recognition [35][36][37]. Each of these contributions underscores the dynamic and evolving landscape of sign language recognition research, highlighting the technological advancements and methodological innovations driving progress in this crucial area of study.…”

Section: Literature Reviewmentioning

confidence: 99%

Kurdish Sign Language Recognition Using Pre-Trained Deep Learning Models

Ali A. Alsaud

2024

jes

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In the tapestry of rich human communication, sign language gleams like one of the basic threads of this art, giving voice to hundreds of deaf and hard-of-hearing individuals in the region. The technology for recognizing and translating sign language fell far behind what these communities needed. Therefore, the present investigation is going to compare the performance of three top-performing deep learning algorithms in recognizing the signs created from the database of Kurdish Sign Language. The models are going to be put to a rigorous test, with a variety of signs drawn. All the 3 models give a performance that is—from all indications—good or even excellent, this is MobileNetV2, a very good candidate that manages to walk an amazing line between the requirements of high accuracy, low space complexity, and acceptable time complexity. We conclude by looking at some exciting opportunities for future research, including integrating our models into hardware devices and expanding our study to a larger variety of sign languages. And just as any good journey would, it throws up as many questions as it answers, leaving us inspired by the many possibilities that will need to be explored to enhance communication for all.

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“…Hence, every appreciated sent by a centre point records the centres from which it has heard. Each inside direct checks toward guarantees that it uses just courses to adjacent that have heard the centre point's recognized message [28][29][30]. To save neighbourhood information exchange limit, such checking should be performed just if unequivocally composed into the hub.…”

Section: Related Workmentioning

confidence: 99%

“…We want to design all three system models of cooperative image transmission using all our contributions discussed above [21]. The relay node will be work as mechanism of decode and forward [28][29][30]. This model in figure 6 is based on below figure 1 system model of two day relay assisted communication IoT approach.…”

Section: System Designmentioning

confidence: 99%

Enhancing Security and Sensors Emerging Internet of Things (IoT) Technology of Homophone-Based Encryption using MANET‐IoT Networks Technique

Adnan Yousif Dawod

2024

jes

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The emerging Internet of Things (IoT) technology brings several benefits to the real-time applications of the smart city project. The IoT-enabled technologies are driven by the networks like Mobile Ad hoc Network (MANET), Vehicular Ad Hoc Network (VANET), Wireless Sensor Network (WSN), Underwater Wireless Sensor Network (UWSN), etc. The core functionality of IoT-enabled technologies mainly depends on routing functionality. The focus of this work is on the IoT-enabled MANET, i.e., IoT-MANET routing methods. There are several types of research conducted so far on the efficiency of MANET in different areas such as routing protocol, MAC protocol, queue, etc. Routing protocols are the major domain on which the performance of IoT-MANET has been analyzed. There are different types of routing protocols have introduced for the MANETs. The use and selection routing methods are done as per the real-time application needs. An average Ad hoc On-Demand Vector (AODV) routing protocol had shown good results under any type of network. The increase in internet usage for communication has led to a significant growth in the volume of data being transmitted over the internet, including computer data, text, video, audio, sound, and images. However, due to limited network capacities, efficient compression methods are needed to reduce the amount of data while preserving its quality and ensuring timely transmission. Data confidentiality is a crucial aspect of network security, and the homophone-based encryption with compression (HEC) technique offers a viable solution in this regard.

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Application of Healthcare Management Technologies for COVID-19 Pandemic Using Internet of Things and Machine Learning Algorithms

Cited by 6 publications

References 49 publications

A Survey of the Mechanisms Impairing Optical fiber communications performance

A Survey of the Mechanisms Impairing Optical fiber communications performance

Kurdish Sign Language Recognition Using Pre-Trained Deep Learning Models

Enhancing Security and Sensors Emerging Internet of Things (IoT) Technology of Homophone-Based Encryption using MANET‐IoT Networks Technique

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