Developing a Mobile Automated Medical Assistant for Hospitals in Bangladesh

Hossen, Md Abir; Zahir, Ebad; Ata-E-Rabbi, H M; Azam, Md Ali; Rahman, Hafizur

doi:10.1109/aiiot52608.2021.9454236

Cited by 7 publications

(5 citation statements)

References 6 publications

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“…The revolution of the ToF camera, as an example, has enabled the camera to move from simply capturing the streamed images to providing additional depth information to the images, thus provoking a wide range of recognition tasks such as hand gestures [32] and facial expressions [33]. Recently, significant advances in detection accuracy and range, and the power consumption of the ToF sensor, have continued to boost novel applications in both industrial automation [34] and consumer electronics [35]. Diverse sensing techniques have been utilized for specific HAR scenarios and have provided outperforming recognition performance, which motivated us to write this survey focusing on those state-of-the-art sensing techniques with in-depth exploration and extensive analysis.…”

Section: General Process Of Human Activity Recognitionmentioning

confidence: 99%

The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey

Bian

Liu

Zhou

et al. 2022

Sensors

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Human activity recognition (HAR) has become an intensive research topic in the past decade because of the pervasive user scenarios and the overwhelming development of advanced algorithms and novel sensing approaches. Previous HAR-related sensing surveys were primarily focused on either a specific branch such as wearable sensing and video-based sensing or a full-stack presentation of both sensing and data processing techniques, resulting in weak focus on HAR-related sensing techniques. This work tries to present a thorough, in-depth survey on the state-of-the-art sensing modalities in HAR tasks to supply a solid understanding of the variant sensing principles for younger researchers of the community. First, we categorized the HAR-related sensing modalities into five classes: mechanical kinematic sensing, field-based sensing, wave-based sensing, physiological sensing, and hybrid/others. Specific sensing modalities are then presented in each category, and a thorough description of the sensing tricks and the latest related works were given. We also discussed the strengths and weaknesses of each modality across the categorization so that newcomers could have a better overview of the characteristics of each sensing modality for HAR tasks and choose the proper approaches for their specific application. Finally, we summarized the presented sensing techniques with a comparison concerning selected performance metrics and proposed a few outlooks on the future sensing techniques used for HAR tasks.

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Section: General Process Of Human Activity Recognitionmentioning

confidence: 99%

The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey

Bian

Liu

Zhou

et al. 2022

Sensors

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“…Organizations today need a flexible and scalable way in which they can access large amounts of data from thousands of different information to Hadoop. With Data Lake-as-a-Service, organizations benefit from the automated data entry method, based on a template that brings the flexibility and flexibility needed in today's dynamic data environment (Hossen et al, 2021). The service helps eliminate manual errors related to strict coding data import processes.…”

Section: Challenges Of Data Import and Data Lake-as-a-servicementioning

confidence: 99%

Strategic Growth of Everything-as-a-Service (XaaS) Business Model Transformation

Chimakurthi

2021

Eng. int. (Dhaka)

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The study presents the XaaS architecture and explores how this business model has strategically developed and how it has revolutionized the whole business industry. The study indicates how this particular business model allows companies to enhance the range of advantages of Internet Cloud model applications, particularly when it deals with process of media processing and customization of users. Its huge benefits with negligible disadvantages are mentioned as part of the presented research. This study will help to understand the services of XaaS model, challenges experiencing by it and its future opportunities. This will also assists new scholars of field to build a better understanding and better prospects regarding XaaS in future.

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“…The health recovery path would take long, especially when reviving the medical and nursing education systems (Hossen et al, 2021). Today, almost one in every three Kosovars has been reported to find the healthcare system unaffordable.…”

Section: How the Kosovo Conflict Affected The Healthcare Systemmentioning

confidence: 99%

Education and Healthcare Reforms in Post-Conflict Setting: Case Studies in Kosovo

Han

2021

Asian j. humanity, art lit.

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Kosovo is a small country that was first declared an independent state on 17 February 2008. Albanians make up 90% of the overall population, whereas the Serbs, Turks, Bosnians, and Roma make up to 10% of the total population as the minority group. Before 1999, Kosovo was part of the Yugoslav organization, but after the March –June 1999 conflicts, the North Atlantic Treaty Forces (NATO), thus bringing Kosovo under United Nations administration (Solana, 114-120). Post-conflict recovery is heavy for Kosovo as it entails rebuilding numerous systems' infrastructure for both the healthcare system and education system (Solana, 114-120). The infrastructure and procedures need to be carefully reorganized to curb both communicable and non-communicable diseases to restructure family care and also to better the education provided in Kosovo. The new state is experiencing a slow economic growth rate of less than 4% causing a slow growth rate of both the education and the healthcare system. This rate of economic growth is caused by almost half of the Kosovo people being unemployed and young. The state of the education system in Kosovo has been affected by many different players that have over the years disintegrated the education system and particularly left adverse effects on children and women. According to the PISA international exam for international students OECD exam that was conducted to test the ability of learners to study, Kosovo students became the last three position out of the 73 counties that took the test for math and reading. This shows that the quality of education at these schools is still low. This indicated poor planning in the Kosovo education system for instance the high congestion in schools since due to the overcrowding, students do not get to experience the personalized teaching they require hence both the learners and teachers end up feeling stressed, poor funding for schools in Kosovo, poor working standards and low salaries for teachers. These reforms were to help Albania to reform from the adverse effects of conflict by the Serbians. The aim of these reforms for both healthcare and education was to improve the current unfavorable conditions like lack of equipment as the learners would sit on the floor and write on each other’s backs and hospitals lacked equipment for work.

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Developing a Mobile Automated Medical Assistant for Hospitals in Bangladesh

Cited by 7 publications

References 6 publications

The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey

The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey

Strategic Growth of Everything-as-a-Service (XaaS) Business Model Transformation

Education and Healthcare Reforms in Post-Conflict Setting: Case Studies in Kosovo

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