International Journal of Engineering and Science Research is an international journal published . This is to publish to review research and articles fastly and with out no delay in devolop field of engineering and science Research
In this project, we wrote some informations about the assistive technology and with made a classification for it. At the end of the project, we have the assistive technology in the whole world and the impacts of it. The health of people with disabilities is very important and it shouldn't be ignored! #scichallenge2017
Accessibility of Public Spaces: Case Study of Ikeja, Lagos State, Nigeriainventionjournals
T: This article is about people with different capabilities. It engages with the theoretical framework of the social model of disability about how disability and ageing issues should be considered. In doing so it pays particular attention to the accessibility of the built environment. Disability will affect the lives of everyone at some point in their life, it is time society change to acknowledge this, with the ageing population and the prevailing increases in the number of the physically disabled people, public building, community design and other environmental barriers must be re-examined. Owing to this basic knowledge that the scholars and newspaper world regards "the aged" and "the disabled" as if they are discrete groups outside the common present thought of the society, it is therefore needed to understand that ageing and disabilities is a stage in life that people will experience at one point or the other of their life. The research work inquiries into the prominent demands for accessible built environment to carter for the population growth of the senior citizen and the disabled people.
Need of Technical Educational Integration in Disability Sector for Differentl...Dr. Amarjeet Singh
As per 2011 census there are 2.68 crore differently
abled persons in the country. Assistive devices and
equipments can significantly help persons with disabilities
to become independent in daily activities. There are many
eminent technical educational institutions in India and
many are conducting research works for the development
of assistive technology for the differently abled. So an
extensive search was conducted to explore the assistive
technology related projects undertaken in India. Out of 137
studies retrieved 34 met the inclusion criteria. The result
shows that many researches are being carried out for the
development of assistive technology in India. Many of the
products are in the prototype stage or in the feasibility
stage. It emphasises the need for extensive field testing and
commercial production of the assistive technologies. Such
initiatives will lead to differently abled empowerment. The
authors put forward some suggestions in this regard.
Framework for an Intelligent Affect Aware Smart Home Environment for Elderly ...CSCJournals
The population of elderly people has been increasing at a rapid rate over the last few decades and their population is expected to further increase in the upcoming future. Their increasing population is associated with their increasing needs due to problems like physical disabilities, cognitive issues, weakened memory and disorganized behavior, that elderly people face with increasing age. To reduce their financial burden on the world economy and to enhance their quality of life, it is essential to develop technology-based solutions that are adaptive, assistive and intelligent in nature. Intelligent Affect Aware Systems that can not only analyze but also predict the behavior of elderly people in the context of their day to day interactions with technology in an IoT-based environment, holds immense potential for serving as a long-term solution for improving the user experience of elderly in smart homes. This work therefore proposes the framework for an Intelligent Affect Aware environment for elderly people that can not only analyze the affective components of their interactions but also predict their likely user experience even before they start engaging in any activity in the given smart home environment. This forecasting of user experience would provide scope for enhancing the same, thereby increasing the assistive and adaptive nature of such intelligent systems. To uphold the efficacy of this proposed framework for improving the quality of life of elderly people in smart homes, it has been tested on three datasets and the results are presented and discussed.
PLEASE POST EACH DISCUSSION SEPARATELYEach healthcare organisamirapdcosden
PLEASE POST EACH DISCUSSION SEPARATELY
Each healthcare organization has its own internal policies related to how data is managed. There are also
federal guidelines and regulations
regarding the use of patient data. The data harvested by healthcare organizations is no longer uniquely derived from HIT systems.
Wearable technologies
have emerged in the market. Mega companies like Apple and Samsung, have also teamed up with some telehealth platforms to connect doctors, institutions, and insurance companies.
Evaluate the impact of data derived from wearable technology on healthcare technology.
Include the following aspects in the discussion:
Select
Apple's Health Kit
or another consumer platform of your choice.
Discuss how the consumer wearable market is changing the healthcare delivery process.
Summarize why cybersecurity continues to be a major obstacle to consumer wearable adoption specifically in the H.I.T. space.
Discuss your personal perspective on how the lack of ethnic diversity in data collection impacts the future of healthcare research.
REPLY TO 2 OF MY CLASSMATES DISCUSSION TO THE ABOVE QUESTIONS AND EXPLAIN WHY YOU AGREE. MINIMUM OF 150 WORDS EACH
CLASSMATE POST 1
The Apple Health Kit and the many other wearable device technology is creating data in a bountiful way. What the Health Kit does is collect the relevant data and process it specifically for the person wearing the device. The device monitors things such as blood pressure, heart rate, calories burned in a day etc. and that data can be directly sent to your doctor as well. The wearable market is impacting healthcare in that it is making it more accessible, and your data is becoming more personable. If something is on you every day it will learn your habits, your sleep patterns, your calories burned each day and be able to tell you where improvements could be made and commend a healthy change. According to the International Journal of Recent Research Aspects the number of connected medical devices is expected to increase from 10 billion to 50 billion over the next decade (Chawala, 2020). With an increased number of connected devices, it also increases the likelihood of someone accessing private information that is not a health care team member. Cyber security is becoming as important as homeland security as most attackers can do the same damage anonymously and behind a computer screen. The problem with wearable devices is that they are connected mainly via Bluetooth which is a public network were others could see the device connected. Secondly, the data that is being sent or monitored could be interfered while in transmission or an apple watch or device could be stolen that has all the owner’s information freely on it. Despite the tracking and privacy networks they have installed, it is easily overcome or stolen off a wrist.
The ethical concerns in the lack of diversity in data entry is inter ...
In this project, we wrote some informations about the assistive technology and with made a classification for it. At the end of the project, we have the assistive technology in the whole world and the impacts of it. The health of people with disabilities is very important and it shouldn't be ignored! #scichallenge2017
Accessibility of Public Spaces: Case Study of Ikeja, Lagos State, Nigeriainventionjournals
T: This article is about people with different capabilities. It engages with the theoretical framework of the social model of disability about how disability and ageing issues should be considered. In doing so it pays particular attention to the accessibility of the built environment. Disability will affect the lives of everyone at some point in their life, it is time society change to acknowledge this, with the ageing population and the prevailing increases in the number of the physically disabled people, public building, community design and other environmental barriers must be re-examined. Owing to this basic knowledge that the scholars and newspaper world regards "the aged" and "the disabled" as if they are discrete groups outside the common present thought of the society, it is therefore needed to understand that ageing and disabilities is a stage in life that people will experience at one point or the other of their life. The research work inquiries into the prominent demands for accessible built environment to carter for the population growth of the senior citizen and the disabled people.
Need of Technical Educational Integration in Disability Sector for Differentl...Dr. Amarjeet Singh
As per 2011 census there are 2.68 crore differently
abled persons in the country. Assistive devices and
equipments can significantly help persons with disabilities
to become independent in daily activities. There are many
eminent technical educational institutions in India and
many are conducting research works for the development
of assistive technology for the differently abled. So an
extensive search was conducted to explore the assistive
technology related projects undertaken in India. Out of 137
studies retrieved 34 met the inclusion criteria. The result
shows that many researches are being carried out for the
development of assistive technology in India. Many of the
products are in the prototype stage or in the feasibility
stage. It emphasises the need for extensive field testing and
commercial production of the assistive technologies. Such
initiatives will lead to differently abled empowerment. The
authors put forward some suggestions in this regard.
Framework for an Intelligent Affect Aware Smart Home Environment for Elderly ...CSCJournals
The population of elderly people has been increasing at a rapid rate over the last few decades and their population is expected to further increase in the upcoming future. Their increasing population is associated with their increasing needs due to problems like physical disabilities, cognitive issues, weakened memory and disorganized behavior, that elderly people face with increasing age. To reduce their financial burden on the world economy and to enhance their quality of life, it is essential to develop technology-based solutions that are adaptive, assistive and intelligent in nature. Intelligent Affect Aware Systems that can not only analyze but also predict the behavior of elderly people in the context of their day to day interactions with technology in an IoT-based environment, holds immense potential for serving as a long-term solution for improving the user experience of elderly in smart homes. This work therefore proposes the framework for an Intelligent Affect Aware environment for elderly people that can not only analyze the affective components of their interactions but also predict their likely user experience even before they start engaging in any activity in the given smart home environment. This forecasting of user experience would provide scope for enhancing the same, thereby increasing the assistive and adaptive nature of such intelligent systems. To uphold the efficacy of this proposed framework for improving the quality of life of elderly people in smart homes, it has been tested on three datasets and the results are presented and discussed.
PLEASE POST EACH DISCUSSION SEPARATELYEach healthcare organisamirapdcosden
PLEASE POST EACH DISCUSSION SEPARATELY
Each healthcare organization has its own internal policies related to how data is managed. There are also
federal guidelines and regulations
regarding the use of patient data. The data harvested by healthcare organizations is no longer uniquely derived from HIT systems.
Wearable technologies
have emerged in the market. Mega companies like Apple and Samsung, have also teamed up with some telehealth platforms to connect doctors, institutions, and insurance companies.
Evaluate the impact of data derived from wearable technology on healthcare technology.
Include the following aspects in the discussion:
Select
Apple's Health Kit
or another consumer platform of your choice.
Discuss how the consumer wearable market is changing the healthcare delivery process.
Summarize why cybersecurity continues to be a major obstacle to consumer wearable adoption specifically in the H.I.T. space.
Discuss your personal perspective on how the lack of ethnic diversity in data collection impacts the future of healthcare research.
REPLY TO 2 OF MY CLASSMATES DISCUSSION TO THE ABOVE QUESTIONS AND EXPLAIN WHY YOU AGREE. MINIMUM OF 150 WORDS EACH
CLASSMATE POST 1
The Apple Health Kit and the many other wearable device technology is creating data in a bountiful way. What the Health Kit does is collect the relevant data and process it specifically for the person wearing the device. The device monitors things such as blood pressure, heart rate, calories burned in a day etc. and that data can be directly sent to your doctor as well. The wearable market is impacting healthcare in that it is making it more accessible, and your data is becoming more personable. If something is on you every day it will learn your habits, your sleep patterns, your calories burned each day and be able to tell you where improvements could be made and commend a healthy change. According to the International Journal of Recent Research Aspects the number of connected medical devices is expected to increase from 10 billion to 50 billion over the next decade (Chawala, 2020). With an increased number of connected devices, it also increases the likelihood of someone accessing private information that is not a health care team member. Cyber security is becoming as important as homeland security as most attackers can do the same damage anonymously and behind a computer screen. The problem with wearable devices is that they are connected mainly via Bluetooth which is a public network were others could see the device connected. Secondly, the data that is being sent or monitored could be interfered while in transmission or an apple watch or device could be stolen that has all the owner’s information freely on it. Despite the tracking and privacy networks they have installed, it is easily overcome or stolen off a wrist.
The ethical concerns in the lack of diversity in data entry is inter ...
Preventing biases and digital literacy with the "no-code-movement"
What is the impact of sex and gender differences in Artificial Intelligence (AI) used in biomedicine and healthcare? How can AI biases threaten our health and mitigate inequalities? According to Dr. Antonella Santuccione Chadha, founder of the Women’s Brain Project, ambitious goals set by precision medicine will be achieved using the latest advances in AI to identify the role of inter-individual differences. Yet, we need to consider more than ever that our decisions significantly impact the future treatment of patients and society. Despite scientific progress, most biomedical solutions do not account for (neither desirable nor desirable) bias detection. Furthermore, most algorithms neglect the sex and gender factor and their relevance to individual variances in health and illness. Failure to account for these variations could result in errors and discriminatory consequences (Cirillo et al., 2020).
A solution to this issue would be “no-code-movement,” which stands for a type of web development that allows non-programmers or people with great creative rather than technical skills to build immersive online interactions, such as 2D (Web 2.0) and 3D (Web 3.0) applications, and create software using a user-friendly graphical interface, instead of writing boring code. The no-code movement rests upon the fundamental belief that technology should enable and facilitate the creation and understanding and not be a barrier to entry. In this regard, user experience (UX) approaches can be taken to make it inclusive, adaptable, and customized for each sex and gender variation representation.
Historical sex and gender inequities and prejudices can infect health research and practice (Cirillo et al., 2020). Thus, developing AI precision systems in healthcare will enable the differentiation of vulnerabilities for disease and response to treatments among individuals while avoiding discriminatory biases. Furthermore, the no-code movement allows visualizations, logical statements, and dimensionality reduction techniques, which can be implemented to achieve interpretability (Cirillo et al., 2020). Therefore, developing and applying fair approaches is critical for implementing unbiased and interpretable models for everyone.
The no-code approach also saves money since it requires less upkeep and upfront investment. Coding money could now be better utilized for all sex and gender well-designed research, implying that post-trials are essential to scientific advancements (Rich-Edwards et al., 2018).
Furthermore, it allows for decentralized autonomy and innovation. When decentralizing development–by removing the barriers preventing healthcare users and professionals from experimenting and testing–no-code platforms, autonomy, and innovation are encouraged. It also enables to be known inside and out, thus avoiding the “black box” effect. (...)
This paper addresses the effect of entrepreneurship education on growth of enterprises owned by entrepreneurs with disabilities(EWDs) in Bungoma County. Data was collected from Entrepreneurs with Disabilities (EWDs) using structured questions. The researcher sought to answer questions about the effect of acquisition of entrepreneurship education towards achieving growth. Key findings were that the majority of the EWDs are involved in retail trade. Most of them had started their own businesses using their own savings and had previously closed a business because it wasn’t profitable. The results show that two thirds of the EWDs lacked entrepreneurship education and did not have any business skills training with the majority that received training saying that it was through apprenticeship. Two thirds of the EWDs claimed not to belong to any association thus starving their businesses of the benefits of these networks. A majority of the EWDs hoped to grow their businesses with most of them hoping to hire between 1 and 3 employees in the next 5 years. This paper will provide a realistic and important benchmark for EWDs research. It gives an excellent view of the environment and the mindsets of these entrepreneurs.
CP-Care curriculum, training course and assessment mechanism (ECVET based)
Website: http://cpcare.eu/en/
This project (CP-CARE - 2016-1-TR01-KA202-035094) has been funded with support from the European Commission. This communication reflects the views only of the author, and the Commission cannot be held responsible for any use which may be made of the information contained therein.
Identifying critical success factors for wearable medical devices: A comprehe...Dr. Mustafa Değerli
Değerli, M. and Özkan-Yıldırım, S. (2020). Identifying critical success factors for wearable medical devices: A comprehensive exploration. Universal Access in the Information Society – Springer. 10.1007/s10209-020-00763-2 - https://link.springer.com/article/10.1007/s10209-020-00763-2
The Process to Improvise Inclusive Design Concepts in NPD for Mobility Design...AJHSSR Journal
ABSTRACTS: Many disabled people are currently still struggling to adapt products
specifically designed for them which are manufactured and produced to ease their lifestyle in
most environment. The need to integrate relevant design philosophy to address the user
requirement has been the main areas of this study. The purpose of this study is to understand
the real needs of physically impaired person (PWDS) with PPFD without limbs and leg, and
to compromise the relevant design Inclusive Design concepts in order to propose a relevant
design study for the users in the later stage of the study. The results of this study will benefit
the users, as well as designer and manufacturer of specific products development for the
intended users in the future.
1 1 Abstract—With the advent of the technologicAbbyWhyte974
1
1
Abstract—With the advent of the technological world, the
technology is getting more and more advanced day-by-
day. Artificial Intelligence (AI) can possibly affect pretty
much every part of medical care, from identification to
forecast and anticipation. The appropriation of new
advances in medical services, nonetheless, slacks far
behind the rise of new advances. An elementary
understanding of developing Artificial Intelligence
proceedings can be basic though wellbeing couldn't care
less experts. These advancements incorporate master
frameworks, mechanical cycle robotization, regular
language preparing, Artificial Intelligence, and deepest
understanding. In the research article, different
technologies have been derived for the detection of
different health diseases. First of all, background
knowledge has been taken under consideration. After
that, diseases like Diabetes, Alzheimer’s disease and
health disease have been discussed. It has been evaluated
that technologies are providing extremely efficient results
with higher level of accuracy which shows that the
discussed technologies are contributing at their best level.
The proposed methods for the discussed diseases in
different research articles have also been evaluated and
highlighted. Every technology has its own benefits. The
proposed article illustrate that how Artificial Intelligence
is contributing in healthcare department and in the
detection of different health diseases.
Index Terms— Expert System, Decision making
Support, Artificial Intelligence, Clinical Decision Support
System, Magnetic Resonance Imaging (MRI), Alzheimer’s
Disease
I. INTRODUCTION
A. Artificial Intelligence
Artificial intelligence is how different machines exhibit
intelligence compared to natural intelligence used by different
humans and animals. In simple words, the theory related to
the growth of computer systems to perform tasks usually
needs human intelligence, for instance, visual perceptions,
decision making, translation of languages, and speed
recognition (Fei Jang, 2017). It is known as a digital
computer's capability or called a computer-controlled robot to
execute tasks usually connected with intelligence. This term
AI is applied to those projects related to developing systems
bestowed with factors of human or intellectual processes, for
example, the ability to reason, generalizing, abstracting, learn
from past experiences, or to discover meaning. In the 1940s,
digital computers evolved and came into existence, so from
1940, since now, computers are designed to perform
complicated and complex tasks, for instance, working on
advanced proofs and theorems from mathematical portions as
well as playing chess. Despite continued advances in the
speed of computer processing and memory capacity still, there
is a gap in programming that they cannot be as flexible as
human beings. This system is ...
1
1
Abstract—With the advent of the technological world, the
technology is getting more and more advanced day-by-
day. Artificial Intelligence (AI) can possibly affect pretty
much every part of medical care, from identification to
forecast and anticipation. The appropriation of new
advances in medical services, nonetheless, slacks far
behind the rise of new advances. An elementary
understanding of developing Artificial Intelligence
proceedings can be basic though wellbeing couldn't care
less experts. These advancements incorporate master
frameworks, mechanical cycle robotization, regular
language preparing, Artificial Intelligence, and deepest
understanding. In the research article, different
technologies have been derived for the detection of
different health diseases. First of all, background
knowledge has been taken under consideration. After
that, diseases like Diabetes, Alzheimer’s disease and
health disease have been discussed. It has been evaluated
that technologies are providing extremely efficient results
with higher level of accuracy which shows that the
discussed technologies are contributing at their best level.
The proposed methods for the discussed diseases in
different research articles have also been evaluated and
highlighted. Every technology has its own benefits. The
proposed article illustrate that how Artificial Intelligence
is contributing in healthcare department and in the
detection of different health diseases.
Index Terms— Expert System, Decision making
Support, Artificial Intelligence, Clinical Decision Support
System, Magnetic Resonance Imaging (MRI), Alzheimer’s
Disease
I. INTRODUCTION
A. Artificial Intelligence
Artificial intelligence is how different machines exhibit
intelligence compared to natural intelligence used by different
humans and animals. In simple words, the theory related to
the growth of computer systems to perform tasks usually
needs human intelligence, for instance, visual perceptions,
decision making, translation of languages, and speed
recognition (Fei Jang, 2017). It is known as a digital
computer's capability or called a computer-controlled robot to
execute tasks usually connected with intelligence. This term
AI is applied to those projects related to developing systems
bestowed with factors of human or intellectual processes, for
example, the ability to reason, generalizing, abstracting, learn
from past experiences, or to discover meaning. In the 1940s,
digital computers evolved and came into existence, so from
1940, since now, computers are designed to perform
complicated and complex tasks, for instance, working on
advanced proofs and theorems from mathematical portions as
well as playing chess. Despite continued advances in the
speed of computer processing and memory capacity still, there
is a gap in programming that they cannot be as flexible as
human beings. This system is ...
Enablers for IoT regarding Wearable Medical Devices to Support Healthy Living...Dr. Mustafa Değerli
Değerli, M. and Özkan-Yıldırım, S. (2021). Enablers for IoT regarding Wearable Medical Devices to Support Healthy Living: The Five Facets. IoT in Healthcare and Ambient Assisted Living – Springer. 10.1007/978-981-15-9897-5_10 - https://link.springer.com/chapter/10.1007/978-981-15-9897-5_10
The International Journal of Management Research and Business Strategy is a international journal in English published every day in our life. It offers a fast publication schedule of maintaining rigorous peer review..The use of recommended electronic formats for article delivery the process and submitted research review articles and Case Studies are subjected to immediate screening by the editors.
The international Journal of Marketing Management is an journal in English published every day. The fast publication schedule whilst maintaining rigorous peer review the use of recommended electronic formats for article delivery expedites the process. All submitted research review articles and Case Studies are subjected to immediate rapid screening by the editors.
More Related Content
Similar to Research on the Future of Assistive Technology for People with Locomotive Disabilities 2.pdf
Preventing biases and digital literacy with the "no-code-movement"
What is the impact of sex and gender differences in Artificial Intelligence (AI) used in biomedicine and healthcare? How can AI biases threaten our health and mitigate inequalities? According to Dr. Antonella Santuccione Chadha, founder of the Women’s Brain Project, ambitious goals set by precision medicine will be achieved using the latest advances in AI to identify the role of inter-individual differences. Yet, we need to consider more than ever that our decisions significantly impact the future treatment of patients and society. Despite scientific progress, most biomedical solutions do not account for (neither desirable nor desirable) bias detection. Furthermore, most algorithms neglect the sex and gender factor and their relevance to individual variances in health and illness. Failure to account for these variations could result in errors and discriminatory consequences (Cirillo et al., 2020).
A solution to this issue would be “no-code-movement,” which stands for a type of web development that allows non-programmers or people with great creative rather than technical skills to build immersive online interactions, such as 2D (Web 2.0) and 3D (Web 3.0) applications, and create software using a user-friendly graphical interface, instead of writing boring code. The no-code movement rests upon the fundamental belief that technology should enable and facilitate the creation and understanding and not be a barrier to entry. In this regard, user experience (UX) approaches can be taken to make it inclusive, adaptable, and customized for each sex and gender variation representation.
Historical sex and gender inequities and prejudices can infect health research and practice (Cirillo et al., 2020). Thus, developing AI precision systems in healthcare will enable the differentiation of vulnerabilities for disease and response to treatments among individuals while avoiding discriminatory biases. Furthermore, the no-code movement allows visualizations, logical statements, and dimensionality reduction techniques, which can be implemented to achieve interpretability (Cirillo et al., 2020). Therefore, developing and applying fair approaches is critical for implementing unbiased and interpretable models for everyone.
The no-code approach also saves money since it requires less upkeep and upfront investment. Coding money could now be better utilized for all sex and gender well-designed research, implying that post-trials are essential to scientific advancements (Rich-Edwards et al., 2018).
Furthermore, it allows for decentralized autonomy and innovation. When decentralizing development–by removing the barriers preventing healthcare users and professionals from experimenting and testing–no-code platforms, autonomy, and innovation are encouraged. It also enables to be known inside and out, thus avoiding the “black box” effect. (...)
This paper addresses the effect of entrepreneurship education on growth of enterprises owned by entrepreneurs with disabilities(EWDs) in Bungoma County. Data was collected from Entrepreneurs with Disabilities (EWDs) using structured questions. The researcher sought to answer questions about the effect of acquisition of entrepreneurship education towards achieving growth. Key findings were that the majority of the EWDs are involved in retail trade. Most of them had started their own businesses using their own savings and had previously closed a business because it wasn’t profitable. The results show that two thirds of the EWDs lacked entrepreneurship education and did not have any business skills training with the majority that received training saying that it was through apprenticeship. Two thirds of the EWDs claimed not to belong to any association thus starving their businesses of the benefits of these networks. A majority of the EWDs hoped to grow their businesses with most of them hoping to hire between 1 and 3 employees in the next 5 years. This paper will provide a realistic and important benchmark for EWDs research. It gives an excellent view of the environment and the mindsets of these entrepreneurs.
CP-Care curriculum, training course and assessment mechanism (ECVET based)
Website: http://cpcare.eu/en/
This project (CP-CARE - 2016-1-TR01-KA202-035094) has been funded with support from the European Commission. This communication reflects the views only of the author, and the Commission cannot be held responsible for any use which may be made of the information contained therein.
Identifying critical success factors for wearable medical devices: A comprehe...Dr. Mustafa Değerli
Değerli, M. and Özkan-Yıldırım, S. (2020). Identifying critical success factors for wearable medical devices: A comprehensive exploration. Universal Access in the Information Society – Springer. 10.1007/s10209-020-00763-2 - https://link.springer.com/article/10.1007/s10209-020-00763-2
The Process to Improvise Inclusive Design Concepts in NPD for Mobility Design...AJHSSR Journal
ABSTRACTS: Many disabled people are currently still struggling to adapt products
specifically designed for them which are manufactured and produced to ease their lifestyle in
most environment. The need to integrate relevant design philosophy to address the user
requirement has been the main areas of this study. The purpose of this study is to understand
the real needs of physically impaired person (PWDS) with PPFD without limbs and leg, and
to compromise the relevant design Inclusive Design concepts in order to propose a relevant
design study for the users in the later stage of the study. The results of this study will benefit
the users, as well as designer and manufacturer of specific products development for the
intended users in the future.
1 1 Abstract—With the advent of the technologicAbbyWhyte974
1
1
Abstract—With the advent of the technological world, the
technology is getting more and more advanced day-by-
day. Artificial Intelligence (AI) can possibly affect pretty
much every part of medical care, from identification to
forecast and anticipation. The appropriation of new
advances in medical services, nonetheless, slacks far
behind the rise of new advances. An elementary
understanding of developing Artificial Intelligence
proceedings can be basic though wellbeing couldn't care
less experts. These advancements incorporate master
frameworks, mechanical cycle robotization, regular
language preparing, Artificial Intelligence, and deepest
understanding. In the research article, different
technologies have been derived for the detection of
different health diseases. First of all, background
knowledge has been taken under consideration. After
that, diseases like Diabetes, Alzheimer’s disease and
health disease have been discussed. It has been evaluated
that technologies are providing extremely efficient results
with higher level of accuracy which shows that the
discussed technologies are contributing at their best level.
The proposed methods for the discussed diseases in
different research articles have also been evaluated and
highlighted. Every technology has its own benefits. The
proposed article illustrate that how Artificial Intelligence
is contributing in healthcare department and in the
detection of different health diseases.
Index Terms— Expert System, Decision making
Support, Artificial Intelligence, Clinical Decision Support
System, Magnetic Resonance Imaging (MRI), Alzheimer’s
Disease
I. INTRODUCTION
A. Artificial Intelligence
Artificial intelligence is how different machines exhibit
intelligence compared to natural intelligence used by different
humans and animals. In simple words, the theory related to
the growth of computer systems to perform tasks usually
needs human intelligence, for instance, visual perceptions,
decision making, translation of languages, and speed
recognition (Fei Jang, 2017). It is known as a digital
computer's capability or called a computer-controlled robot to
execute tasks usually connected with intelligence. This term
AI is applied to those projects related to developing systems
bestowed with factors of human or intellectual processes, for
example, the ability to reason, generalizing, abstracting, learn
from past experiences, or to discover meaning. In the 1940s,
digital computers evolved and came into existence, so from
1940, since now, computers are designed to perform
complicated and complex tasks, for instance, working on
advanced proofs and theorems from mathematical portions as
well as playing chess. Despite continued advances in the
speed of computer processing and memory capacity still, there
is a gap in programming that they cannot be as flexible as
human beings. This system is ...
1
1
Abstract—With the advent of the technological world, the
technology is getting more and more advanced day-by-
day. Artificial Intelligence (AI) can possibly affect pretty
much every part of medical care, from identification to
forecast and anticipation. The appropriation of new
advances in medical services, nonetheless, slacks far
behind the rise of new advances. An elementary
understanding of developing Artificial Intelligence
proceedings can be basic though wellbeing couldn't care
less experts. These advancements incorporate master
frameworks, mechanical cycle robotization, regular
language preparing, Artificial Intelligence, and deepest
understanding. In the research article, different
technologies have been derived for the detection of
different health diseases. First of all, background
knowledge has been taken under consideration. After
that, diseases like Diabetes, Alzheimer’s disease and
health disease have been discussed. It has been evaluated
that technologies are providing extremely efficient results
with higher level of accuracy which shows that the
discussed technologies are contributing at their best level.
The proposed methods for the discussed diseases in
different research articles have also been evaluated and
highlighted. Every technology has its own benefits. The
proposed article illustrate that how Artificial Intelligence
is contributing in healthcare department and in the
detection of different health diseases.
Index Terms— Expert System, Decision making
Support, Artificial Intelligence, Clinical Decision Support
System, Magnetic Resonance Imaging (MRI), Alzheimer’s
Disease
I. INTRODUCTION
A. Artificial Intelligence
Artificial intelligence is how different machines exhibit
intelligence compared to natural intelligence used by different
humans and animals. In simple words, the theory related to
the growth of computer systems to perform tasks usually
needs human intelligence, for instance, visual perceptions,
decision making, translation of languages, and speed
recognition (Fei Jang, 2017). It is known as a digital
computer's capability or called a computer-controlled robot to
execute tasks usually connected with intelligence. This term
AI is applied to those projects related to developing systems
bestowed with factors of human or intellectual processes, for
example, the ability to reason, generalizing, abstracting, learn
from past experiences, or to discover meaning. In the 1940s,
digital computers evolved and came into existence, so from
1940, since now, computers are designed to perform
complicated and complex tasks, for instance, working on
advanced proofs and theorems from mathematical portions as
well as playing chess. Despite continued advances in the
speed of computer processing and memory capacity still, there
is a gap in programming that they cannot be as flexible as
human beings. This system is ...
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Research on the Future of Assistive Technology for People with Locomotive Disabilities 2.pdf
1. ISSN 2277-2685
IJESR/Oct. 2017/ Vol-7/Issue-4/1-6
Surya et. al., / Journal of Engineering & Science Research
Research on the Future of Assistive Technology
for People with Locomotive Disabilities
Surya *1
& Jyoti sonino2
*1
Department of Mechanical Engineering, Devi Ahilya vishwavidyalaya, Indore, India
2
Department of Mechanical Engineering, Devi Ahilya vishwavidyalaya, Indore, India
ABSTRACT
Physical impairments may limit or prohibit a person from engaging in many of life's activities. Assistive technologies
(ATs) provide essential aids for people with disabilities (PwDs), who would otherwise struggle to participate fully in
society without them. This study looks at the history and present state of assistive technologies (ATs) for people with
disabilities (PwDs) in India in order to predict how ATs would develop by 2035 and provide some optimism that the
gap may be narrowed as much as possible by that year. A survey was utilized to collect primary data, while a search of
the patent databases (WIPO, USPTO, and IPINDIA) and an analysis of scholarly articles provided secondary data.
Experts from a wide variety of fields (business, academia, government, NGOs, etc.) participated in this Delphi survey.
The experts were given a general trend of the advancement of technology over the previous decades to enable them
make predictions about the expected time-frame of adoption/commercialization of certain ATs. In this article, we
provide the results of a Delphi exercise that identified possible assistive technologies and estimated when they would
become available.
INTRODUCTION
Limitations on a person's capacity to take part in or experience anything seen as "normal" in that person's culture are
the result of a disability, which may be the result of a physical, cognitive, mental, sensory, emotional, developmental,
or any combination of these impairments. A person's impairment might be present from birth or develop at any moment.
The United Nations Organization (UNO) defines disability as the interplay between a person's impairment(s),
impediment(s), attitudes toward them, and the environment(s) in which they live, all of which work together to prevent
them from fully and effectively participating in society on an equal footing with others. According to the UN Report
on the "Right of Person with Disability" (2006), these phrases represent a transition away from a medical approach
toward a social model of disability.According to the World Health Organization (WHO), the word "disability"
encompasses impairments, limits on activities, and restrictions on participation. An impairment is a physical or mental
deficiency; an activity limitation is difficulty in performing an activity; and a participation restriction is difficulty in
engaging in life activities (Schulze, 2010). The medical model of disability holds that a person who has particular
physical, intellectual, psychological, or mental disabilities may adapt to the environment with the help of cures,
treatment, and rehabilitation. The social model, which puts the emphasis on the larger community, views disability as
the factor that limits the participation and participation of people with impairments.
One of India's top priorities is accommodating people with disabilities. To aid people with disabilities in leading
independent and satisfying lives, we must examine all approaches, including the potential of emerging technology, with
due diligence and critical thought. In India, people with disabilities are classified into one of eight categories based on
the extent to which their impairments prevent them from leading independent lives: those with visual impairments,
those with hearing impairments, those with disabilities affecting their ability to move around, those with mental illnesses
or mental retardation, and those with multiple impairments.75% of people with disabilities in India reside in rural
regions, according the 2011 census. Only 49% of them can read and write, and only 34% have jobs. Figure 1 shows the
percentage of people with various types of disabilities, according to the 2011 Census.
2. There is a continuing need for specialized equipment or technology, known as Assistive Technology, to help these
individuals take engage in society and the economy in ways that are meaningful to them. Governments and
organizations from across the globe have drafted a wide range of standards and regulations with the goal of enhancing
the independence of individuals with disabilities. The United States, Europe, Canada, the World Health Organization,
and other organizations were early adopters of reforms that made it possible for people to live and work more freely.
As seen in Table 1, many initiatives in India have emerged to better the lives of people with disabilities (Manual on
Disability Statistics, 2012).
Fig 1: Relative proportion of PwDs as per census India 2011
In this study, we are dealing with locomotor disability, Assistive Technology, Technology Foresight.
Locomotor Disability
Impairment of a person's ability to do certain tasks involving limb movement due to disease or injury to the skeleton,
joints, muscles, or nerves. Symptoms such as difficulty walking or paralysis include shaky limb movement, weak
muscles, and even amputation.
Assistive Technology (At)
Assistive technology is any tool that may be purchased commercially off the market, adapted, or developed to help a
person with a disability live as independently as possible. However, it does not include a surgically implanted medical
device or a replacement for one (Georgia Department of Education, 2007). More precisely AT encompasses alternate
or adaptable specialized hardware and software, including input and output devices. Low-tech devices like crutches or
a special grip for a pen to more advanced devices like hearing aids and glasses to more personalized devices like Braille's
and computers with specialized software for assisting dyslexics to read are all examples of Assistive Technologies. As
a result, choices on the acquisition and use of AT devices must be preceded by thorough analyses of relevant ethical
concerns, as seen from the eyes of the individual with a disability (Wool worth et al., 2006). These ATs have developed
throughout time in response to user demand, with advances in technology influencing their features, functions, and
overall design. Stakeholders' focus on the future of Assistive Technologies is not surprising.
Technology Foresight (Tf)
In a corporate or managerial setting, the capacity to look into the future and make plans accordingly is referred to as
"vision." Technology Using a technique called "foresight," one might anticipate future technical advancements.
Producers and consumers of science and technology in the innovation system work together in technological foresight
to create a shared vision or set of future scenarios (Martino, 1993).
Technology foresight's overarching goal is to identify the next generation of genetic technologies that will most
positively impact society and the economy. Japan has been actively working on future projections since the 1970s.In
1995, it was launched for the very first time in India. Technology foresight, as defined by Ben Martin (UNIDO, 2005),
is "a process that involves a systematic attempt to look into the long-term future of science, technology, the economy,
and society" with the goal of pinpointing the areas of strategic research and the emergence of generic technologies most
likely to yield substantial economic and social benefits.
3. As we've seen, experts agree that the future of business, the economy, society, and the planet will be profoundly affected
by rising technology. The growth of these technologies is very reliant on scientific improvement. The ability to detect
developing
technologies at a young age, government and others may concentrate on the key research topics that will provide the
quickest and most fruitful results. The purpose of foresight is to anticipate and prepare for future opportunities by
spotting promising new technologies at the earliest feasible stage.
LITERATURE REVIEW
One can find foresight studies in almost every sector, identifying technologies that have the potential for
commercialization, but very limited number of them on ATs can be found.
Bharucha (2009) identified capabilities and limitations of Assistive Technologies and future challenges, in his
study on the application of ATs in dementia care. The paper focuses on a specific group of older American afflicted
by Alzheimer disease and the study reveals that dementias will triple to 13 million persons by 2050 suggesting a
requirement of greater health care needs. An approach suggested by the study, to this emerging crisis, is the
development and deployment of intelligent assistive technologies that compensate for the specific physical and
cognitive deficits of older adults with dementia, and thereby also reduce caregiver burden. The authors conducted
an extensive search of the computer science, engineering, and medical databases to review intelligent cognitive
devices, physiologic and environmental sensors, and advanced integrated sensor networks that may find future
applications in dementia care.
Baker & Moon (2010) discussed the barriers faced by people with disabilities and the aging while using wired
or wireless information and communication technology. They focused on problems that can be solved by a variety
of mechanisms, including legislation and regulations, market-based solutions, and awareness and outreach-based
approaches. The article basically discussed policy research conducted by the Rehabilitation Engineering Research
Center for Wireless Technologies (Wireless RERC) using the Delphi polling methodology to probe stakeholders'
opinions on key access barrier issues and to explore potential policy responses. Participants included disability
advocates, disability and manufacturers. Respondent input informed the subsequent development of potential
policy initiatives to increase access to these technologies. The findings from the Delphi suggest that awareness
issues remain most important, especially manufacturer awareness ofuser needs and availability of consumer
information for selecting the most appropriate wireless devices and services. Technical issues, including
interoperability, speech-to-text conversion, and hearing aid compatibility, were also identified by participating
stakeholders as important,
Alford & Johnston (2011) conducted the foresight studies to find out the enabling Assistive Technology for aged
person. This research identified new and converging enabling bio and Nanotechnologies that may have
implications for policy makers and regulators, including industry uptake and international activities that improve
the understanding of the potential for enabling technologies to address major global and national problems and
to understand and help resolve potential impairments.
Kosman & Casati (2015) in their study aimed at identifying trends and challenges in relation to Physical Wellbeing
for Active Healthy Ageing. This foresight exposes future themes with high innovation and business potential. The
purpose was to create a common outlook on the future of ICT. This paper concluded that, in the near future,
technologies, networked devices, sensors, and communication will play an important role in the physical
wellbeing of the elderly population.
An examination of different studies carried out on ATs brings out the fact that most of the research has been
focused on older population, learning disabilities or disability in general. No foresight study could be traced
specifically on locomotor disabilities, even though it contributes the highest percentage among the disabled.
Locomotor impairments may cause due to the large number of physical problems such as poliomyelitis, spinal
cord injuries, paralysis, cerebral palsy, muscular dystrophies, arthritis, stroke, accidents, etc., which are the major
reason behind this high percentage (21%) of the population with locomotor disability. This study is an attempt to
fill the gap and focuses on the foresight of Assistive Technology for locomotor disability
METHODS USED
4. Literature Search
It is the backbone of any research work. In this study, a literature search has resorted for data collection- basically
information on (the past as well as present) technologies. It was done by some background reading of books (like
Assistive Technology for Visually Impaired and Blind People, by Hersh & Johnson; Assistive
technology: Shaping the Future, Craddock), articles (on the topic like assistive technology, disability, healthy
ageing, foresight etc.) and encyclopaedias to get a grasp of the research topic and build a context for the study.
Literature survey helped in examining the evolution of ATs for locomotor disability. This, when plotted on atimeline
and looked at with the most recent developments, gave an idea of possible ATs of the future. Itdelineates the
evolution of different assistive devices and their impact on disabled people.
Horizon Scanning
It is done on technologies, showing up on the global technology landscape and scan-hits shared on TIFAC’s
Facebook page. Database of scan-hits of the year 2014 and 2015 was used to pick promising technologies. A list
of websites has been used from which relevant scan-hits were sourced. In all, 146 assistive technologies were
identified and categorized on the basis of following attributes:
Sector (artificial intelligence, biomedical, nanotechnology, information and communication technology
and mechanical)
Functionality (medical aid, mobility aid, visioning aid, navigation aid, intellectual aid, hearing aid, daily
living aid, multiple aids, communication aid, holding aid, reading aids, entertainment aid, writing aids,
travelling aid and leisure aid)
Disability (locomotor disability, visual impairment, hearing impairment, mental illness, mental
retardation, multiple disabilities, speech impairment, and any other).
As the focus of this study was on locomotor disability, 50 technologies out of 146 were found to be relevant as
ATs for locomotor disability. A thorough study of all 50 technologies suggested that they could be placed on
seven distinct technology tracks, viz. Prosthesis, Wheelchair, Exoskeleton, and Bionics, Crutches, Orthotics and
Brain implant. Several technologies out of 50 had similarities in terms of their working principle, but were of
different manufacturers and were taken as one for this study. Further, the technologies that were basically
pharmaceuticals, clinical treatments, diagnosis or technology for regenerating organs were filtered out, as they
were not ATs. 21 technologies for locomotor disability remained after the scrutiny.
Patent Search
It was another quicker way to gather information on futuristic technology, given the time constraint for the present
study. In this study, international patent databases like WIPO, USPTO and Indian patent database, i.e. IPINDIA
were searched to gather some futuristic ATs. Table 2 gives the keywords used for searching the patent databases.
Databases for the years 2014 and 2015 were looked into for ATs which are not yet commercialized inIndia but
show promise for the disability sector. In all, 4 technologies were identified from this method.
Survey
It was conducted to get insights on future Assistive Technology by 2025. The idea behind the survey was to get
an expert’s take on futuristic ATs that may have been missed during scanning and a literature search. 150 experts
from academia, R&D, industry, government officials, etc. were asked to speculate future ATs for locomotor
disability. For better understanding and clarity to the respondents, technology tracks- prosthetic, exoskeleton,
wheelchair, wheelchair, bionics, crutches, and braces were spelled out in the questionnaire. The survey did not
add any new technology, suggesting that scanning and patent search gave reasonably rich information. A Delphi
exercise was conducted on 29 technologies (collected from scanning, patent search and four speculated by the
intern) to get the convergent opinion of the panellists on likely time-frame of adoption/commercialization of the
29 technologies in India. In all, there were 38 participants in the panel (or respondents in the final round of Delphi).
In the first (of the two round Delphi) – questionnaire given, 15 technologies out of 29 had secured consensus based
on the responses (75% respondents agreeing over two or three adjoining time-frames were adopted and applied as
criterion to check for the consensus (Hsu & Brian, 2007; Diamond, 2014; Giannarou & Zervas, 2014). The
technologies on which consensus did not emerge were sent back to the Delphi panellists in the Round 2
questionnaire, along with the group statistical response for each technology and some additional information
which could help them reconsider their answer given in Round 1. Applying the same criterion as fora Round 1
response, consensus on the time - frame of more ATs after Round 2 was checked.
5. Popular qualitative foresight method, Delphi was used in this study. It is a consensus building tool and requires
formation of an interactive panel of experts. These participants must be willing to share their expertise and work
toward a consensus on matters of opinion. For this study, experts from all over the country, with experience and
knowledge in assistive technology and disability sector, were approached through email to constitute the panel.
DELPHI EXERCISE
Beginning in January 2016 and ending in May 2016, the Delphi panel participated in two rounds, responding to
questions which called for thoughtful and detailed responses. As discussed earlier, this foresight study is on
assistive devices for locomotor disabilities, placed on seven tracks viz. Prosthesis, wheelchair, exoskeleton,
crutches, bionic, braces and brain implant. The questionnaire for Round 1 was sent out to 200+ individuals from
academia, industry, government, NGOs and R&D, two questions were asked of the panelists on 29 futuristic
technologies identified under these tracks. The panellists were provided with timelines for each track, delineating
the evolution to help them make a projection into the future and respond to the questions. The predominant
respondents who turned out to be young experts from academia, industry and R&D organization were asked:
a) The time-frame in which you (they) expect technology to be adopted (commercially available) in India
along with reasoned opinions.
b) The technologies (in the timeline) that will get replaced by new one.
In all, 48 responses were received in Round 1 within stipulated time; the responses were examined for consensus.
At least 75% respondents agreeing over two or three adjoining time-frames were adopted as criteria for consensus,
applying this criterion; consensus was obtained for 15 technologies out of 29.
The technologies on which no consensus was there were considered for the Round 2 of Delphi. All the 48 panellists
of Round 1 were informed about the technologies on which consensus had emerged; this was through the
questionnaire for Round 2 that included all the 14 technologies on which consensus eluded. The new questionnaire
carried with it- the group statistical response, comments, objections and arguments (obtained in Round 1) for each
technology, offered by the panellists- as feedback; this while maintaining the anonymity of respondents as
warranted by Delphi. In a few cases, recent developments were provided as additional information, to help the
panellists decide on their response in Round 1- to maintain it or alter it; thus ensuring a dialogue among
participants, another feature of Delphi. After the final round of the Delphi survey (Round 2), it was observed that
25 technologies out 29 had consensus on their time-frames while 4 did not viz. Prosthesis powered from body
heat, Mind control exoskeleton, Exoskeleton cum wheelchair and Compressible assistive products.
RESULT AND DISCUSSION
Experts' predictions for when various assistive technologies of the future could become available are summarized in
Table 3.
There are three innovations that are expected to be commercialized or accepted over the next ten years: a shock-
absorbing wheelchair, a hand-free wheelchair, and a foldable crutch-chair. According to experts, the technology is well-
known but is failing to gain widespread adoption due to people's natural aversion to change.
If we extend our timeline by another 5 years, we may anticipate even more radical shifts. Disabled people will be able
to compete more successfully in the workforce with the help of emerging technologies such as prosthetics controlled
by muscle activities, 3D printed prosthetics, modular prosthetic limbs, 3D printed wheelchairs, Smartphone-controlled
bionic prosthetics, 3D printed exoskeletons, and crutches with joints. This data predicts that during the next decade to
fifteen years, 3D-based technologies will become widely used in India, providing personalized assistance to people
with disabilities. Experts say the widespread use of these technologies in several industrialized nations bodes well for
their eventual introduction to the Indian market.
New technologies, such as 4D technology and brain-computer interface (BCI), are on the horizon and might
revolutionize life for people with disabilities in India within the next five to fifteen years. Prosthetic limbs, exoskeletons,
and bionic limbs operated by the brain may one day be commercially accessible.
The brain implant is a major technological breakthrough that is expected to have far-reaching consequences for the
disability sector in India during the next five to twenty years. People with disabilities may be able to use it to restore
the use of paralyzed limbs. Technology based on brain implants, such as NeuroBridge and the free hand system, is
unlikely to be accepted or marketed in India in the next 10 years. This is true even in developed nations.
6. BCI is used to operate prosthetic or bionic limbs, as discussed above; however, experts believe that it would be very
difficult to implement the same for exoskeleton, despite its success in the laboratory. This may be due to the size of the
exoskeleton, which makes it difficult to operate with the help of the brain or thought.
As technology improves, certain older technologies are bound to be superseded by newer ones. A member of the Delphi
group has suggested that the exoskeleton may one day make the wheelchair obsolete. In addition, bionic will replace
prosthetic in the next years as 3D printing makes mass production simple and cost-effective.
This research has uncovered many promising technologies that might dramatically improve the lives of people with
disabilities in India. Getting these technologies to those in need, who may be resource- or geographically-constrained,
would be difficult. For people with disabilities (PwDs) in both rural and urban areas to gain independence and dignity,
the government may need to implement initiatives to enable and make cheap these technologies.
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