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Integrating Artificial and Human Intelligence in Complex, Sensitive Problem Domains: Experiences from Mental Health

Munmun De Choudhury, Emre Kiciman
2018 The AI Magazine  
This article presents a position highlighting the importance of combining artificial intelligence (AI) approaches with natural intelligence, in other words, involvement of humans.  ...  We first discuss our prior work across a series of projects surrounding social media and mental health, and identify major themes wherein augmentation of AI systems and techniques with human feedback has  ...  In our experiences applying artificial intelligence methods to the analysis of new data sources to better understand the complex and sensitive domain of mental health, we have often drawn on human intelligence  ... 
doi:10.1609/aimag.v39i3.2815 fatcat:zw6fmz2ewjbixiarbkkhfozq5q

Review on Artificial Intelligence and Applications in Healthcare

Ravish Huchegowda, Department of Neurochemistry, National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore 560029, Karnataka, India, Srinivas Huchegowda, Jyothi R. Jain, Manoj Parthasarathy, Tharika Shraddha, Nagalakshmi C. Sathyanarayanshetty, Bharat V. Poojary, Farhan Zameer, Chetan H. Gowda, Naveen H. Gowda, Huskur N. Venkatesh (+10 others)
2019 Neuro - Open Journal  
This has led to heavy application of computer and information technology in medicine, which resulted in evolution of artificial intelligence (AI). 1 The intelligence can be described as the ability to  ...  AI is the potentiality of a machine to synthetically imitate intelligence and thought patterns. 3 It is connected with the simulation of human intelligence processes by machines, especially computer systems  ...  AI system helps to reveal the illness by smelling human breathe substances. 23 CONCLUSION Artificial intelligence is going to make huge difference in our day to day lives.  ... 
doi:10.17140/noj-6-e010 fatcat:hposc5pqarep7gqeyj2uwc2ljm

The application prospects of artificial intelligence in the field of mental health and hygiene

Fei Yang, Jiashun Xie, Zhi Bing Zhong, F. Wen, S.M. Ziaei
2021 E3S Web of Conferences  
This article reviews the application of artificial intelligencerelated technologies in mental health, including the application of artificial intelligence to mental illness identification and early warning  ...  Artificial intelligence has tried to be applied to various fields of mental health and hygiene.  ...  as Internet + and smart sensor equipment, and pay attention to their mental health in time, and provide emotional support and emotion comfort.  ... 
doi:10.1051/e3sconf/202127503042 fatcat:cwc7gtpi3zc55gls5x5ksyhxxi

Artificial intelligence in psychological practice: Current and future applications and implications

David D. Luxton
2014 Professional Psychology: Research and Practice  
This article reviews developments in artificial intelligence (AI) technologies and their current and prospective applications in clinical psychological practice.  ...  Psychologists and other mental health care professionals have an essential part to play in the development, evaluation, and ethical use of AI technologies.  ...  Other Practical AI Applications in Mental Health Care Intelligent Virtual Worlds and Artificial Companions Virtual reality simulation is also an emerging application of AI technologies.  ... 
doi:10.1037/a0034559 fatcat:qok64cdv2bcnrclnktpi4adehy

Your robot therapist will see you now: Ethical implications of embodied artificial intelligence in psychiatry, psychology, and psychotherapy (Preprint)

Amelia Fiske, Peter Henningsen, Alena Buyx
2018 Journal of Medical Internet Research  
Research in embodied artificial intelligence (AI) has increasing clinical relevance for therapeutic applications in mental health services.  ...  In order to enable responsible clinical implementation, ethical and social implications of the increasing use of embodied AI in mental health need to be identified and addressed.  ...  Table of Contents Your robot therapist will see you now: Ethical implications of embodied artificial intelligence in psychiatry, psychology, and psychotherapy Abstract Work in embodied artificial intelligence  ... 
doi:10.2196/13216 pmid:31094356 pmcid:PMC6532335 fatcat:2bcf2edcj5f45jwwm5xlvzaiky

Can Artificial Intelligences Suffer from Mental Illness? A Philosophical Matter to Consider

Hutan Ashrafian
2016 Science and Engineering Ethics  
The potential for artificial intelligences and robotics in achieving the capacity of consciousness, sentience and rationality offers the prospect that these agents have minds.  ...  If so, then there may be a potential for these minds to become dysfunctional, or for artificial intelligences and robots to suffer from mental illness.  ...  reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s11948-016-9783-0 pmid:27351772 pmcid:PMC5364237 fatcat:faqq4ktring2jbskslcqzrtlk4

Beyond artificial intelligence: exploring artificial wisdom

Dilip V. Jeste, Sarah A. Graham, Tanya T. Nguyen, Colin A. Depp, Ellen E. Lee, Ho-Cheol Kim
2020 International Psychogeriatrics  
Thus, the future need in technology is for artificial wisdom (AW).  ...  Just as human intelligence and AI have helped further the understanding and usefulness of each other, human wisdom and AW can aid in promoting each other's growth  ...  In the area of psychogeriatrics, AI/AW will increasingly be a part of digital medicine and will contribute to mental health research and practice.  ... 
doi:10.1017/s1041610220000927 pmid:32583762 fatcat:mgjmzbv3sfgtrfxyuwfelidxwi

REVIEW OF INCLUSION OF MACHINE LEARNING TECHNIQUES IN MEDICINE FIELD

Samaksh Khandelwal
2021 International Journal of Engineering Applied Sciences and Technology  
This paper aims to learn and review the effect of machine learning and its inclusion in the medical field spanning pathology, radiology, mental health, and dentistry.  ...  The field of medicine is seeing indomitable changes and development with the inclusion of machine learning techniques and artificial intelligence.  ...  ; mental health; radiology; oncology, and pathology.  ... 
doi:10.33564/ijeast.2021.v06i05.032 fatcat:f6bybgxvdvcfvjomoscch6lnkq

THE GROWING ROLE OF ARTIFICIAL INTELLIGENCE IN HUMAN RESOURCE

Akanksha Saxena
2020 EPRA international journal of multidisciplinary research  
This research paper tries to underline the growing importance of Artificial Intelligence (AI) in human resource management (HRM) and aims to explain how artificial intelligence has been integrated into  ...  there is a growing need of integrating Artificial Intelligence (AI) in Human Resource Management (HRM).  ...  Mental Health The human based task makes the Human Resource (HR) department a crucial element within any organization.  ... 
doi:10.36713/epra4924 fatcat:qai6ftcslvaejlvcdfpvqtxdiy

Blended Teaching Design of College Students' Mental Health Education Course Based on Artificial Intelligence Flipped Class

Shan Shan, Yu Liu
2021 Mathematical Problems in Engineering  
The mental health education course effect of artificial intelligence and flipped classroom psychology can more stimulate students' interest and promote the improvement of students' performance through  ...  Groups A1 and B1 conduct a semester of artificial intelligence combined with the concept of flipped classroom psychology. Groups A2 and B2 teach students in accordance with traditional teaching.  ...  Based on artificial intelligence and flipped classroom, the hybrid teaching design of mental health education course can be realized through intelligent teaching platform.  ... 
doi:10.1155/2021/6679732 doaj:e1f3284215e04875b752e158f4bdb345 fatcat:o5rzxyx5bncfrmjkrilbcuw3jy

Artificial intelligence-enabled healthcare delivery

Sandeep Reddy, John Fox, Maulik P Purohit
2018 Journal of the Royal Society of Medicine  
In recent years, there has been massive progress in artificial intelligence (AI) with the development of deep neural networks, natural language processing, computer vision and robotics.  ...  These techniques are now actively being applied in healthcare with many of the health service activities currently being delivered by clinicians and administrators predicted to be taken over by AI in the  ...  In Understanding Uniqueness and Diversity in Child and Adolescent Mental Health (pp. 263- 287).  ... 
doi:10.1177/0141076818815510 pmid:30507284 pmcid:PMC6348559 fatcat:7u5r7jgr7jga7jznyufzugd2gm

Neural Network Structure Study In Child Mental Health Disorders Intelligent Diagnosis System*

Chen Bing-Mei, Fan Xiao-Ping, Zhou Zhi-Ming, Li Xue-Rong
2011 Procedia Environmental Sciences  
In our country there are about 60 millions mental health disorders children who need mental health care according large scope epidemiological investigation.  ...  The diagnosis system of child mental health disorders can diagnose 61 kinds child mental health disorders. It includes more than 95% child mental health disorders.  ...  Acknowledge Foundation item: Project (39270262) supported by the National Natural Science Foundation of China, The research wins the third prize of Hunan province medical science and technology progress  ... 
doi:10.1016/j.proenv.2011.10.103 fatcat:65mfblaqrzdojlfkxa7gcmayqq

Future Trends of Artificial Intelligence in Human Biofield

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
Additionally, to monitor human health conditions various waves are examined like brainwaves, heart waves and others, which are highly useful in clinical scrutiny.  ...  There are various activities performed by humans which involves both mental and physiological activities.  ...  Artificial intelligence (AI) is a field of computer science, which tries to imitate the human learning, understanding and other mental ability processes.  ... 
doi:10.35940/ijitee.j9987.0881019 fatcat:bxfhf3bhc5fmfhpgk3bvbkekhq

Environmental Influences on Human Growth and Development: An Artificial Intelligence Approach towards Evolution

Pankajini Sahu, Dillip Narayan Sahu
2022 IJARCCE  
Artificial Intelligence is in every sphere in the globe now.  ...  Artificial Intelligence approach can be used as a tool for a new revolution in the field of medical science and education for human growth and development in this century.  ...  INTRODUCTION Artificial Intelligence integrates with different aspect of life producing more efficient and updated human with more capacities and productive.  ... 
doi:10.17148/ijarcce.2022.11358 fatcat:5ebk4xrltbgz3cn2rdd53eae6e

Artificial Intelligence for a Fair, Just, and Equitable World

Angeles Manjarres, Celia Fernandez-Aller, Maite Lopez-Sanchez, Juan Antonio Rodriguez-Aguilar, Manuel Sierra Castaner
2021 IEEE technology & society magazine  
In "A Wide Human-Rights Approach to Artificial Intelligence Regulation in Europe," Jesús Salgado-Criado and Celia Fernández Aller propose human rights as the basic framework for a future AI regulation.  ...  "Advancing Toward the SDGs Artificial Intelligence for a Fair, Just, and Equitable World," held in conjunction with the "European Conference on Artificial Intelligence" in September 2020.  ...  Sierra Castañer is currently a Senior Member of IEEE and Fellow of the AMTA Society. He has been the UPM Director for International Cooperation from 2010 to 2020.  ... 
doi:10.1109/mts.2021.3056292 fatcat:2jlill5iafglrjkmlgfiaz2nve
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