Literature DB >> 24431472

A Survey on Ambient Intelligence in Health Care.

Giovanni Acampora1, Diane J Cook2, Parisa Rashidi3, Athanasios V Vasilakos4.   

Abstract

Ambient Intelligence (AmI) is a new paradigm in information technology aimed at empowering people's capabilities by the means of digital environments that are sensitive, adaptive, and responsive to human needs, habits, gestures, and emotions. This futuristic vision of daily environment will enable innovative human-machine interactions characterized by pervasive, unobtrusive and anticipatory communications. Such innovative interaction paradigms make ambient intelligence technology a suitable candidate for developing various real life solutions, including in the health care domain. This survey will discuss the emergence of ambient intelligence (AmI) techniques in the health care domain, in order to provide the research community with the necessary background. We will examine the infrastructure and technology required for achieving the vision of ambient intelligence, such as smart environments and wearable medical devices. We will summarize of the state of the art artificial intelligence methodologies used for developing AmI system in the health care domain, including various learning techniques (for learning from user interaction), reasoning techniques (for reasoning about users' goals and intensions) and planning techniques (for planning activities and interactions). We will also discuss how AmI technology might support people affected by various physical or mental disabilities or chronic disease. Finally, we will point to some of the successful case studies in the area and we will look at the current and future challenges to draw upon the possible future research paths.

Entities:  

Keywords:  Ambient Intelligence; Health Care; Sensor Networks; Smart Environments

Year:  2013        PMID: 24431472      PMCID: PMC3890262          DOI: 10.1109/JPROC.2013.2262913

Source DB:  PubMed          Journal:  Proc IEEE Inst Electr Electron Eng        ISSN: 0018-9219            Impact factor:   10.961


  44 in total

1.  Reasoning foundations of medical diagnosis; symbolic logic, probability, and value theory aid our understanding of how physicians reason.

Authors:  R S LEDLEY; L B LUSTED
Journal:  Science       Date:  1959-07-03       Impact factor: 47.728

2.  Visual event recognition in videos by learning from Web data.

Authors:  Lixin Duan; Dong Xu; Ivor Wai-Hung Tsang; Jiebo Luo
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2012-09       Impact factor: 6.226

3.  A pervasive visual-haptic framework for virtual delivery training.

Authors:  Andrea F Abate; Giovanni Acampora; Vincenzo Loia; Stefano Ricciardi; Athanasios V Vasilakos
Journal:  IEEE Trans Inf Technol Biomed       Date:  2010-03

4.  An unconstrained monitoring system for home rehabilitation. A wireless heart/respiratory rate sensor accessible to home-visit therapists.

Authors:  Yasushi Masuda; Mitsuyoshi Sekimoto; Masayuki Nambu; Yuji Higashi; Toshirou Fujimoto; Kunihiro Chihara; Toshiyo Tamura
Journal:  IEEE Eng Med Biol Mag       Date:  2005 Jul-Aug

5.  Recognizing independent and joint activities among multiple residents in smart environments.

Authors:  Geetika Singla; Diane J Cook; Maureen Schmitter-Edgecombe
Journal:  J Ambient Intell Humaniz Comput       Date:  2010-03-01

6.  The MyHeart project--fighting cardiovascular diseases by prevention and early diagnosis.

Authors:  Joerg Habetha
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2006

7.  Learning situation models in a smart home.

Authors:  Oliver Brdiczka; James L Crowley; Patrick Reignier
Journal:  IEEE Trans Syst Man Cybern B Cybern       Date:  2008-09-16

8.  Investigation of gait features for stability and risk identification in elders.

Authors:  Jun Liang; Carmen C Abbott; Marjorie Skubic; James Keller
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2009

9.  Discovering Activities to Recognize and Track in a Smart Environment.

Authors:  Parisa Rashidi; Diane J Cook; Lawrence B Holder; Maureen Schmitter-Edgecombe
Journal:  IEEE Trans Knowl Data Eng       Date:  2011       Impact factor: 6.977

10.  Physiological parameter monitoring from optical recordings with a mobile phone.

Authors:  Christopher G Scully; Jinseok Lee; Joseph Meyer; Alexander M Gorbach; Domhnull Granquist-Fraser; Yitzhak Mendelson; Ki H Chon
Journal:  IEEE Trans Biomed Eng       Date:  2011-07-29       Impact factor: 4.538

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  49 in total

1.  Automatic Metadata Generation Through Analysis of Narration Within Instructional Videos.

Authors:  Joseph Rafferty; Chris Nugent; Jun Liu; Liming Chen
Journal:  J Med Syst       Date:  2015-08-08       Impact factor: 4.460

Review 2.  The increasing value of eHealth in the delivery of patient-centred cancer care.

Authors:  Frank J Penedo; Laura B Oswald; Joshua P Kronenfeld; Sofia F Garcia; David Cella; Betina Yanez
Journal:  Lancet Oncol       Date:  2020-05       Impact factor: 41.316

Review 3.  Real-Time Remote-Health Monitoring Systems: a Review on Patients Prioritisation for Multiple-Chronic Diseases, Taxonomy Analysis, Concerns and Solution Procedure.

Authors:  K I Mohammed; A A Zaidan; B B Zaidan; O S Albahri; M A Alsalem; A S Albahri; Ali Hadi; M Hashim
Journal:  J Med Syst       Date:  2019-06-11       Impact factor: 4.460

Review 4.  Illuminating the dark spaces of healthcare with ambient intelligence.

Authors:  Albert Haque; Arnold Milstein; Li Fei-Fei
Journal:  Nature       Date:  2020-09-09       Impact factor: 49.962

5.  Based Real Time Remote Health Monitoring Systems: A Review on Patients Prioritization and Related "Big Data" Using Body Sensors information and Communication Technology.

Authors:  Naser Kalid; A A Zaidan; B B Zaidan; Omar H Salman; M Hashim; H Muzammil
Journal:  J Med Syst       Date:  2017-12-29       Impact factor: 4.460

6.  Based on Real Time Remote Health Monitoring Systems: A New Approach for Prioritization "Large Scales Data" Patients with Chronic Heart Diseases Using Body Sensors and Communication Technology.

Authors:  Naser Kalid; A A Zaidan; B B Zaidan; Omar H Salman; M Hashim; O S Albahri; A S Albahri
Journal:  J Med Syst       Date:  2018-03-02       Impact factor: 4.460

Review 7.  Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning.

Authors:  David C Mohr; Mi Zhang; Stephen M Schueller
Journal:  Annu Rev Clin Psychol       Date:  2017-03-17       Impact factor: 18.561

Review 8.  Toward Automating Clinical Assessments: A Survey of the Timed Up and Go.

Authors:  Gina Sprint; Diane J Cook; Douglas L Weeks
Journal:  IEEE Rev Biomed Eng       Date:  2015-01-12

9.  A Semantic Big Data Platform for Integrating Heterogeneous Wearable Data in Healthcare.

Authors:  Emna Mezghani; Ernesto Exposito; Khalil Drira; Marcos Da Silveira; Cédric Pruski
Journal:  J Med Syst       Date:  2015-10-21       Impact factor: 4.460

10.  Situated Agents and Humans in Social Interaction for Elderly Healthcare: From Coaalas to AVICENA.

Authors:  Ignasi Gómez-Sebastià; Jonathan Moreno; Sergio Álvarez-Napagao; Dario Garcia-Gasulla; Cristian Barrué; Ulises Cortés
Journal:  J Med Syst       Date:  2015-11-21       Impact factor: 4.460

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