Automated Method for Diagnosing Speech and Language Dysfunction in Schizophrenia

Tilaka, Anne Debra; Diederich, Joachim; Song, Insu; Teoh, Ai Ni

doi:10.1007/978-3-642-38550-6_11

Cited by 3 publications

(2 citation statements)

References 31 publications

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“…However, SLD methods are generally time-consuming and costly, therefore, automatic SLD methods are used instead ( 31 ). Also, among the common automated methods, there are statistical and latent semantic analysis, and machine-learning methods ( 13 , 14 , 31 ).…”

Section: Discussionmentioning

confidence: 99%

Telemental Health Care, an Effective Alternative to Conventional Mental Care: a Systematic Review

et al. 2017

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Background and Objectives:Due to the high costs of conventional mental health care, there has been a rise in the application of web-based technologies in recent years, i.e., telemental health care. We conducted this systematic review in 2017, using high quality research articles on the applications, technologies, advantages and challenges associated with telemental health care published since year 2000.Methods:We used a combination of relevant key words to search four major databases, such as “Web of Sciences, Embase, PubMed and Science Direct”. From among 156 articles, which had been published since 2000, twenty five articles met all of the inclusion criteria and were selected for the final review. The information extracted from these articles were used to construct Tables 1 and 2. Also, the materials derived from 55 credible articles were used as further support and complementary facts to substantiate the information presented in the Discussion section.Results:The findings revealed that telemental health care is an extended domain supportive of conventional mental health services. Currently, telemental health care has multiple capabilities and technologies for providing effective interventions to patients with various mental illnesses. It provides clinicians with a wide variety of innovative choices and strategies for mental interventions, in addition to significant future potentials.Conclusions:Telemental health care can provide effective and adaptable solutions to the care of mental illnesses universally. While being comparable to in-person services, telemental health care is particularly advantageous and inexpensive through the use of current technologies and adaptable designs, especially in isolated communities.

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Section: Discussionmentioning

confidence: 99%

Telemental Health Care, an Effective Alternative to Conventional Mental Care: a Systematic Review

et al. 2017

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“…Almost all technologies we have reviewed here can be used jointly with tele-mentalhealth technology. For instance, it will be possible to use automated speech analysis methods (e.g., [3,[22][23][24] while the patients are being interviewed by psychiatrists to provide objective analysis of speech and language disorder or to monitor improvements in mental health conditions. Much needed research is now being devoted to the development of more sophisticated Telemedicine technologies that integrate various technologies, such as mobile breathing sound analyser [25] and recommender system [3].…”

Section: Telemedicinementioning

confidence: 99%

Profiling Bell’s Palsy based on House-Brackmann Score

Song

Vong

Nguwi

et al. 2013

Journal of Artificial Intelligence and Soft Computing Research

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In this study, we propose to diagnose facial nerve palsy using Support Vector Machines (SVMs) and Emergent Self-Organizing Map (ESOM). This research seeks to analyze facial palsy domain using facial features and grade the degree of nerve damage based on the House-Brackmann score. Traditional diagnostic approaches involve a medical doctor recording a thorough history of a patient and determining the onset of paralysis, rate of progression and so on. The most important step is to assess the degree of voluntary movement of the facial nerves and document the grade of facial paralysis using House- Brackmann score. The significance of the work is the attempt to understand the diagnosis and grading processes using semi-supervised learning with the aim of automating the process. The value of the research is in identifying and documenting the limited literature seen in this area. The use of automated diagnosis and grading greatly reduces the duration of medical examination and increases the consistency, because many palsy images are stored to provide benchmark references for comparative purposes. The proposed automated diagnosis and grading are computationally efficient. This automated process makes it ideal for remote diagnosis and examination of facial palsy. The profiling of a large number of facial images are captured using mobile phones and digital cameras.

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Assessing General Well-Being Using Facial Expressions

Vong

Song

2014

Emerging Technologies for Emerging Markets

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Automated Method for Diagnosing Speech and Language Dysfunction in Schizophrenia

Cited by 3 publications

References 31 publications

Telemental Health Care, an Effective Alternative to Conventional Mental Care: a Systematic Review

Telemental Health Care, an Effective Alternative to Conventional Mental Care: a Systematic Review

Profiling Bell’s Palsy based on House-Brackmann Score

Assessing General Well-Being Using Facial Expressions

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