scholarly journals Edge Computing Robot Interface for Automatic Elderly Mental Health Care Based on Voice

Electronics ◽  
2020 ◽  
Vol 9 (3) ◽  
pp. 419 ◽  
Author(s):  
Camille Yvanoff-Frenchin ◽  
Vitor Ramos ◽  
Tarek Belabed ◽  
Carlos Valderrama

We need open platforms driven by specialists, in which queries can be created and collected for long periods and the diagnosis made based on a rigorous clinical follow-up. In this work, we developed a multi-language robot interface helping to evaluate the mental health of seniors by interacting through questions. Through the voice interface, the specialist can propose questions, as well as receive users’ answers, in text form. The robot can automatically interact with the user using the appropriate language. It can process the answers and under the guidance of a specialist, questions and answers can be oriented towards the desired therapy direction. The prototype was implemented on an embedded device meant for edge computing, thus it was able to filter environmental noise and can be placed anywhere at home. The proposed platform allows the integration of well-known open source and commercial data flow processing frameworks. The experience is now available for specialists to create queries and answers through a Web-based interface.

2016 ◽  
Vol 51 (7) ◽  
pp. 727-735 ◽  
Author(s):  
Matthew J Spittal ◽  
Fiona Shand ◽  
Helen Christensen ◽  
Lisa Brophy ◽  
Jane Pirkis

Objective: Presentation to hospital after self-harm is an opportunity to treat underlying mental health problems. We aimed to describe the pattern of mental health contacts following hospital admission focusing on those with and without recent contact with community mental health services (connected and unconnected patients). Methods: We undertook a data linkage study of all individuals admitted as a general or psychiatric inpatient to hospital after self-harm in New South Wales, Australia, between 2005 and 2011. We identified the proportion of admissions where the patient received subsequent in-person community mental health care within 30 days of discharge and the factors associated with receipt of that care. Results: A total of 42,353 individuals were admitted to hospital for self-harm. In 41% of admissions, the patient had contact with a community mental health service after discharge. Patients connected with community mental health services had 5.33 (95% confidence interval = [5.09, 5.59]) times higher odds of follow-up care than unconnected patients. Other factors, such as increasing age and treatment as a psychiatric inpatient, were associated with lower odds of follow-up community care. Conclusion: Our study suggests that full advantage is not being taken of the opportunity to provide comprehensive mental health care for people who self-harm once they have been discharged from the inpatient setting. This is particularly the case for those who have not previously received community mental health care. There appears to be scope for system-level improvement in the way in which those who are treated for self-harm are followed up in the community.


10.2196/24245 ◽  
2020 ◽  
Vol 7 (11) ◽  
pp. e24245
Author(s):  
Hanneke Kip ◽  
Jobke Wentzel ◽  
Saskia M Kelders

Background Although eMental health interventions, especially when delivered in a blended way, have great potential to improve the quality and efficiency of mental health care, their use in practice lags behind expectations. The Fit for Blended Care (FfBC) instrument was developed to support therapists and clients in shaping blended care in a way that optimally fits their needs. However, this existing version cannot be directly applied to specific branches of mental health care as it is too broad and generic. Objective The goal of this study is to adapt the existing FfBC instrument to fit a specific, complex setting—forensic mental health care—by means of participatory development with therapists. Methods The participatory process was divided into 4 phases and was executed by a project team consisting of 1 manager, 3-5 therapists, and 1 researcher. In phase 1, general requirements for the adaptation of the existing instrument were discussed in 2 focus groups with the project team. In phase 2, patient-related factors that influence the use of an existing web-based intervention were elicited through semistructured interviews with all 18 therapists working at an outpatient clinic. In phase 3, multiple focus groups with the project teams were held to create the first version of the adapted FfBC instrument. In phase 4, a digital prototype of the instrument was used with 8 patients, and the experiences of the 4 therapists were discussed in a focus group. Results In phase 1, it became clear that the therapists’ main requirement was to develop a much shorter instrument with a few items, in which the content was specifically tailored to the characteristics of forensic psychiatric outpatients. The interviews showed a broad range of patient-related factors, of which 5 were used in the instrument: motivation for blended treatment; writing about thoughts, feelings, and behavior; conscientiousness; psychosocial problems; and social support. In addition, a part of the instrument was focused on the practical necessary preconditions that patients should fill by themselves before the treatment was developed. The use of the web-based prototype of the instrument in treatment resulted in overall positive experiences with the content; however, therapists indicated that the items should be formulated in a more patient-centered way to encourage their involvement in discussing the factors. Conclusions The participatory, iterative process of this study resulted in an adapted version of the FfBC instrument that fits the specific forensic context and supports shared decision making. In general, the adaptiveness of the instrument is important: its content and implementation should fit the type of care, the organization, and eHealth intervention. To adapt the instrument to other contexts, the guidelines described in this paper can be followed.


2019 ◽  
Vol 29 (Supplement_4) ◽  
Author(s):  
M Knapstad ◽  
L V Lervik ◽  
S M M Saether ◽  
L E Aaroe ◽  
O R F Smith

Abstract Background Prompt Mental Health Care (PMHC) service is a Norwegian initiative, adapted from the English ‘Improved Access to Psychological Therapy’ (IAPT), aimed at improving access to primary care treatment for anxiety and depression. Thus far, both PMHC and IAPT have been evaluated by cohort studies only. Albeit yielding promising results, the extent to which these are attributable to the treatment thus remains unsettled. This study investigates the effectiveness of PMHC compared to treatment as usual (TAU) at six months follow-up. Methods Randomized controlled trial with parallel assignment in two PMHC sites from November 2015 to March 2018. Participants were 681 adults (aged ≥18 years) considered for admission to PMHC due to anxiety and/or mild to moderate depression. These were randomly assigned on a 70:30 ratio. Main outcomes were recovery rates and changes in symptoms of depression and anxiety between baseline and follow-up. Primary outcome data were available for 73%/67% in the PMHC/TAU group. Sensitivity analyses based on observed patterns of missingness were conducted. Results A reliable recovery rate of 58.5% was observed in the PMHC group and 31.9% in the TAU group, yielding a between-group effect size (ES) of 0.61 [95% CI 0.37-0.85, p<.001]. The differences in degree of improvement between PMHC and TAU yielded an ES of -0.88 [95% CI -1.23-0.43, p < 0.001] for symptoms of depression and -0.60 [95% CI -0.90-0.30, p < 0.001] for symptoms of anxiety in favour of PMHC. All sensitivity analyses pointed in the same direction with small variations in point estimates. Findings were slightly more robust for depressive than anxiety symptoms. Conclusions The PMHC treatment was substantially more effective than TAU in alleviating symptoms of anxiety and depression. This adaptation of IAPT is considered a viable supplement to existing health services to increase access of effective treatment for adults who suffer from anxiety and mild to moderate depression. Key messages This study is the first to evaluate the effectiveness of an IAPT-like treatment model in terms of a randomized controlled trial. Prompt Mental Health Care was substantially more effective than TAU in alleviating symptoms of depression and anxiety at 6-months follow-up.


2007 ◽  
Vol 116 (s437) ◽  
pp. 42-52 ◽  
Author(s):  
M. Ruggeri ◽  
G. Salvi ◽  
C. Bonetto ◽  
A. Lasalvia ◽  
L. Allevi ◽  
...  

Criminologie ◽  
2005 ◽  
Vol 21 (2) ◽  
pp. 27-61 ◽  
Author(s):  
Sheilagh Hodgins ◽  
Mireille Cyr ◽  
Jean Paquet ◽  
Pierre Lamy

While severe mental disorders have consistently been shown to be more prevalent among inmates of penal institutions than among the general population, the provision of mental health within jails, prisons and penitentiaries has always been, and continues to be, problematic. The present investigation was designed to examine the impact on patients of one organizational model of mental health care for penitentiary inmates. Ninety-nine men who were transferred from a penitentiary to a maximum security hospital for varying periods of time were followed for three years after discharge. Relapse and criminal recidivism were documented from official files. Interviews were conducted at the end of the follow-up period in order to examine subject's level of social functionning and mental state. Specific conclusions are drawn about the way in which mental health care was provided and the benefit which accrued to the patients.


2020 ◽  
Author(s):  
Nidal Drissi ◽  
Ayat Alhmoudi ◽  
Hana Al Nuaimi ◽  
Mahra Alkhyeli ◽  
Shaikha Alsalami ◽  
...  

BACKGROUND The COVID-19 outbreak was first reported to the World Health Organization on December 31, 2019, and it was officially declared a public health emergency of international concern on January 30, 2020. The COVID-19 outbreak and the safety measures taken to control it caused many psychological issues in populations worldwide, such as depression, anxiety, and stress. OBJECTIVE The objectives of this study were to assess the psychological effects of the lockdown due to the COVID-19 outbreak on university students in the United Arab Emirates (UAE) and to investigate the students’ awareness of mobile mental health care apps as well as their attitudes toward the use of these apps. METHODS A two-part self-administered web-based questionnaire was delivered to students at United Arab Emirates University. The first part of the questionnaire assessed the mental state of the participants using the 12-item General Health Questionnaire (GHQ-12), while the second part contained questions investigating the participants’ awareness of and attitudes toward mental health care apps. Students were invited to fill out the web-based questionnaire via social media and mailing lists. RESULTS A total of 154 students participated in the survey, and the majority were female. The results of the GHQ-12 analysis showed that the students were experiencing psychological issues related to depression and anxiety as well as social dysfunction. The results also revealed a lack of awareness of mental health care apps and uncertainty regarding the use of such apps. Approximately one-third of the participants (44/154, 28.6%) suggested preferred functionalities and characteristics of mobile mental health care apps, such as affordable price, simple design, ease of use, web-based therapy, communication with others experiencing the same issues, and tracking of mental status. CONCLUSIONS Like many groups of people worldwide, university students in the UAE were psychologically affected by the lockdown due to the COVID-19 outbreak. Although apps can be useful tools for mental health care delivery, especially in circumstances such as those produced by the outbreak, the students in this study showed a lack of awareness of these apps and mixed attitudes toward them. Improving the digital health literacy of university students in the UAE by increasing their awareness of mental health care apps and the treatment methods and benefits of the apps, as well as involving students in the app creation process, may encourage students to use these tools for mental health care.


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