scholarly journals Sensing Applications and Public Datasets for Digital Phenotyping of Mental Health (Preprint)

2021 ◽  
Author(s):  
Jean P. M. Marques ◽  
Ivan R. Moura ◽  
Pepijn Van de Ven ◽  
Davi V. Santos ◽  
Francisco J. S. Silva ◽  
...  
Keyword(s):  
Mental Health ◽  
Systematic Review ◽  
Digital Libraries ◽  
Scientific Literature ◽  
Data Extraction ◽  
Exclusion Criteria ◽  
Sensing Applications ◽  
Digital Phenotyping ◽  
Depth Analysis ◽  
Public Datasets

BACKGROUND Mental disorders are normally diagnosed exclusively on the basis of symptoms, which are identified from patients' interviews and self-reported experiences. To make mental health diagnoses and monitoring more objective, different solutions have been proposed such as Digital Phenotyping of Mental Health (DPMH), which can expand the ability to identify and monitor health conditions based on the interactions of people with digital technologies. OBJECTIVE This article aims to identify and characterize technically the sensing applications and public datasets for DPMH. METHODS We performed a systematic review of scientific literature and datasets. We searched digital libraries and dataset repositories to find results that met the selection criteria. RESULTS After applying inclusion and exclusion criteria, 31 articles and 8 datasets were selected for data extraction, in which we summarized their characteristics and identified trends and research opportunities. CONCLUSIONS Results evidenced growth in proposals for DPMH sensing applications in recent years as opposed to a scarcity of public datasets. This systematic review provides in-depth analysis regarding solutions for DPMH.

scholarly journals Sensing Applications and Public Datasets for Digital Phenotyping of Mental Health: Systematic Review (Preprint)

10.2196/28735 ◽  
2021 ◽  
Author(s):  
Jean P. M. Marques ◽  
Ivan R. Moura ◽  
Pepijn Van de Ven ◽  
Davi V. Santos ◽  
Francisco J. S. Silva ◽  
...  
Keyword(s):  
Mental Health ◽  
Systematic Review ◽  
Sensing Applications ◽  
Digital Phenotyping ◽  
Public Datasets

scholarly journals Forensic facial reconstruction using CBCT – A systematic review

2021 ◽  
Author(s):  
JIJIN MEKKADATH JAYAKRISHNAN
Keyword(s):  
Systematic Review ◽  
3D Modeling ◽  
Diagnostic Tool ◽  
Full Text ◽  
Data Extraction ◽  
Modeling Method ◽  
Facial Reconstruction ◽  
Combination Method ◽  
Human Face ◽  
Exclusion Criteria

Abstract Objectives This systematic review evaluated whether CBCT is a better diagnostic tool in facial forensic reconstruction. Forensic facial reconstruction is a technique to reconstruct human face from unidentified face from skull remains for human identification and facial recognition. Materials and methods Article selection and data extraction was done based on the inclusion and exclusion criteria devised for the study. The articles were screened from PubMed, ProQuest, Google scholar, Science direct and Scopus. Result Three hundred and thirty-nine articles were initially identified from which seven articles were full text reviewed and included in the review. All the articles included in this study suggest that the facial reconstruction done using CBCT are reliable. Conclusion The computerized 3D modeling method produces reliable facial reconstructions which involves the images scanned from CBCT and the combination method. The computerized 3D modeling method produces facial reconstruction which almost mimics the original resemblance.

Establishing the Effectiveness of Interventions Provided to First Responders to Prevent and/or Treat Mental Health Effects of Response to a Disaster: A Systematic Review

2020 ◽  
pp. 1-12
Author(s):  
W. Tyler Winders ◽  
Nirma D. Bustamante ◽  
Stephanie Chow Garbern ◽  
Corey Bills ◽  
Amin Coker ◽  
...  
Keyword(s):  
Mental Health ◽  
Systematic Review ◽  
Health Effects ◽  
Low Income ◽  
Psychiatric Symptoms ◽  
Psychological Intervention ◽  
First Responders ◽  
Low Income Countries ◽  
Depth Analysis ◽  
Mental Health Effects

ABSTRACT Objectives: This review systematically explores the current available evidence on the effectiveness of interventions provided to first responders to prevent and/or treat the mental health effects of responding to a disaster. Methods: A systematic review of Medline, Scopus, PsycINFO, and gray literature was conducted. Studies describing the effectiveness of interventions provided to first responders to prevent and/or treat the mental health effects of responding to a disaster were included. Quality was assessed using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) criteria, and the Critical Appraisal Skills Programme (CASP) checklist. Results: Manuscripts totaling 3869 met the initial search criteria; 25 studies met the criteria for in-depth analysis, including 22 quantitative and 3 qualitative studies; 6 were performed in low- and middle-income countries (LMICs); 18 studies evaluated a psychological intervention; of these, 13 found positive impact, 4 found no impact, and 1 demonstrated worsened symptoms after the intervention. Pre-event trainings decreased psychiatric symptoms in each of the 3 studies evaluating its effectiveness. Conclusions: This review demonstrates that there are likely effective interventions to both prevent and treat psychiatric symptoms in first responders in high-, medium-, and low-income countries.

scholarly journals Mental Health in Health Students during Coronavirus Disease-19: Systematic Review

2021 ◽  
Vol 9 (F) ◽  
pp. 205-210
Author(s):  
Agus Purnama ◽  
Susaldi Susaldi ◽  
Halma Zahro Mukhlida ◽  
Hilma Hasro Maulida ◽  
Nyimas Heny Purwati
Keyword(s):  
Mental Health ◽  
Systematic Review ◽  
Mental Health Problems ◽  
Cross Sectional Study ◽  
Poor Mental Health ◽  
Inclusion Criteria ◽  
Letters To The Editor ◽  
Exclusion Criteria ◽  
Cross Sectional ◽  
Psychological Conditions

Purpose: This study aims to examine the description of mental health characteristics of health students who conducted studies during the COVID-19 pandemic. Methods: The design of this study is to use a systematic review approach by collecting several articles from a database that has been selected consisting of Springer. , ScienceDirect and ProQuest with articles published in 2020. Search for articles was carried out by entering the keyword "mental health AND student AND COVID-19". The search for this article was limited to inclusion criteria and exclusion criteria. The inclusion criteria in this study were health students who were still conducting studies during the COVID-19 pandemic and a cross-sectional study design, while the exclusion criteria were non-health students, only abstracts and books, and letters to the editor. Results: After a search on the selected database, the results are 677 Springer articles, 554 direct articles, and 1348 ProQuest articles. 11 were removed for duplicates, 444 full texts were reviewed and 6 articles matched inclusion and exclusion criteria. The results of the 6 articles that were reviewed showed that the majority of health students reported mental health problems such as anxiety, depression, stress, and another emotional status. Where moderate and severe levels of anxiety were experienced by some Health students who carried out education during the Covid-19 pandemic. Conclusion: The COVID-19 pandemic has an impact on psychological conditions, especially on health students who are carrying out their education. Students report poor mental health conditions while carrying out home education by learning online during the COVID-19 pandemic.

scholarly journals Bobble Head Doll Syndrome: what have we described in the scientific literature?

2021 ◽  
Author(s):  
Felipe dos Santos Souza ◽  
Alvaro Moreira Rivelli
Keyword(s):  
Systematic Review ◽  
Clinical Trials ◽  
Selection Criteria ◽  
Scientific Literature ◽  
Case Reports ◽  
Dorsomedial Nucleus ◽  
Specific Knowledge ◽  
Exclusion Criteria ◽  
The Third ◽  
Repetitive Movements

Introduction: The bobble head syndrome (BHDS) is described in the literature as a complex and rare syndrome with repetitive movements of the anteroposterior head. Furthermore, it is known that this movement disorder is due to the effect of pressure from the third dilated ventricle, which distorts the red dorsomedial nucleus and the dentatorubrotalamic pathways. Objective: to evaluate the number of studies on the syndrome and, added to the findings, describe the manifestations about the Bobble Head Doll Syndrome, elucidating the main neurological exams, treatments used and reported prognoses, in order to make it a potential diagnosis in children who present a compatible clinic. Methodology: a systematic review based on databases (SCIELO <LILACS and PUBMED), using the PRISMA method with the following descriptor: Bobble Head Doll Syndrome. The selection criteria included: studies made available in full, case reports, reviews and clinical trials. Exclusion criteria: articles not available in full, duplicates and works that only touched on the theme. Results: it was found in the scientific literature, PUBMED: 52 studies and SCIELO: 0. SCIELO: 2. Conclusions: the articles selected based on the established criteria showed a significant scientific scarcity around the Bobble Head Doll Syndrome. The dissemination of new studies and documentation of case reports is essential in understanding both the general syndrome and the specific knowledge of the procedures in which neurologists must take it. In this sense, the epidemiology is approximately between 2 and less than 5 years of age in children.

scholarly journals Difficulties in resuscitating adult skeletal injury and trauma: a systemic review

2017 ◽  
Vol 4 (10) ◽  
pp. 3206
Author(s):  
Turki Abdullah S. Al-ajmi ◽  
Abdullah Salah Al-hussain ◽  
Mohammed Fuad Al-Abdulqader
Keyword(s):  
Systematic Review ◽  
Functional Outcomes ◽  
Data Extraction ◽  
Systemic Review ◽  
Trauma Resuscitation ◽  
Exclusion Criteria ◽  
Factors Affecting ◽  
Skeletal Injury ◽  
Second Stage ◽  
Critical Aspects

Background: Trauma resuscitations are complicated, high-risk, and time-sensitive actions that need the coordination of different specialists arriving from multiple areas in the hospital. This systematic review aimed to understand the main key challenges of trauma resuscitations using a broad search in various database.Methods: A systematic review of published articles between the years 2000 and 2016 was conducted using different electronic databases such as PubMed, Medline and Embase to identify studies evaluating trauma resuscitations challenges. Different keywords were used in this study to recognize relevant articles. The titles of all articles were scanned in the first stage. Irrelevant articles were omitted and the abstracts of the rest articles were reviewed in the second stage. Finally, the full text of all articles which met the inclusion and exclusion criteria were reviewed and a data extraction sheet was made to summarize all the articles. Data were analyzed descriptively.Results: Twenty studies were reviewed including; RCT (3 studies), QRCT (5 studies), and descriptive study (12 studies). The results showed that there are four main trauma resuscitation challenges including pre-hospital challenges, error-related challenges, equipment and technical challenges, and finally general challenges.Conclusions: Trauma resuscitation is one of the most critical aspects of emergency care. It is necessary to promote resuscitation care and focus on patient outcomes in terms of mortality and more importantly, functional outcomes. Considering these main factors affecting trauma resuscitation will improve patients’ outcomes and help those who are engaged in providing services.

scholarly journals Psychological Impact of Pro-Anorexia and Pro-Eating Disorder Websites on Adolescent Females: A Systematic Review

2021 ◽  
Vol 18 (4) ◽  
pp. 2186
Author(s):  
Carmela Mento ◽  
Maria Catena Silvestri ◽  
Maria Rosaria Anna Muscatello ◽  
Amelia Rizzo ◽  
Laura Celebre ◽  
...  
Keyword(s):  
Systematic Review ◽  
Body Image ◽  
Scientific Literature ◽  
Psychological Impact ◽  
Self Esteem ◽  
Adolescent Females ◽  
Physical Aspect ◽  
Exclusion Criteria ◽  
Search Terms ◽  
Female Teenagers

(1) Background: Teenagers (in particular, females) suffering from eating disorders report being not satisfied with their physical aspect and they often perceive their body image in a wrong way; they report an excessive use of websites, defined as PRO-ANA and PRO-MIA, that promote an ideal of thinness, providing advice and suggestions about how to obtain super slim bodies. (2) Aim: The aim of this review is to explore the psychological impact of pro-ana and pro-mia websites on female teenagers. (3) Methods: We have carried out a systematic review of the literature on PubMed. The search terms that have been used are: “Pro” AND “Ana” OR “Blogging” AND “Mia”. Initially, 161 publications were identified, but in total, in compliance with inclusion and exclusion criteria, 12 studies have been analyzed. (4) Results: The recent scientific literature has identified a growing number of Pro Ana and Pro Mia blogs which play an important role in the etiology of anorexia and bulimia, above all in female teenagers. The feelings of discomfort and dissatisfaction with their physical aspect, therefore, reduce their self-esteem. (5) Conclusion: These websites encourage anorexic and bulimic behaviors, in particular in female teenagers. Attention to healthy eating guidelines and policies during adolescence, focused on correcting eating behavioral aspects, is very important to prevent severe forms of psychopathology with more vulnerability in the perception of body image, social desirability, and negative emotional feedback.

scholarly journals A systematic review on AI/ML approaches against COVID-19 outbreak

2021 ◽  
Author(s):  
Onur Dogan ◽  
Sanju Tiwari ◽  
M. A. Jabbar ◽  
Shankru Guggari
Keyword(s):  
Artificial Intelligence ◽  
Patient Outcome ◽  
Systematic Review ◽  
Outcome Prediction ◽  
Vaccine Development ◽  
Data Extraction ◽  
Exclusion Criteria ◽  
Comprehensive Review ◽  
Research Questions ◽  
Review Study

AbstractA pandemic disease, COVID-19, has caused trouble worldwide by infecting millions of people. The studies that apply artificial intelligence (AI) and machine learning (ML) methods for various purposes against the COVID-19 outbreak have increased because of their significant advantages. Although AI/ML applications provide satisfactory solutions to COVID-19 disease, these solutions can have a wide diversity. This increase in the number of AI/ML studies and diversity in solutions can confuse deciding which AI/ML technique is suitable for which COVID-19 purposes. Because there is no comprehensive review study, this study systematically analyzes and summarizes related studies. A research methodology has been proposed to conduct the systematic literature review for framing the research questions, searching criteria and relevant data extraction. Finally, 264 studies were taken into account after following inclusion and exclusion criteria. This research can be regarded as a key element for epidemic and transmission prediction, diagnosis and detection, and drug/vaccine development. Six research questions are explored with 50 AI/ML approaches in COVID-19, 8 AI/ML methods for patient outcome prediction, 14 AI/ML techniques in disease predictions, along with five AI/ML methods for risk assessment of COVID-19. It also covers AI/ML method in drug development, vaccines for COVID-19, models in COVID-19, datasets and their usage and dataset applications with AI/ML.

scholarly journals How well do international clinical guidelines on mental health and substance misuse address their coexistence? a systematic review of scope, quality and inclusivity

2021 ◽  
Author(s):  
Ray Alsuhaibani ◽  
Douglas Cary Smith ◽  
Richard Lowrie ◽  
Sumayah Aljhani ◽  
Vibhu Paudyal
Keyword(s):  
Mental Health ◽  
Systematic Review ◽  
Clinical Guidelines ◽  
Substance Misuse ◽  
Data Extraction ◽  
Cochrane Library ◽  
Concurrent Disorders ◽  
Dual Diagnoses ◽  
Guideline Quality ◽  
Social Cause

Abstract Objective: It is estimated that up to 75% of patients with severe mental illness (SMI) also have substance use disorder (SUD). The aim of this systematic review is to explore the scope, quality and inclusivity of international clinical guidelines on mental health and/or substance misuse in relation to diagnosis and treatment of such co-existing disorders and considerations for wider social and contextual factors in treatment recommendations.Method: A protocol (PROSPERO CRD42020187094) driven systematic review was conducted. A systematic search was undertaken using six databases including MEDLINE, Cochrane Library, EMBASE, PsychInfo from 2010 till June 2020; and webpages of guideline bodies and professional societies. Guideline quality was assessed based on ‘Appraisal of Guidelines for Research & Evaluation II’ (AGREE II) tool. Data was extracted using a pre-piloted structured data extraction form and synthesized narratively. Reporting was based on PRISMA guideline.Result: A total of 12,644 records were identified. Of these, 21 guidelines were included in this review. Three of the included guidelines were related to coexisting disorders, 11 related to SMI, and 7 guidelines were related to SUD. Seven (out of 18) single disorder guidelines did not adequately recommend the importance of diagnosis or treatment of concurrent disorders despite their high co-prevalence. The majority of the guidelines (n = 15) lacked recommendations for medicines optimisation in accordance with concurrent disorders (SMI or SUD) such as in the context of drug interactions. Social cause and consequence of dual diagnoses such as homelessness and safeguarding and associated referral pathways were sparsely mentioned.Conclusion: Despite very high co-prevalence, clinical guidelines for SUD or SMI tend to have limited considerations for coexisting disorders in diagnosis, treatment and management. There is a need to improve the scope, quality and inclusivity of guidelines to offer person-centred and integrated care.

scholarly journals Feelings of Entrapment during the COVID-19 Pandemic Based on ACE Star Model: A Concept Analysis

Healthcare ◽  
2021 ◽  
Vol 9 (10) ◽  
pp. 1305
Author(s):  
Hyun-Jung Lee ◽  
Bom-Mi Park
Keyword(s):  
Mental Health ◽  
Systematic Review ◽  
Well Being ◽  
Concept Analysis ◽  
Counseling Services ◽  
Star Model ◽  
Exclusion Criteria ◽  
Conceptual Definition ◽  
Uncertain Future ◽  
Health And Well Being

This study aimed to analyze the concept of the “feelings of entrapment” during the COVID-19 (coronavirus disease 2019) pandemic using a systematic review. We included literature based on content and outcomes related to feelings of entrapment, such as antecedents, attributes, and consequences. The exclusion criteria were studies that did not have inappropriate subject, content, conceptual definition, and degree thesis was excluded. Walker and Avant’s process of concept analysis was used in this systematic literature review. The attributes of the concept of feelings of entrapment during the COVID-19 pandemic were found to be feelings of: (1) being out of control, (2) no escape, (3) being trapped, (4) being robbed, and (5) hopelessness. The causes for these were identified as (1) the COVID-19 pandemic, (2) lockdown system, (3) restricted situation, (4) uncertain future, (5) economic hardship, and (6) poor coping abilities. Consequences of the concept were: (1) increased suicide, (2) decreased mental health, and (3) decreased well-being. In situations such as COVID-19, it is important need to know what feelings of entrapment’s antecedents and attributes are to prevent suicide and enhance mental health and well-being. Based on the results of this study, counseling services, policies, and systems for relieving feelings of entrapment in the COVID-19 situation are recommended.

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