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Articles 331 - 360 of 508

Full-Text Articles in Psychiatric and Mental Health

Polybrominated Diphenyl Ether (Pbde) And Poly- And Perfluoroalkyl Substance (Pfas) Exposures During Pregnancy And Maternal Depression, Ann M. Vuong, Kimberly Yolton, Joseph M. Braun, Andreas Sjodin, Antonia M. Calafat, Yingying Xu, Kim N. Dietrich, Bruce P. Lanphear, Aimin Chen Apr 2020

Polybrominated Diphenyl Ether (Pbde) And Poly- And Perfluoroalkyl Substance (Pfas) Exposures During Pregnancy And Maternal Depression, Ann M. Vuong, Kimberly Yolton, Joseph M. Braun, Andreas Sjodin, Antonia M. Calafat, Yingying Xu, Kim N. Dietrich, Bruce P. Lanphear, Aimin Chen

Environmental & Global Health Faculty Research

Background: Experimental studies in rodents suggest that polybrominated diphenyl ethers (PBDEs) and poly- and perfluoroalkyl substances (PFAS) may contribute to depressive symptoms. Few studies have examined the impact of these chemicals on depression in adults. Objective: To examine the associations between serum PBDE and PFAS concentrations during pregnancy and repeated measures of depressive symptoms in women assessed from pregnancy to 8 years postpartum. Methods: This study was based on 377 women from the Health Outcomes and Measures of the Environment Study, a birth cohort in Cincinnati, OH (USA). PBDEs (BDE-28, -47, -99, -100, -153, and ∑PBDEs) and PFAS (perfluorooctanoate [PFOA], …


Mhpaea & Marble Cake: Parity & The Forgotten Frame Of Federalism, Taleed El-Sabawi Apr 2020

Mhpaea & Marble Cake: Parity & The Forgotten Frame Of Federalism, Taleed El-Sabawi

Dickinson Law Review (2017-Present)

No abstract provided.


The Role Of Financial Insecurity And Expectations On Perspectives Of Mental Health Services Among Refugees, Jacqueline M. Siven Feb 2020

The Role Of Financial Insecurity And Expectations On Perspectives Of Mental Health Services Among Refugees, Jacqueline M. Siven

USF Tampa Graduate Theses and Dissertations

This dissertation examines how perspectives of mental health among refugees are situated within the realities of the refugee resettlement system, a population for which information on this issue is quite limited. Through in-depth interviews and participant observation with Congolese refugees and non-Congolese refugee-serving professionals in a major Florida city, this dissertation examines how perceptions of mental health and mental health services among refugees were affected by financial insecurity and disparities in expectations. Local Congolese refugees expected the American Dream; they believed that once they arrived they would find prosperity through hard work. Instead they experienced frustration and distress because the …


A Longitudinal, Randomized And Controlled Study Of App-Delivered Mindfulness In The Workplace, Jennifer S. Mascaro, Kathryn Wehrmeyer, Veronica Mahathre, Alana Darcher Feb 2020

A Longitudinal, Randomized And Controlled Study Of App-Delivered Mindfulness In The Workplace, Jennifer S. Mascaro, Kathryn Wehrmeyer, Veronica Mahathre, Alana Darcher

Journal of Wellness

Introduction: Workplace mindfulness meditation programs are of great interest for improving employee well-being and job performance, fueled in part by the apparent effectiveness of mindfulness meditation as well as by the recent proliferation of mobile mindfulness applications (apps) that can be incorporated into a workplace setting. It is critical to examine the facilitators and barriers to engaging with app-delivered mindfulness in the workplace to understand how biological, psychological, and socio-demographic variables impact practice time.

Methods: Using a longitudinal and randomized controlled design, we explored facilitators of and barriers to practicing app-delivered mindfulness in the workplace among predominately non-white call center …


Books: The Original And Final Refuge For Mental Wellness, Kyle Christopher Miller Jan 2020

Books: The Original And Final Refuge For Mental Wellness, Kyle Christopher Miller

Journal of Wellness

An appreciation for literature and how reading fights to stay relevant in the fast moving era of technology.


Analysis Of Personality, Suicide, And Self‐Injury In Emerging Adulthood, Amanda C. La Guardia, Robert J. Cramer, Claire N. Bryson, Kelly Emelianchik-Key Jan 2020

Analysis Of Personality, Suicide, And Self‐Injury In Emerging Adulthood, Amanda C. La Guardia, Robert J. Cramer, Claire N. Bryson, Kelly Emelianchik-Key

Community & Environmental Health Faculty Publications

Nonsuicidal self‐injury (NSSI) is a maladaptive coping strategy that is of significant clinical concern for behavioral health professionals in college settings. Relationships between NSSI, acquired capability for suicide, interpersonal cognitions, and five‐factor model personality traits were assessed in a survey‐based study that included 192 young adults in a college setting. Results indicated that those with an affirmative suicide attempt history, greater acquired capability for suicide, and elevated neuroticism had an increased likelihood of lifetime NSSI.


Staff Instruction On Patient Health Questionnaire And Collaborative Care Model In Primary Care, Jennifer Carton Jan 2020

Staff Instruction On Patient Health Questionnaire And Collaborative Care Model In Primary Care, Jennifer Carton

Walden Dissertations and Doctoral Studies

The DNP project examined the effectiveness of the Patient Health Questionnaire-9 (PHQ-9) and the Collaborative Care Model (CCM) as a practice protocol for patients suffering from depression in primary care to address the problem of a shortage in mental health specialists. Research reveals an increase in Americans suffering from depression. Many primary care clinics do not have a practice protocol in place to screen and manage depression. The project's purpose was to develop a lesson plan to instruct staff on the PHQ-9 and CCM to implement into their practice. The project questions were if the lesson plan developed by the …


Depression And Awareness Of Mental Health Resources Among Minority And Non-Minority College Students, Henry David Browne Jan 2020

Depression And Awareness Of Mental Health Resources Among Minority And Non-Minority College Students, Henry David Browne

Walden Dissertations and Doctoral Studies

Minority college students experience higher levels of psychological stress and depression, and lower utilization of mental health resources (MHR) compared to the general student population. The purpose of this quantitative study was to examine the association between self-reported depressive symptoms and awareness of mental health services among college undergraduate minority and non-minority students, controlling for sex, interest in MHR information, and history of mental illness. The self-determination theory guided the study. The study utilized a cross-sectional research design using secondary survey data from the National College Health Assessment (NCHA). The NCHA dataset included 354,262 respondents from 52 self-selected U.S. colleges …


The Relationship Between Mental Illness And Mass Shooting, Priscilla Ngozi Chukwueke Jan 2020

The Relationship Between Mental Illness And Mass Shooting, Priscilla Ngozi Chukwueke

Walden Dissertations and Doctoral Studies

AbstractWhenever a mass shooting occurs, it impacts the immediate families of the perpetrator, victims, and the whole nation: emotionally and financially. The research on the association between mental illness (MI) and mass shooting fatalities is limited. The purpose of this quantitative, cross-sectional study was to explore the association between MI and mass shooting using the archival data of the Stanford University database of mass shootings in America from 2000 to 2016. The theoretical framework was based on Bronfenbrenner’s social-ecological theory and the cognitive-behavioral theory to explain socio-environmental factors that impact human growth and development. The results showed that the proportion …


Coaching Women On The Impact Of Alcohol Intake On Mental Well-Being: A Systematic Literature Review, Amy Maloney Jan 2020

Coaching Women On The Impact Of Alcohol Intake On Mental Well-Being: A Systematic Literature Review, Amy Maloney

All Graduate Theses, Dissertations, and Other Capstone Projects

Alcohol intake among women has increased in recent years. Women’s bodies metabolize alcohol differently when compared to men and are at increased risk for adverse effects, both physically and mentally. The purpose of this systematic literature review is to explore the evidence related to the impact of coaching in primary care on drinking behaviors and over-all well-being of women. Four databases including PsycInfo, Academic Search Premier, CINAHL Plus with full text, and Gender Studies Database were searched using a variety of key words. Studies were included if they focused on female alcohol use and abuse, interventions specific to female alcohol …


Association Between Pm2.5 Concentrations And Hospitalization Cases For Schizophrenia And Mood Disorders In Ho Chi Minh City, Vietnam From 2019 To 2020, Do Thi Hoai Thuong Jan 2020

Association Between Pm2.5 Concentrations And Hospitalization Cases For Schizophrenia And Mood Disorders In Ho Chi Minh City, Vietnam From 2019 To 2020, Do Thi Hoai Thuong

Chulalongkorn University Theses and Dissertations (Chula ETD)

The evidence for adverse effects of ambient particulate matter pollution on mental and behavioral disorders (MBDs) is limited. Until now, few epidemiological studies have focused on this field, especially in developing countries. With the changes in concentrations and sources of air pollution over the past decade in Vietnam lead to high levels of air pollutants, especially particulate matters including PM2.5. Therefore, it is worthwhile to investigate the acute effects of outdoor air pollution on MBDs. However, no Vietnamese study has looked into the short-term effect of PM2.5 on hospitalization for MBDs. To examine the association between PM2.5 and the cases …


Breaking The Chain: Evaluating The Links Between Opioid Use Disorder, Overdose, And Suicide, Amanda Nicole Stover Mph Jan 2020

Breaking The Chain: Evaluating The Links Between Opioid Use Disorder, Overdose, And Suicide, Amanda Nicole Stover Mph

Graduate Theses, Dissertations, and Problem Reports (ETD)

Previous research has estimated that 20–30% of individuals with opioid use disorder (OUD) have a history of both suicide attempt and unintentional opioid overdose. In 2018, more than 1.9 million adults 18 years and older had an OUD; while 1.4 million adults attempted suicide that same year (SAMHSA, 2019). The key to understanding this relationship is examining behaviors that precede these potentially fatal behaviors. One such precursory behavior is self-injury. Self-injurious behaviors (SIB) are one of the most important risk factors for future suicide (Cavanagh et al.,2003). This study has three primary objectives. The first is to conduct a systematic …


The Correlation Between Maternal Postpartum Depression And Child Psychopathology, T'Keyah I. Vaughan Jan 2020

The Correlation Between Maternal Postpartum Depression And Child Psychopathology, T'Keyah I. Vaughan

Theses and Dissertations

Background: Postpartum depression (PPD) is a phenomenon that affects nearly 10-15% of pregnancies in the US. It is characterized by depressed mood or anhedonia and lasting for more than 2 weeks. PPD changes how moms interact with family members and child-rearing behavior. Depression is a phenomenon that is also known to affect the psychopathology of children. However, the specifics of how postpartum depression impacts children remains controversial. Many studies do not control for major depressive disorder which makes it difficult to disentangle the impact depression has within the first year of life. Furthermore, other PPD risk factors may be confounding …


Epidemiology Of Marijuana Use And Mental Health In The Context Of Changing Policies, David G. Harvey Ii Jan 2020

Epidemiology Of Marijuana Use And Mental Health In The Context Of Changing Policies, David G. Harvey Ii

Walden Dissertations and Doctoral Studies

There is a growing body of evidence supporting the association between cannabis use and the development of mental health disorders, but few studies have addressed this association following the recent increase in marijuana legalization laws. Therefore, using the social ecological model and the self-medication theory of addiction as theoretical frameworks, the purpose of this retrospective database study was to assess the relationship between marijuana use and major depression and suicidal ideation in both adults and adolescents in 2008 and 2017. Data from the National Survey on Drug Use and Health were analyzed using logistic regression at the p < .05 threshold for statistical significance. Results demonstrated positive, statistically significant relationships between marijuana use and both major depression and suicidal ideation for both adults and adolescents in both 2008 and 2017. Further, the strengths of these relationships generally increased between 2008 and 2017, coincident with the increase in marijuana legalization laws. These findings provide empirical support to the association between cannabis use and the development of mental health disorders, and that the strength of these associations is increasing following the increase in marijuana legalization laws. This study has important implication for positive social change by identifying significant relationships between cannabis use and the development of mental health disorders and revealing that these relationships are strengthening over time, coincident with the increase in marijuana legalization laws.


Treatment Interventions For Tobacco Cessation At An Inpatient Mental Health Facility, Stephanie Marie Stansell Jan 2020

Treatment Interventions For Tobacco Cessation At An Inpatient Mental Health Facility, Stephanie Marie Stansell

Walden Dissertations and Doctoral Studies

Tobacco use is the leading cause of preventable death and disease in the United States. According to the Centers for Disease Control and Prevention, 36.5% of adults with any mental illness use tobacco compared to 25.3% of adults without a mental illness; however, there are limited data to determine the best approaches for tobacco cessation among the mentally ill. The purpose of this quantitative, quasi-experimental study was to investigate the differences among 1-on-1 counseling versus group counseling in tobacco cessation rates among psychiatric patients aged 18 years old and older who were identified as a tobacco user upon admission to …


Barriers To Mental Health Services Related To Stigma In Northern California, Kandalena Ary Jan 2020

Barriers To Mental Health Services Related To Stigma In Northern California, Kandalena Ary

Walden Dissertations and Doctoral Studies

California Senate Bill 1041 recognized mental health as a contributing barrier for individuals struggling to achieve independence from aid through the California Work Opportunity and Responsibility to Kids (CalWORKs) program to meet the needs of the state's low-income families while reducing barriers to self-sufficiency. As mental health illnesses continue to increase, the engagement and utilization of services have not increased. The purpose of this study was to explore county policy infrastructure addresses making mental health services known, accessible, and increase participation to decrease barriers in utilization of available resources. The research questions were used to examine the effectiveness of processes …


Hear Me Roar, Abigail R. Seethoff Jan 2020

Hear Me Roar, Abigail R. Seethoff

Graduate Student Theses, Dissertations, & Professional Papers

Hear Me Roar, a compilation of personal essays interspersed with short forms, grapples with the nuances of compliance versus autonomy in the context of the male gaze, beauty standards, and pop culture. The collection also explores what it means to treasure something—another person, an object—and how to express and deepen that affection.


The Relationship Between Social Media Engagement And Psychological Well-Being In College Students At The University Of New Hampshire, Emily G. D'Antonio Jan 2020

The Relationship Between Social Media Engagement And Psychological Well-Being In College Students At The University Of New Hampshire, Emily G. D'Antonio

Honors Theses and Capstones

Social media use has increased substantially in recent years, and for the college-aged population, social media is often the leading method of communication. Research indicates this reliance on digital connection could have a negative impact on the health of young adults (Bagroy et al., 2017). The college years are a time of personal growth and defining actions, yet can also be burdened by mental health issues related to stress, anxiety, and depression (Hunt & Eisenberg, 2010). Acknowledging these trends, the current study explores how college students’ specific frequency and intentionality while interacting on social media relates to their psychological well-being. …


Flowers Or Flora?: Understanding The Effects Of Probiotics On Depression, Nicole Collopy Dec 2019

Flowers Or Flora?: Understanding The Effects Of Probiotics On Depression, Nicole Collopy

Senior Theses

The human gut is populated with hundreds of types of bacteria and fungi. In North America, both intestinal and mood disorders are prevalent, presenting health problems that challenge health care professionals and patients alike. A scholarly literature review was conducted to explore this important relationship.

The investigation of the literature revealed that there is an association between gut health disorders and mood disorders, mainly anxiety and depression. This is due to bi-directionality between the brain-gut pathways, meaning that gastrointestinal health may have an effect on mental health and vice versa.

This connection between gut and mood can have substantial implications …


Improving Access To Mental Health Care With Nurse Practitioners, Jessica Whelan Nov 2019

Improving Access To Mental Health Care With Nurse Practitioners, Jessica Whelan

Dissertations

Problem: Over 40% of those with mental illness are untreated since the supply of psychiatrists does not meet the demand. The psychiatric mental health nurse practitioner (PMHNP) may be an adjunct in providing those services. The purpose of this quality assurance study was to evaluate outcomes of care between a PMHNP and a psychiatrist (medical doctor [MD]).

Methods: An observational, descriptive design with a retrospective medical record review of adult patients over a six-month period in a suburban, Midwestern, privately owned psychiatric practice.

Results: A total of 787 individual patients encountered at least one visit (N=787) although 3,679 …


Enhancing Emergency Care Environments: Supporting Suicidal Distress And Self-Harm Presentations Through Environmental Safeguards And The Built Environment, Stephanie Liddicoat Nov 2019

Enhancing Emergency Care Environments: Supporting Suicidal Distress And Self-Harm Presentations Through Environmental Safeguards And The Built Environment, Stephanie Liddicoat

Patient Experience Journal

Self-harming and suicidal distress are prevalent, worldwide healthcare issues. Existing literature explains that both self-harm and suicidal presentations at Emergency Departments are increasingly occurring, correlating to high costs in healthcare service delivery. This scoping review aimed to (1) identify the current body of literature which examined the relationship between design practice and service user experiences within Emergency Departments for self-harm and suicidal distress presentations, and (2) identify the ways in which the built environment could increase the efficacy of therapeutic efforts through improving service user outcomes and experiences. This scoping review established that there was a paucity of research at …


Preliminary Evaluation Of An Approach To Rehabilitation Aimed At Promoting Return-To-Work In Individuals With Co-Morbid Musculoskeletal Pain And Depression, Michael J. L. Sullivan, Timothy Wideman, Aliki Thomas Oct 2019

Preliminary Evaluation Of An Approach To Rehabilitation Aimed At Promoting Return-To-Work In Individuals With Co-Morbid Musculoskeletal Pain And Depression, Michael J. L. Sullivan, Timothy Wideman, Aliki Thomas

Rapports de recherche scientifique

Nombre de personnes ayant subi une blessure au travail présentent des symptômes de douleur et de dépression. La combinaison de symptômes de douleur et de dépression peut avoir un effet négatif sur le rétablissement de l’individu. La présence de symptômes de dépression peut nuire à la capacité d’accomplir de nombreuses activités importantes de la vie quotidienne, inclusion faite des activités professionnelles. Des études ont démontré que les travailleurs blessés qui présentent des symptômes de dépression demeurent absents du travail deux fois plus longtemps que les travailleurs blessés non dépressifs. Les interventions utilisées pour traiter la douleur et l’incapacité fonctionnelle chez …


Determination Of Cannabinoids, Cathinones, And Synthetic Fentanyls Using Wastewater-Based Epidemiology, Catherine O'Rourke, Bikram Subedi Oct 2019

Determination Of Cannabinoids, Cathinones, And Synthetic Fentanyls Using Wastewater-Based Epidemiology, Catherine O'Rourke, Bikram Subedi

Posters-at-the-Capitol

Unregulated new psychoactive substances (NPS) in “pure” or “preparation” forms are designed to mimic the effects of controlled substances, and are introduced and reintroduced in the market as a cheap substitute for established regulated drugs in quick succession to loophole the law enforcement efforts on combating drugs. For example, carfentanil, a synthetic opioid activates the opioid receptors similar to morphine but it is astoundingly potent compared to a typical drug of abuse (100 times more potent than fentanyl and 10,000 times more powerful than morphine). Based on the cost- and time-intensive forensic analysis, National Drug Early Warning System reported the …


Wellness Review 2019, Part 1, Martin Huecker, Brian A. Ferguson Oct 2019

Wellness Review 2019, Part 1, Martin Huecker, Brian A. Ferguson

Journal of Wellness

Welcome to the first Journal of Wellness review of recent literature. Wellness leaders are aware that a literature search yields thousands of articles on burnout, less on wellness, and no consistent, reliable source of publication. This validates the mission of JWellness, to collect editorials and research in one location, free for all to read and publish, allowing dissemination to all healthcare professionals.


“Para Nunca Más Vivirlo, Nunca Más Negarlo”: El Legado De Violencia Sexual Durante La Dictadura, Isabel De La Torre Oct 2019

“Para Nunca Más Vivirlo, Nunca Más Negarlo”: El Legado De Violencia Sexual Durante La Dictadura, Isabel De La Torre

Independent Study Project (ISP) Collection

Research Question: What are the mental health effects of sexual political violence against women during the dictatorship and during the current socio-political movement?

Objectives: The general objective of this study is to identify how sexual political violence has been used in Chile against women and to analyze its consequences on the mental health of survivors. More specifically, this study attempts to investigate the mechanisms sexual political torture during the dictatorship and now, visibilize the unique damages to mental health caused by this type of violence, and analyze the dictatorial legacy in regards to sexual violence and the current socio-political climate. …


La Incorporación De La Dimensión Intercultural Para Pacientes Quechuas En El Centro Comunitario De Salud Mental De Calca, Caroline Parker Oct 2019

La Incorporación De La Dimensión Intercultural Para Pacientes Quechuas En El Centro Comunitario De Salud Mental De Calca, Caroline Parker

Independent Study Project (ISP) Collection

Trastornos mentales afectan a una de cada cinco personas del Perú. Sin embargo, entre las personas que indican una necesidad de atención de salud mental, 69%-85% no buscan servicios. Este problema se amplifica en zonas rurales y comunidades indígenas a lo largo del país. Debido a la falta de servicios en estas regiones, y a la ausencia de investigaciones acerca de la salud mental en comunidades indígenas, investigué los servicios para la salud mental en Calca, una provincia en el sur del Perú con una población substantiva de personas indígenas. Mi pregunta principal es: ¿de qué manera el Centro Comunitario …


Does Ethnic Identity, In-Group Preference, And Acculturation Protect Latinas With A History Of Interpersonal Trauma From Developing Symptoms Of Ptsd?, Evelyn M. Ramirez Sep 2019

Does Ethnic Identity, In-Group Preference, And Acculturation Protect Latinas With A History Of Interpersonal Trauma From Developing Symptoms Of Ptsd?, Evelyn M. Ramirez

Dissertations, Theses, and Capstone Projects

Previous research suggests ethnic identity, a sense of belonging to a particular cultural group, may be protective against symptoms of post-traumatic stress disorder (PTSD). However, the role of ethnic identity, in-group preference (i.e., an individual’s preference for interactions with members of their own ethnic group) and acculturation (i.e., the level of comfort with the mainstream culture) have not been investigated as protective factors for Latinas with a history of interpersonal and sexual trauma. In this study, ethnic identity, in-group preference and acculturation were assessed via self-report on the Scale of Ethnic Experience in two samples of undergraduate Latina and non-Latina …


Patterns Of Treatment For Psychiatric Disorders Among Children And Adolesecents In Mississippi Medicaid, John Young, Sujith Ramachandran, Andrew J. Freeman, John P. Bentley, Benjamin F. Banahan Aug 2019

Patterns Of Treatment For Psychiatric Disorders Among Children And Adolesecents In Mississippi Medicaid, John Young, Sujith Ramachandran, Andrew J. Freeman, John P. Bentley, Benjamin F. Banahan

Psychology Faculty Research

The nature of services for psychiatric disorders in public health systems has been understudied, particularly with regard to frequency, duration, and costs. The current study examines patterns of service reception and costs among Medicaid-covered youth newly diagnosed with anxiety, depression, or behavioral disturbance in a large data set of provider billing claims submitted between 2015–2016. Eligibility criteria included: 1) identification of an initial diagnosis of a single anxiety, unipolar mood, or specific behavioral disorder; 2) continuous Medicaid eligibility over the duration of the time period studied; and 3) under 18 years of age on the date of initial psychiatric diagnosis. …


Comorbidity Profile Of Head And Neck Cancer Patients With And Without Depression, Michaela Frenzel Aug 2019

Comorbidity Profile Of Head And Neck Cancer Patients With And Without Depression, Michaela Frenzel

Capstone Experience: Master of Public Health

This population-based retrospective study used SEER-Medicare data from 2002-2010 to assess depression, comorbidity, and substance use in the elderly head and neck cancer population. Out of 3,533 head and neck cancer patients, 10.6% had depression diagnoses two years prior to cancer diagnosis, 8.9% were newly diagnosed with depression within one year after cancer diagnosis, and 44.5% of those with preexisting depression had an additional depression diagnosis within one year following cancer diagnosis. Comorbid conditions (p<0.0001) and substance use (p=0.0017) showed associations with depression prior to cancer diagnosis yet, no significant associations with incidence of depression in this head and neck cancer population. This study affirms the need for continual depression screenings in head and neck cancer patients and suggests the need for increased research into the burden of comorbid conditions and substance use within the head and neck cancer population.


Identifying Depression In The National Health And Nutrition Examination Survey Data Using A Deep Learning Algorithm, Jihoon Oh, Kyongsik Yun, Uri Maoz, Tae-Suk Kim, Jeong-Ho Chae Jul 2019

Identifying Depression In The National Health And Nutrition Examination Survey Data Using A Deep Learning Algorithm, Jihoon Oh, Kyongsik Yun, Uri Maoz, Tae-Suk Kim, Jeong-Ho Chae

Psychology Faculty Articles and Research

Background

As depression is the leading cause of disability worldwide, large-scale surveys have been conducted to establish the occurrence and risk factors of depression. However, accurately estimating epidemiological factors leading up to depression has remained challenging. Deep-learning algorithms can be applied to assess the factors leading up to prevalence and clinical manifestations of depression.

Methods

Customized deep-neural-network and machine-learning classifiers were assessed using survey data from 19,725 participants from the NHANES database (from 1999 through 2014) and 4949 from the South Korea NHANES (K-NHANES) database in 2014.

Results

A deep-learning algorithm showed area under the receiver operating characteristic curve (AUCs) …