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Articles 2101 - 2130 of 3208
Full-Text Articles in Entire DC Network
Depression And Breast Cancer; Postoperative Short-Term Implications, Razvan V. Scaunasu, Ștefan Voiculescu, Bogdan Popescu, Roxana Popa, Denisa Bălălău, Laura Răducu, Cristina N. Cozma, Cristian R. Jecan
Depression And Breast Cancer; Postoperative Short-Term Implications, Razvan V. Scaunasu, Ștefan Voiculescu, Bogdan Popescu, Roxana Popa, Denisa Bălălău, Laura Răducu, Cristina N. Cozma, Cristian R. Jecan
Journal of Mind and Medical Sciences
Introduction. Pre and postoperative psychological status is an important aspect in patients diagnosed with breast cancer, having a great impact on their quality of life. Considering the high incidence, mortality rate, and the added effect on self-image, breast cancer is considered a major stressor for women worldwide, almost 50% of these experiencing psychological distress. Methods. Our study retrospectively analysed the relationship between preoperative diagnosed depression and the number of medical care days, on patients diagnosed with breast cancer and admitted for surgical treatment in Colțea Clinical Hospital between 2017 and 2018. Results. We had 62 patients scheduled for breast cancer …
Examining Anxiety And Achievement Goal Theory In Physical Activity Settings, Timothy Michael Dasinger
Examining Anxiety And Achievement Goal Theory In Physical Activity Settings, Timothy Michael Dasinger
LSU Doctoral Dissertations
In the United States (US), a majority of adults do not meet the recommended guides of physical activity despite the many benefits. One benefit of activity is the reduction of anxiety. Although there is robust evidence demonstrating the anxiolytic effects of physical activity, the mechanism is not fully understood. Some psychological explanations are related to a lack of confidence in one’s ability. Because of this, Achievement Goal Theory (AGT) may be a viable framework to explain the anxiolytic effects of physical activity. The focus of this dissertation is to examine the efficacy of AGT as a mechanism and to explore …
Obtaining Patient Information And Anxiety In Novice Nursing Students During The First Clinical Rotation, Akiko Kobayashi
Obtaining Patient Information And Anxiety In Novice Nursing Students During The First Clinical Rotation, Akiko Kobayashi
Nursing Education Research Conference (NERC)
BSN students' anxiety levels during the first clinical rotation and the students' ability to obtain previous shift's patients' data were investigated and the resources of the patients' data students used were studied in order to better assist students to provide safe and appropriate care for patients during the first rotation.
Investigating The Effects Of Adult Insecure Attachment On Interpersonal Attraction, Fiona B. Kurtz Ms.
Investigating The Effects Of Adult Insecure Attachment On Interpersonal Attraction, Fiona B. Kurtz Ms.
Clinical Psychology Dissertations
The present study examined the relationship between variables of insecure attachment and feelings of initial attraction between young adults. Previous research has consistently supported the positive link between anxious attachment and hyperactivation of the attachment system in adults, resulting in preoccupied proximity seeking evaluations and behaviors. As such, emerging findings suggest that anxious attachment contributes to elevated levels of interpersonal attraction upon initial meetings with others, particularly those who may serve as future romantic partners. Despite a growing body of literature, little is known or understood about the impact of avoidant attachment in shaping early views of others, or how …
Music Education For Mental Health: Creating A Participatory Music After School Program, Nicole A. Shively
Music Education For Mental Health: Creating A Participatory Music After School Program, Nicole A. Shively
Honors Program: Senior Projects (Public)
This thesis project, titled “Music Education for Mental Health: Creating a Participatory Music After School Program,” consists of a research paper and curriculum guide for the creation of a nonprofit after school program that will use music education to help youth with depression and anxiety. This program provides participatory music experiences to students in a supportive, cathartic environment. The paper details the research behind the psychological benefits of music, the activities that would be done with the students, and why there is a need for this program in current society. The curriculum guide consists of the addressed national music education …
Foreign Language Anxiety, Sexuality, And Gender: Lived Experiences Of Four Lgbtq+ Students, James Donald Mitchell
Foreign Language Anxiety, Sexuality, And Gender: Lived Experiences Of Four Lgbtq+ Students, James Donald Mitchell
Dissertations and Theses
The relationship between foreign language anxiety and gender identity has been largely a quantitative endeavor that has shown contradictory results. Furthermore, sexual identity has not been researched in foreign language anxiety literature. A qualitative account of LGBTQ+ language learners with different gender identities has been absent from the literature. Therefore, the purpose of this study was to explore the relationship between foreign language anxiety and sexual and gender identity. To gain insight into this relationship, this qualitative study investigated the lived experiences of four LGBTQ+ foreign language university students who represented three gender identities. Data were collected through multiple, in-depth …
Preliminary Long-Term Health Outcomes Associated With Recreation-Based Health And Wellness Programs For Injured Service Members, Jasmine Townsend, Brent L. Hawkins, Jessie L. Bennett, Jamie Hoffman, Tamar Martin, Elaine Sotherden, William Bridges
Preliminary Long-Term Health Outcomes Associated With Recreation-Based Health And Wellness Programs For Injured Service Members, Jasmine Townsend, Brent L. Hawkins, Jessie L. Bennett, Jamie Hoffman, Tamar Martin, Elaine Sotherden, William Bridges
Faculty Publications
Recreation-based health and wellness programs for military service members are currently a topic of significant interest in the recreation and health industries. This study examined the health outcomes associated with participation in Project Sanctuary, a week-long recreation-based health and wellness family retreat for injured military service members. Linear mixed modeling was used to examine changes in health outcomes over four time points, and considered multiple covariates. One-hundred twenty-seven service members participated. Statistically significant reductions in total scores for Post-Traumatic Stress Disorder Checklist (PCL) measures were found, as well as notable improvements in Depression, Anxiety, and Atress Scale (DASS) and mental …
Intimate Partner Violence, Anxiety Diagnosis, And Binge Drinking Behavior Among College Students, David Kays
Intimate Partner Violence, Anxiety Diagnosis, And Binge Drinking Behavior Among College Students, David Kays
Doctor of Psychology (PsyD)
Drinking behavior is common among students at colleges and universities, and binge drinking is particularly problematic due to its association with a variety of unwanted, negative experiences including anxiety (Thomas, Randall, Book, & Randall, 2008), unwanted intimate encounters (Lefkowitz, Waterman, Morgan, & Maggs, 2016) and intimate partner violence (IPV) (Rizo, 2015). The present study sought to determine if there were significant differences in college student drinking based on their experience of IPV, anxiety and its treatment. Archival data from the National College Health Assessment was used in this study. A randomly selected sample of 800 college students was analyzed. Results …
Law Library Blog (March 2018): Legal Beagle's Blog Archive, Roger Williams University School Of Law
Law Library Blog (March 2018): Legal Beagle's Blog Archive, Roger Williams University School Of Law
Law Library Newsletters/Blog
No abstract provided.
Sexting And Mental Health: A School-Based Longitudinal Study Among Youth In Texas, Pooja Chaudhary, Melissa Peskin, Jeff R. Temple, Robert C. Addy, Elizabeth Baumler, Ross Shegog
Sexting And Mental Health: A School-Based Longitudinal Study Among Youth In Texas, Pooja Chaudhary, Melissa Peskin, Jeff R. Temple, Robert C. Addy, Elizabeth Baumler, Ross Shegog
Journal of Applied Research on Children: Informing Policy for Children at Risk
Background: Sexting has emerged as a common socio-cultural problem in our society today. Few studies have estimated the prevalence of sexting among younger middle school youth and even fewer have assessed the relationship between sexting and mental health outcomes like anxiety and depression symptoms among middle school youth.
Objectives: To estimate the prevalence of sexting among sixth and seventh-grade middle school students in a large urban school district in Southeast Texas and to assess its relationship with mental health outcomes (both anxiety and depression) among these youth.
Methods: A retrospective analysis of an existing three-year randomized, two-arm, nested longitudinal study …
Prevention Of Post Intensive Care Syndrome-Family With Sensation Awareness Focused Training Intervention: A Randomized Controlled Trial Pilot Study, Paula L. Cairns
Prevention Of Post Intensive Care Syndrome-Family With Sensation Awareness Focused Training Intervention: A Randomized Controlled Trial Pilot Study, Paula L. Cairns
USF Tampa Graduate Theses and Dissertations
Post Intensive Care Syndrome-Family (PICS-F) refers to acute and chronic psychological effects of critical illness on family members of patients in intensive care units (ICU). Evidence about the increase and persistence of PICS-F warrants the need for prevention interventions. This study evaluated the feasibility of providing Sensation Awareness Focused Training (SĀF-T) during the ICU stay for spouses of mechanically ventilated patients. Methods: A randomized controlled trial of SĀF-T versus a control group was conducted (n=10) to assess safety, acceptability, feasibility, and effect size of the intervention on PICS-F symptoms. Symptoms assessed as outcome measures included stress, anxiety, depression, posttraumatic stress …
The Effect Of A Bible Based Manualized Protocol Targeting Attachment To God In Anxiety And Stress, Sung Kim
The Effect Of A Bible Based Manualized Protocol Targeting Attachment To God In Anxiety And Stress, Sung Kim
Doctoral Dissertations and Projects
This study examined the effectiveness of the Bible-Based Stress Reduction Protocol-Attachment to God (BSRP-AG) in enhancing participants’ attachment to God and quality of life, decreasing perceived depression, anxiety, stress, and increasing overall spiritual well-being, using a randomized pretest and posttest design with waiting list control group among Hispanic population. The theory of stress, and attachment theory were discussed. At the same time, the relationship between stress, attachment, attachment to God and quality of life were considered as well. Lastly, the efficacy of Christian spiritual disciplines to improve attachment to God was argued. Thirty-four Hispanic individuals from Virginia participated in this …
Psychological Interventions For Coronary Heart Disease: Cochrane Systematic Review And Meta-Analysis., Suzanne H. Richards, Lindsey Anderson, Caroline E. Jenkinson, Ben Whalley, Karen Rees, Philippa Davies, Paul Bennett, Zulian Liu, Robert West, David R. Thompson, Rod S. Taylor
Psychological Interventions For Coronary Heart Disease: Cochrane Systematic Review And Meta-Analysis., Suzanne H. Richards, Lindsey Anderson, Caroline E. Jenkinson, Ben Whalley, Karen Rees, Philippa Davies, Paul Bennett, Zulian Liu, Robert West, David R. Thompson, Rod S. Taylor
School of Psychology
Background Although psychological interventions are recommended for the management of coronary heart disease (CHD), there remains considerable uncertainty regarding their effectiveness. Design Systematic review and meta-analysis of randomised controlled trials (RCTs) of psychological interventions for CHD. Methods The Cochrane Central Register of Controlled Trials, MEDLINE, EMBASE, CINAHL and PsycINFO were searched to April 2016. Retrieved papers, systematic reviews and trial registries were hand-searched. We included RCTs with at least 6 months of follow-up, comparing the direct effects of psychological interventions to usual care for patients following myocardial infarction or revascularisation or with a diagnosis of angina pectoris or CHD defined …
Disordered: Conversations About Mental Health And Society, Rachel Brown
Disordered: Conversations About Mental Health And Society, Rachel Brown
Theses and Dissertations
Disordered is a collaborative, participatory street art project designed to destigmatize mental health challenges like depression and anxiety, and reframe health as a societal issue. Through social practice and guerrilla strategies, Disordered intervenes in public spaces, creating conversations, stickers and metal signs to inspire personal, social and political transformations.
Mental Disorder In Children With Physical Conditions: A Pilot Study, Alexandra Butler, Ryan J Van Lieshout, Ellen Louise Lipman, Harriet L Macmillan, Andrea Gonzalez, Jan Willem Gorter, Kathy Georgiades, Kathy N Speechley, Michael H Boyle, Mark A Ferro
Mental Disorder In Children With Physical Conditions: A Pilot Study, Alexandra Butler, Ryan J Van Lieshout, Ellen Louise Lipman, Harriet L Macmillan, Andrea Gonzalez, Jan Willem Gorter, Kathy Georgiades, Kathy N Speechley, Michael H Boyle, Mark A Ferro
Paediatrics Publications
Objectives
Methodologically, to assess the feasibility of participant recruitment and retention, as well as missing data in studying mental disorder among children newly diagnosed with chronic physical conditions (ie, multimorbidity). Substantively, to examine the prevalence of multimorbidity, identify sociodemographic correlates and model the influence of multimorbidity on changes in child quality of life and parental psychosocial outcomes over a 6-month follow-up.
Design
Prospective pilot study.
Setting
Two children's tertiary-care hospitals.
Participants
Children aged 6-16 years diagnosed in the past 6 months with one of the following: asthma, diabetes, epilepsy, food allergy or juvenile arthritis, and their parents.
Outcome Measures
Response, …
Affect, Interpersonal Behaviour And Interpersonal Perception During Open-Label, Uncontrolled Paroxetine Treatment Of People With Social Anxiety Disorder: A Pilot Study, Lance M. Rappaport, Jennifer J. Russell, Donald Hedeker, Gilbert Pinard, Pierre Bleau, Debbie S. Moskowitz
Affect, Interpersonal Behaviour And Interpersonal Perception During Open-Label, Uncontrolled Paroxetine Treatment Of People With Social Anxiety Disorder: A Pilot Study, Lance M. Rappaport, Jennifer J. Russell, Donald Hedeker, Gilbert Pinard, Pierre Bleau, Debbie S. Moskowitz
Psychiatry Publications
Background: Laboratory-based research with community samples has suggested changes in affective, behavioural and cognitive processes as possible explanations for the effects of serotonergic medications. Examining the effects of serotonergic medications using an ecological momentary measure (such as event-contingent recording) in the daily lives of people with social anxiety disorder would contribute to establishing the effects of these medications on affect, behaviour and one form of cognition: perception of others’ behaviour.
Methods: The present study assessed changes in affect, interpersonal behaviour and perception of others’ behaviour in adults with social anxiety disorder using ecological momentary assessment at baseline and over 4 …
Anxiety And Depression In College Students And How Colleges Can Help, Sunny L. Crowder
Anxiety And Depression In College Students And How Colleges Can Help, Sunny L. Crowder
All Electronic Theses and Dissertations
The focus of this research is to better understand causes of anxiety and depression among college students and how colleges can better assist these students. For various reasons, social anxiety is linked to excessive drinking and binge eating/exercising. A comorbid relationship exists between anxiety, depression and sleep disturbance. Sleep disturbance has multiple causes, but this research mostly focused on how technology interferes with sleep. In addition to sleep disturbance, excessive drinking, and binge eating/exercising/anxiety and depression are linked to perfectionism, goal setting, living accommodations, parent attachment and transition, and career planning. Remedies explored for anxiety and depression treatment and prevention …
Elevated Anxiety In Youth With Autism Spectrum Disorder And The Implications Of Using Cognitive Behavioral Therapies As An Effective Treatment Plan, Nichole L. Olsen
Elevated Anxiety In Youth With Autism Spectrum Disorder And The Implications Of Using Cognitive Behavioral Therapies As An Effective Treatment Plan, Nichole L. Olsen
All Electronic Theses and Dissertations
As educators, we have seen Autism Spectrum Disorder (ASD), anxiety levels, mental health issues, and explosive behaviors rise in the general education population as well as the special education population in the last five years. The need for effective research based treatment plans is a very high demand in order to best serve our rising ASD population with comorbid anxiety in the school setting. There is building evidence in research that supports positive outcomes when using Cognitive Behavioral Therapies (CBT) for adolescents with ASD comorbid with anxiety who have some emotion recognition abilities as well as age appropriate intellectual and …
A Collaborative, Network-Based Approach To Advance Women's Depression Research In The United States: Preliminary Findings, H. A. Flynn, C. Spino, C. Guille, K. M. Deligiannidis, P. Maki, J. Jahnke, K. L. Rosenblum, C. N. Epperson, S. J. Weiss
A Collaborative, Network-Based Approach To Advance Women's Depression Research In The United States: Preliminary Findings, H. A. Flynn, C. Spino, C. Guille, K. M. Deligiannidis, P. Maki, J. Jahnke, K. L. Rosenblum, C. N. Epperson, S. J. Weiss
Journal Articles
No abstract provided.
Stress-Dependent Association Between Polygenic Risk For Schizophrenia And Schizotypal Traits In Young Army Recruits, A. Hatzimanolis, D. Avramopoulos, D. E. Arking, A. Moes, P. Bhatnagar, T. Lencz, A. K. Malhotra, S. G. Giakoumaki, P. Roussos, N. C. Stefanis, +2 Additional Authors
Stress-Dependent Association Between Polygenic Risk For Schizophrenia And Schizotypal Traits In Young Army Recruits, A. Hatzimanolis, D. Avramopoulos, D. E. Arking, A. Moes, P. Bhatnagar, T. Lencz, A. K. Malhotra, S. G. Giakoumaki, P. Roussos, N. C. Stefanis, +2 Additional Authors
Journal Articles
No abstract provided.
An Exploratory Study Of Session Limited Models Of Therapy Outcomes In An Employee Assistance Program, Ivy C. Donaldson
An Exploratory Study Of Session Limited Models Of Therapy Outcomes In An Employee Assistance Program, Ivy C. Donaldson
Electronic Theses and Dissertations
Employee Assistance Programs (EAPs) have grown increasingly popular over recent years. The prevalence of organizations utilizing and investing in EAP services for their employees has grown; however, companies that purchase EAPs are not well-informed as to which session-models are most effective for various diagnoses. The current study is the first to explore treatment outcomes of session-limited models (measured by Therapist Perception of Change, TPC) for diagnoses (anxiety and depression) in an EAP delivery system. Outcomes were measured by TPC ratings including: a) Regressed, b) remained at Baseline, c) Improved, and d) issue was Resolved. Analyses (Chi-Square and =t-test) were used …
Positive Legal Education: Flourishing Law Students And Thriving Law Schools, Debra S. Austin
Positive Legal Education: Flourishing Law Students And Thriving Law Schools, Debra S. Austin
Sturm College of Law: Faculty Scholarship
The report begins with a call to leadership within each facet of the legal profession, urging a shift from ignoring well-being problems to taking action to create cultural change; argues that legal educators must undertake initiatives in order to innovate and improve legal education and law practice; and proposes a new field of inquiry called Positive Legal Education that leverages research findings from Positive Psychology, neuroscience, and Positive Education to inspire innovation in legal education and curate a culture of well-being in the legal field.
Anxiety And Depression During Childhood And Adolescence: Testing Theoretical Models Of Continuity And Discontinuity, Joseph R. Cohen, Arthur R. Andrews, Megan M. Davis, Karen D. Rudolph
Anxiety And Depression During Childhood And Adolescence: Testing Theoretical Models Of Continuity And Discontinuity, Joseph R. Cohen, Arthur R. Andrews, Megan M. Davis, Karen D. Rudolph
Department of Psychology: Faculty Publications
The present study sought to clarify the trajectory (i.e., continuous vs. discontinuous) and expression (i.e., homotypic vs. heterotypic) of anxiety and depressive symptoms across childhood and adolescence. We utilized a state-of-the-science analytic approach to simultaneously test theoretical models that describe the development of internalizing symptoms in youth. In a sample of 636 children (53% female; M age = 7.04; SD age = 0.35) self-report measures of anxiety and depression were completed annually by youth through their freshman year of high school. For both anxiety and depression, a piecewise growth curve model provided the best fit for the data, with symptoms …
Protocol For A Systematic Review: Interventions For Anxiety In School-Aged Children With Autism Spectrum Disorder (Asd): A Mixed Methods Systematic Review, Petra Lietz, Julie Kos, Katherine Dix, Jenny Trevitt, Mirko Uljarevic, Elizabeth O'Grady
Protocol For A Systematic Review: Interventions For Anxiety In School-Aged Children With Autism Spectrum Disorder (Asd): A Mixed Methods Systematic Review, Petra Lietz, Julie Kos, Katherine Dix, Jenny Trevitt, Mirko Uljarevic, Elizabeth O'Grady
Student learning processes
This review aims to synthesise evidence about interventions to reduce anxiety symptoms in school-aged children with autism spectrum disorder (ASD). While clinical studies will not be excluded per se, this review seeks to move beyond interventions that are relevant only for clinical practice and care in clinical settings and prioritise studies that draw out implications for school-aged children that will help their functioning in real-world settings such as school and the home. To achieve this aim, the review will employ a mixed-methods systematic review which can accommodate the anticipated diverse types of available studies. These studies are likely to use …
Integration Of Pet Therapy To Enhance Occupational Performance, Brooke Harrell
Integration Of Pet Therapy To Enhance Occupational Performance, Brooke Harrell
MOT Student Capstones
Individuals with a Dementia diagnosis are on the continual rise in America. This debilitating condition remains incurable even with all the research and technology we have available today. Benefits of canine interactions have been demonstrated and it is becoming more common to incorporate canines into therapy practice. Canines have the ability to reduce anxiety and improve an individual's overall mood. By successfully impacting these two variables, canine interaction enhance client's potential and abilities tremendously. Canines provide an alternative outside of the box treatment method for clients with Dementia. Our role as an occupational therapist is to provide client centered care, …
Anxiety And Depression In Spanish-Speaking Latina Cancer Patients Prior To Starting Chemotherapy, Morgan S. Lee, Dinorah Martinez Tyson, Brian D. Gonzalez, Brent J. Small, Suzanne C. Lechner, Michael H. Antoni, Andrea Vinard, Madeline Krause, Cathy Meade, Paul B. Jacobsen
Anxiety And Depression In Spanish-Speaking Latina Cancer Patients Prior To Starting Chemotherapy, Morgan S. Lee, Dinorah Martinez Tyson, Brian D. Gonzalez, Brent J. Small, Suzanne C. Lechner, Michael H. Antoni, Andrea Vinard, Madeline Krause, Cathy Meade, Paul B. Jacobsen
Aging Studies Faculty Publications
Objective: Anxiety and depression can substantially impact the life of a cancer patient, but literature on emotional distress in the Hispanic cancer population is sparse. Additionally, the influence of psychosocial variables including age, acculturation, and spiritual well‐being on emotional distress in this population remains unclear. The purpose of the present report was to assess the prevalence of anxiety and depression in Spanish‐speaking Latina cancer patients preparing to begin chemotherapy and to explore the predictors and correlates of these outcomes.
Methods: Participants were 198 Spanish‐speaking Latina cancer patients who completed measures of anxiety, depression, acculturation, and spiritual well‐being prior to starting …
Post-Traumatic Stress And Academic Performance Among Entry-Level Doctoral Physical Therapy Students In A Human Anatomy Cadaver Dissection Course, Sue E. Curfman, Gary P. Austin, Joyce S. Nicholas
Post-Traumatic Stress And Academic Performance Among Entry-Level Doctoral Physical Therapy Students In A Human Anatomy Cadaver Dissection Course, Sue E. Curfman, Gary P. Austin, Joyce S. Nicholas
Internet Journal of Allied Health Sciences and Practice
Background: Dissection of human cadavers can be a stressful experience for students. Purpose: The purposes of this study were twofold: 1) to determine if physical therapy students develop or experience a worsening of post-traumatic stress disorder (PTSD) symptoms during exposure to and dissection of human cadavers; and 2) to determine if these symptoms are related to academic performance. Methods: Previous history of a diagnosis of anxiety or post-traumatic stress disorder and level of prior exposure to cadavers were recorded among 26 entry-level first semester doctoral students in physical therapy (DPT) taking gross human anatomy. Their level of anxiety about working …
The Adaptation To Head And Neck Cancer In The Veteran Population, Diane Marie Sobecki-Ryniak
The Adaptation To Head And Neck Cancer In The Veteran Population, Diane Marie Sobecki-Ryniak
Wayne State University Dissertations
ABSTRACT
ADAPTATION TO HEAD AND NECK CANCER IN THE VETERAN POPULATION: A PILOT STUDY
By
DIANE SOBECKI-RYNIAK
December 2018
Advisor: Dr. Margaret Campbell
Major: Nursing
Degree: Doctor of Philosophy
Post-traumatic stress disorder in the head and neck cancer veteran population may present a challenge to adaptation during diagnosis and treatment of illness. The evaluation of post traumatic stress disorder, anxiety, depression and quality of life were examined and correlated against symptom occurrence and triggering of post traumatic symptoms across experiences. A significant correlation between PTSD-C and PTSD-S was found (r = 0.91, p = 0.001); there was a non-significant correlation …
Mental Health Interventions For Adolescent Cancer Patients, Kelsey A. Faherty
Mental Health Interventions For Adolescent Cancer Patients, Kelsey A. Faherty
Honors Undergraduate Theses
Background: According to the National Cancer Institute (2017) approximately 15,270 individuals’ ages 0 to 19 years would be diagnosed with cancer in 2017. Although pediatric cancer survival rates continue to rise, there are high rates of anxiety, fear, and depression amongst this population. The purpose of this literature review was to explore mental health interventions for adolescent cancer patients.
Methodology: A total of 165 articles were found in a literature search. Databases used include: CINAHL Plus with Full Text, Cochrane Center Register of Controlled Trials, Cochrane Clinical Answers, MEDLINE, and PsycINFO. As results were further narrowed based on relevance and …
A Machine Learning Exploration Of Human Connectome Data, Katrina Prantzalos
A Machine Learning Exploration Of Human Connectome Data, Katrina Prantzalos
Senior Honors Theses and Projects
The intent of this project is to statistically examine the relationships between psychological traits, demographics, and physiological information provided by various brain scans. The Human Connectome Project dataset includes brain imaging data, demographics, and psychological data, from 1,206 individuals. Using this data, we performed exploratory data analysis, including an investigation of the distinctions in connectome data across participants with anxiety and/or depression as opposed to those without. Our aim was to predict the two mental disorders from given data via machine learning techniques such as Random Forest and Boosted Trees methods. Unfortunately, we were unable to reasonably predict anxiety or …