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Articles 1711 - 1740 of 7889
Full-Text Articles in Entire DC Network
Humor Matters: An Adapted Multiple Case Study Exploring Music Therapists’ Perspectives Of Humor With Older Adults, Caleb M. Posey
Humor Matters: An Adapted Multiple Case Study Exploring Music Therapists’ Perspectives Of Humor With Older Adults, Caleb M. Posey
Theses and Dissertations--Music
Humor is a ubiquitous human experience and a skill retained in older adulthood. It is also an integral but elusive therapeutic tool with numerous benefits and risks to well-being. Therapeutic humor – the application of humor to client well-being – is an emerging area of study. However, scant music therapy literature on humor is available. The purpose of this qualitative thesis was to explore the use and function of humor in music therapy with older adults from the perspectives of experienced music therapists. There were three research questions: (1) how do music therapists describe their use of humor with older …
Correlation Of Several Parameters With Psychiatric Problems In Children With Dyslexia, Elsady Safaa R, Aboelela Eman I, Elnenny Rham A, Azzam Azza A
Correlation Of Several Parameters With Psychiatric Problems In Children With Dyslexia, Elsady Safaa R, Aboelela Eman I, Elnenny Rham A, Azzam Azza A
Journal of Medicine in Scientific Research
A child's development in the areas of cognition, language, emotion, socialization, and morality is greatly influenced by schools and learning. Academic abilities are the cornerstone that forms the basis for evaluating a student's success in the classroom. Therefore, fear, guilt, and inadequacy caused by a learning issue may manifest as behavioral problems in school-age children. Determining whether a behavior is comorbid with dyslexia or secondary to it is crucial when dyslexia and behavioral issues co-occur. The study's goal: to determine which parameters are correlated to the co-morbid psychiatric issues in dyslexic children in order to lessen their burden and provide …
Culturally Appropriate Diabetes Education Helps Karen- And Qanjobal-Speaking Patients Lower A1c, Cruz Longoria, Maggie Hutson, Jenenne A. Geske, Melanie Menning
Culturally Appropriate Diabetes Education Helps Karen- And Qanjobal-Speaking Patients Lower A1c, Cruz Longoria, Maggie Hutson, Jenenne A. Geske, Melanie Menning
Posters and Presentations: Family Medicine
No abstract provided.
Dietary Knowledge And Eating Habits Among Patients With Type 2 Diabetes In Lebanon, Myriam Abboud, Cyrille Nacouzi, Zeina Chahine, Angelica Atallah, Mira Hleyhel
Dietary Knowledge And Eating Habits Among Patients With Type 2 Diabetes In Lebanon, Myriam Abboud, Cyrille Nacouzi, Zeina Chahine, Angelica Atallah, Mira Hleyhel
All Works
Little is known about the dietary knowledge (DK) and eating habits (EHs) of patients with type 2 diabetes (T2D) in Lebanon. Therefore, the aim of this study was to assess the DK and EH of the population with T2D and determine their associated factors. A cross-sectional survey enrolling 351 patients with T2D was carried out, using the snowball sampling technique. The survey used the UK Diabetes and Diet Questionnaire and the Dietary Knowledge questionnaire to assess participants' EH including the frequency of consumption of certain foods and their knowledge of food groups and food choices. While a higher DK index …
Do High School Students Understand Their Miranda Rights? A Preliminary Investigation, Emma K. Hinds
Do High School Students Understand Their Miranda Rights? A Preliminary Investigation, Emma K. Hinds
Undergraduate Theses, Professional Papers, and Capstone Artifacts
Background: Numerous studies have established that the linguistic complexity of the Miranda warning often results in poor comprehension, particularly for adolescents. Several studies have shown that persons with language disorders are overrepresented in U.S. prisons. Additionally, a few studies have shown a strong positive correlation between language scores and scores on Miranda assessments. These findings suggest that individuals with language disorders are at risk for poor comprehension of their Miranda rights, placing them at greater risk of waiving those rights, which can lead to incarceration.
Aims: The goal of this preliminary investigation is to examine how well adolescents with typical …
Considering Extended High-Frequency Audiometry As A Screening Tool For Auditory Processing Disorder, Maylee Martin
Considering Extended High-Frequency Audiometry As A Screening Tool For Auditory Processing Disorder, Maylee Martin
Williams Honors College, Honors Research Projects
The purpose of this research project is to describe Auditory Processing Disorder (APD) and its background and etiology, signs and symptoms, and treatment options. APD is an auditory disorder that affects the central nervous system. Individuals with auditory processing disorders are able to detect sounds at normal hearing levels and pass a standard hearing test, but struggle with higher order auditory skills such as auditory discrimination, binaural processing, including understanding in the presence of background noise, and temporal processing (ASHA, 2005). A full auditory processing test battery is time consuming, and many audiologists are not skilled in administering typical APD …
Research Priorities For Childhood Apraxia Of Speech: A Long View, Jenya Iuzzini-Seigel
Research Priorities For Childhood Apraxia Of Speech: A Long View, Jenya Iuzzini-Seigel
Speech Pathology and Audiology Faculty Research and Publications
This article introduces the Journal of Speech, Language, and Hearing Research Special Issue: Selected Papers From the 2022 Apraxia Kids Research Symposium. The field of childhood apraxia of speech (CAS) has developed significantly in the past 15 years, with key improvements in understanding of basic biology including genetics, neuroscience, and computational modelling; development of diagnostic tools and methods; diversity of evidence-based interventions with increasingly rigorous experimental designs; and understanding of impacts beyond impairment-level measures. Papers in this special issue not only review and synthesize the some of the substantial progress to date but also present novel findings addressing critical research …
Assessing Preventive Care Utilization For Cardiovascular Disease Among U.S. Latinos, Melanie Helena Paredes
Assessing Preventive Care Utilization For Cardiovascular Disease Among U.S. Latinos, Melanie Helena Paredes
Honors Undergraduate Theses
Accounting for nearly 19% of the United States population in 2020, Latinos and Hispanics represent the second largest racial/ethnic group in the United States, totaling roughly 62.1 million people. Given the growing population size and longer life expectancy estimates amongst the U.S. Latino/Hispanic community, healthcare practitioners and public health officials are increasingly emphasizing the healthcare needs and outcomes of this population. Alarmingly, current literature has highlighted significant disparities in cardiovascular disease (CVD) incidence and risk factors among U.S. Latinos/Hispanics. As CVD continues to be one of the leading causes of death amongst all racial/ethnic groups across the United States, risk …
The Use Of Telehealth Evaluations For Diagnosis Of Autism Spectrum Disorder In Children Aged 0-7: A Literature Review, Teah L. Ruiz
The Use Of Telehealth Evaluations For Diagnosis Of Autism Spectrum Disorder In Children Aged 0-7: A Literature Review, Teah L. Ruiz
Honors Undergraduate Theses
The following literature review was intended to review current research studies related to diagnostic evaluation using Telehealth for young children aged 0-7 seeking a diagnosis of autism spectrum disorder (ASD). The analyzed research created a comprehensive guide on the quality, quantity, and state of Telehealth research for ASD evaluation will result. Through the synthesis of available literature, the strengths, and weaknesses of different models of Telehealth ASD evaluation were assessed. The results of this literature review found that there is evidence to support Telehealth’s use in some aspects of evaluation, but not as a stand-alone methodology. Further research is required …
Exploring Nurses' Perspectives Of The Use Of Hospital Interpretation Technologies Versus Other Methods For Communicating With Non-English Language Preference (Nelp) Patients: A Literature Review, Natalie Moreira-Rivera
Exploring Nurses' Perspectives Of The Use Of Hospital Interpretation Technologies Versus Other Methods For Communicating With Non-English Language Preference (Nelp) Patients: A Literature Review, Natalie Moreira-Rivera
Honors Undergraduate Theses
Nurses' perspectives on the use of interpretation technologies compared to other methods for communicating with NELP patients when providing treatment in a hospital setting was explored utilizing a literature review. The literature search was conducted using CINHAL, APA PsychInfo, Medline, and Applied Science & Technology Source databases. The search resulted in 84 articles, of which 6 were eligible to be included in the narrative review. Three themes emerged that helped explain nurses’ perspectives: preferred technology, facilitators/benefits, and barriers/concerns. Interpretation technologies were preferred over in-person translators in most cases. Nurses and other healthcare providers perceived technologies as convenient, flexible, versatile, and …
Health Equity Policy In Colombia: Improving Equal Access To Health Care Services For Individuals With Low-Income, Marian Marin
Health Equity Policy In Colombia: Improving Equal Access To Health Care Services For Individuals With Low-Income, Marian Marin
Honors Undergraduate Theses
In 1993, the last health reform “Law 100” was introduced in Colombia. It has been over 30 years since its implementation, and there have been many changes to the healthcare system in Colombia ever since. The policy increased health insurance coverage to almost 95% of the population, providing better and more affordable patient care. However, increasing the availability of resources does not necessarily make them accessible to all of Colombia’s residents. This study aims to analyze the outcomes of “Law 100” to the system and studies critical obstacles that halt healthcare equity in Colombia, particularly for those in rural and …
Invasive Wild Pig (Sus Scrofa) Diets On Barrier Islands In The Southeastern United States, Vienna R. Canright, Antoinette J. Piaggio, James C. Beasley
Invasive Wild Pig (Sus Scrofa) Diets On Barrier Islands In The Southeastern United States, Vienna R. Canright, Antoinette J. Piaggio, James C. Beasley
United States Department of Agriculture Wildlife Services: Staff Publications
Background
Biological invasions are a leading cause of reductions in global biodiversity. Islands are particularly sensitive to invasions, which often result in cascading impacts throughout island communities. Wild pigs (Sus scrofa) are globally invasive and pose threats to numerous taxa and ecosystems, particularly for islands where they have contributed to declines of many endemic species. However, the impacts of wild pig diet on the flora and fauna remain understudied in many island systems.
Results
We used DNA metabarcoding of wild pig fecal samples to quantify the seasonal diet composition of wild pigs on three barrier islands in the …
What Are The Key Factors Influencing The Successful Integration Of Ai In Healthcare?, Gabe Herman
What Are The Key Factors Influencing The Successful Integration Of Ai In Healthcare?, Gabe Herman
Graduate Research Projects
No abstract provided.
Exploring The Use Of Mobile Health Application To Promote Self-Managment Of Cardiovascular Disease: A Study Of Age-Related Differences And Technology Adoption Among Chinese Patients, Yunan Mei
Public Health Theses
Background: Cardiovascular diseases (CVD) are the leading cause of mortality globally, particularly in China's aging population. Mobile health (mHealth) technologies offer a promising avenue to address healthcare disparities and enhance CVD management among the elderly. This study aims to explore the acceptance of mHealth in improving self-management of CVD among older adults in China, focusing on its potential to mitigate accessibility and treatment challenges.
Methods: This cross-sectional study was conducted at the Xinhua Hospital of Shanghai Jiao Tong University. Data were collected using an online Qualtrics questionnaire from 225 participants who met inclusion criteria including being Chinese speakers, diagnosed with …
“Their Body, Their Choice. Your Body, Your Choice. Your Baby, Your Choice.”: A Reflexive Thematic Analysis Of Vaccine Access And Acceptance Among U.S. Pregnant People On Reddit, Sydney Marie Perlotto
“Their Body, Their Choice. Your Body, Your Choice. Your Baby, Your Choice.”: A Reflexive Thematic Analysis Of Vaccine Access And Acceptance Among U.S. Pregnant People On Reddit, Sydney Marie Perlotto
Public Health Theses
Compared to the general population, pregnant people and newborns are at a higher risk of contracting infectious diseases and experiencing worse adverse outcomes. Vaccines delivered during pregnancy, known as prenatal vaccines, represent a critical yet underused form of preventive care for these populations in the United States. Increasing successful prenatal vaccination uptake requires a focus on both access and acceptance, which pregnant people may experience differently than non-pregnant people due to their unique physiological and social state. Given the evolution of vaccine hesitancy following the COVID-19 pandemic, coupled with the recent expansion of the U.S. prenatal immunization schedule, this study …
The Menstrual Cycle In Psychotherapy: Interventions, Therapist Engagement, And Blind Spots, Rozita Alaluf
The Menstrual Cycle In Psychotherapy: Interventions, Therapist Engagement, And Blind Spots, Rozita Alaluf
Dissertations and Theses
There is a dearth of literature on psychotherapy and menstruation, except for the treatment and diagnosis of issues associated with premenstrual distress. This study aimed to bridge this gap by investigating the frequency and context of discussions about the menstrual cycle, the factors influencing therapists’ engagement with this topic, and the therapeutic approaches utilized to address the menstrual cycle within psychotherapy.
In phase 1, 118 psychotherapists from various theoretical backgrounds completed a survey on menstruation in clinical practice. The data was analyzed using descriptive statistics. In phase 2, semi-structured interviews were conducted with 7 psychotherapists, primarily identifying their theoretical orientation …
A Service-Oriented Approach To Clinical Trial Recruitment For Dementia And Brain Health: Methods And Case Examples Of Myalliance For Brain Health, Eric D Vidoni, Emma Swinford, Kelli Barton, Jaime Perales-Puchalt, C Michelle Niedens, Tina Lewandowski, Tiffany Schwasinger-Schmidt, Jill Peltzer, Joellen Wurth, Jannette Berkley-Patton, Ryan A Townley, W Todd Moore, Ashley R Shaw, Mickeal N Key, Erica Andrade, Melissa Robinson, Susan Sprague, Aiden Bondurant, Debra Brook, Jennifer Freund, Jeffrey M Burns
A Service-Oriented Approach To Clinical Trial Recruitment For Dementia And Brain Health: Methods And Case Examples Of Myalliance For Brain Health, Eric D Vidoni, Emma Swinford, Kelli Barton, Jaime Perales-Puchalt, C Michelle Niedens, Tina Lewandowski, Tiffany Schwasinger-Schmidt, Jill Peltzer, Joellen Wurth, Jannette Berkley-Patton, Ryan A Townley, W Todd Moore, Ashley R Shaw, Mickeal N Key, Erica Andrade, Melissa Robinson, Susan Sprague, Aiden Bondurant, Debra Brook, Jennifer Freund, Jeffrey M Burns
Faculty, Staff and Student Publications
Introduction: Recruitment of sufficient and diverse participants into clinical research for Alzheimer's disease and related dementias remains a formidable challenge. The primary goal of this manuscript is to provide an overview of an approach to diversifying research recruitment and to provide case examples of several methods for achieving greater diversity in clinical research enrollment.
Methods: The University of Kansas Alzheimer's Disease Research Center (KU ADRC) developed MyAlliance for Brain Health (MyAlliance), a service-oriented recruitment model. MyAlliance comprises a Primary Care Provider Network, a Patient and Family Network, and a Community Organization Network, each delivering tailored value to relevant parties while …
Perceptions Of Acute Care Telemedicine Among Caregivers For Persons Living With Dementia: A Qualitative Study, Anita Chary, Norvin Hernandez, Ana Paulina Rivera, Vivian Ramont, Tracey Obi, Ilianna Santangelo, Christine Ritchie, Hardeep Singh, Emily Hayden, Aanand D Naik, Shan Liu, Maura Kennedy
Perceptions Of Acute Care Telemedicine Among Caregivers For Persons Living With Dementia: A Qualitative Study, Anita Chary, Norvin Hernandez, Ana Paulina Rivera, Vivian Ramont, Tracey Obi, Ilianna Santangelo, Christine Ritchie, Hardeep Singh, Emily Hayden, Aanand D Naik, Shan Liu, Maura Kennedy
Faculty, Staff and Student Publications
Persons living with dementia (PLWD) have high emergency department (ED) utilization. Little is known about using telemedicine with PLWD and caregivers as an alternative to ED visits for minor acute health problems. This qualitative interview-based study elicited caregivers' perspectives about the acceptability of telemedicine for acute complaints. We performed telephone interviews with 28 caregivers of PLWD from two academic EDs, one in the Northeast and another in the South. Using a combined deductive-inductive approach, we coded interview transcripts and elucidated common themes by consensus. All caregivers reported they would need to participate in the telemedicine visit to help overcome communication …
Colonial Drivers And Cultural Protectors Of Brain Health Among Indigenous Peoples Internationally, Rita Henderson, Joyla A Furlano, Shayla Scott Claringbold, Ashley Cornect-Benoit, Anh Ly, Jennifer Walker, Lisa Zaretsky, Pamela Roach
Colonial Drivers And Cultural Protectors Of Brain Health Among Indigenous Peoples Internationally, Rita Henderson, Joyla A Furlano, Shayla Scott Claringbold, Ashley Cornect-Benoit, Anh Ly, Jennifer Walker, Lisa Zaretsky, Pamela Roach
Faculty, Staff and Student Publications
Despite relatively higher rates of dementia among Indigenous populations internationally, research into drivers of disparities in brain health and cognitive function has tended to focus on modifiable risk factors over cultural understandings and contextual determinants. By seeking to characterize social and cultural factors that shape brain health and cognition in Indigenous populations, this mini scoping review expands prevailing schools of thought to include Indigenous knowledge systems. This reveals important gaps in culturally aligned care. It also reclaims horizons for research important to Indigenous Peoples that have garnered diminished attention in biomedical approaches. Twenty-three sources were included for data extraction. This …
Associations Between Childhood Trauma And Tobacco Dependence Among Latine Adults: Testing The Protective Effects Of Compassion For Self And Others, Camila Tirado
Theses and Dissertations
Tobacco dependence has posed a significant public health challenge in the United States and disproportionately affects Latine adults' risk of developing a variety of adverse health conditions. Childhood trauma is a recognized risk factor for dependence, overall health, and mental health concerns. Still, the influence of compassion for self or compassion for others in this context remains unclear. This cross-sectional study investigated the moderating effects of self-compassion and compassion for others on the relationship between childhood trauma and cigarette dependence among Latine adults. Data was collected through questionnaires assessing childhood trauma, self-compassion, cultural values and factors, compassion for others, and …
Transforming Children's Oral Health: The Impact Of Oral Healthcare Policies On Virginia Medicaid Dental Health Outcomes., Anita M. Kumar
Transforming Children's Oral Health: The Impact Of Oral Healthcare Policies On Virginia Medicaid Dental Health Outcomes., Anita M. Kumar
Theses and Dissertations
Abstract: Transforming Children's Oral Health: The Impact of Oral Healthcare Policies on Virginia Medicaid Dental Health Outcomes.
Objectives: This dissertation uses Department of Medical Assistance Services (DMAS) administrative files at the individual and provider level from fiscal years (FY) 2011 to 2021 to systematically study the effect of recently implemented oral health policies (EBD guidelines on sealants, CMS updated quality measures, expansion of Medicaid oral healthcare for qualifying pregnant women) on oral health outcomes of Virginia Medicaid-enrolled children.
Methods: The studies employ a difference in differences regression methods (negative binomial, Poisson, and logistic) to examine the effects of oral health …
The Patient Experience Of Language Discordance And Interpreter Services In The Emergency Department, Keri L. Baker
The Patient Experience Of Language Discordance And Interpreter Services In The Emergency Department, Keri L. Baker
Theses and Dissertations
Background: Clear communication is critical to the interaction of a patient and medical provider. For non-English speaking patients, language discordance, described as the lack of proficiency in a shared language, with the medical team results in a poor patient experience and poor patient outcomes. The predominant solution to language discordance is the use of interpreter services, however these services are underused in the emergency department (ED). Studies examining underuse of interpreter services have primarily focused on the clinician and little is known about the patient’s influence on the use of interpreter services.
Methods: Semi-structured interviews were conducted with 12 Spanish-speaking …
Promoting Cultural Competence Through Clinical Education, Katie Coakley
Promoting Cultural Competence Through Clinical Education, Katie Coakley
Graduate Research Theses & Dissertations
Purpose: The purpose of this dissertation was to explore how clinical education can be leveraged to promote the cultural competence of aspiring clinicians. Cultural competence training is important in addressing health disparities and recommended in health professions education, but barriers exist to its implementation. This dissertation seeks to explore and appraise the literature on cultural competence instruction in rehabilitation education, evaluate the impact of a clinical education experience for speech language pathology (SLP) students on their perceived cultural competence, and assess the outcomes for clients receiving feeding therapy services from supervised SLP students, including the client perceptions of cultural competence …
Latine Caregiver Perspectives Of Their Child’S Speech And Language Services, Marisol Perez
Latine Caregiver Perspectives Of Their Child’S Speech And Language Services, Marisol Perez
Graduate Research Theses & Dissertations
Early Intervention (EI) speech-language pathologists (SLPs) are mandated to provide culturally responsive services to culturally and linguistically diverse (CLD) clients. However, little is known about Latine caregivers’ perspectives on receiving these services. The purpose of this study was to examine Latine caregivers’ perspectives on their child’s speech and language services by answering the following research questions: 1) How do intrinsic factors relate to Latine caregiver satisfaction with their family’s speech and language services? 2) Does perception of clinician cultural sensitivity relate to Latine caregiver satisfaction with speech and language services? 3) What do Latine caregivers perceive as determinants (facilitators and …
The Influence Of Intensive Treatment In A Cohort Model On Psychosocial Well-Being Of Patients With Aphasia: An Investigation Of Patients’ Quality Of Life Across Three Service Delivery Models, Helena Riley
Graduate Student Theses, Dissertations, & Professional Papers
Aphasia, a common communication disorder following a stroke, significantly impacts psychosocial wellbeing and quality of life. Despite advancements in rehabilitation frameworks, traditional impairment-based interventions prevail, leaving gaps in addressing holistic needs. This study aims to compare patient-reported outcome measures (PROMs) between intensive comprehensive aphasia programs (ICAP), modified ICAPs (mICAPs) and individual usual care (UC) service delivery models for aphasia intervention. Eighteen participants with aphasia were broadly recruited for this study. Each completed a series of PROMs pre-and post-treatment examining psychosocial wellbeing, communicative participation, and health related quality of life. Results indicate that intensive programs show potential for greater gains in …
Feri: A Multitask-Based Fairness Achieving Algorithm With Applications To Fair Organ Transplantation, Can Li, Dejian Lai, Xiaoqian Jiang, Kai Zhang
Feri: A Multitask-Based Fairness Achieving Algorithm With Applications To Fair Organ Transplantation, Can Li, Dejian Lai, Xiaoqian Jiang, Kai Zhang
Faculty, Staff and Student Publications
Liver transplantation often faces fairness challenges across subgroups defined by sensitive attributes such as age group, gender, and race/ethnicity. Machine learning models for outcome prediction can introduce additional biases. Therefore, we introduce Fairness through the Equitable Rate of Improvement in Multitask Learning (FERI) algorithm for fair predictions of graft failure risk in liver transplant patients. FERI constrains subgroup loss by balancing learning rates and preventing subgroup dominance in the training process. Our results show that FERI maintained high predictive accuracy with AUROC and AUPRC comparable to baseline models. More importantly, FERI demonstrated an ability to improve fairness without sacrificing accuracy. …
Predictive Modeling Using Clinical Data And Compositional Microbiome Data, Li Zhang
Predictive Modeling Using Clinical Data And Compositional Microbiome Data, Li Zhang
All ETDs from UAB
This dissertation focuses on developing predictive modeling using data from two areas: clinical data and microbiome data. Compositional data in real life are mainly represented by relative proportions. With the advancement of next-generation sequencing (NGS) technology, researchers can now collect a large volume of metagenomic sequencing data, which is valuable for investigating associations between the microbiome and host diseases. Current methods for dealing with such data are either constrained by generalization or limited by application. In the first part, to address this, we propose Bayesian compositional generalized linear models for analyzing microbiome data (BCGLM). This model incorporates a structured regularized …
Effective Communication With People With Dementia: An Exploratory Study Of Pre-Registration Occupational Therapy Students, Samita Kirve, Lucy Perkins
Effective Communication With People With Dementia: An Exploratory Study Of Pre-Registration Occupational Therapy Students, Samita Kirve, Lucy Perkins
Journal of Occupational Therapy Education
Dementia is a major global concern, with 50 million people already affected worldwide in 2018, and this number is expected to triple by 2050. Healthcare practitioners, specifically occupational therapists, are responsible for providing care and ensuring the well-being of people with dementia. However, occupational therapy students may not always have the necessary knowledge and skills to effectively communicate and support dementia patients, which could negatively impact the quality of care they provide. To explore this issue, a study was conducted with final-year pre-registration occupational therapy students at a public university in England. The study used a qualitative methodology, with semi-structured …
Visualize Whole-Self Model - An Instructional Design For Occupational Therapy Education, Mark White, Mary Smith, Adebimpe Obembe, Kristin Haas
Visualize Whole-Self Model - An Instructional Design For Occupational Therapy Education, Mark White, Mary Smith, Adebimpe Obembe, Kristin Haas
Journal of Occupational Therapy Education
Innovative teaching approaches are changing traditional approaches by using a variety of teaching and learning methods to allow learners to succeed. This paper describes a new instructional model for healthcare education based on the science of learning, educational theories, and best practices in lesson design. The Visualize Whole-Self (VW) Model was designed to provide a learning structure for faculty as they guide the instruction of students in health professions. From the beginning of the program, students visualize themselves as professionals while working with faculty to learn content. The Visualize Whole-Self Model requires students to continually assess their strengths and weaknesses …
Igamt: Privacy-Preserving Electronic Health Record Synthesization With Heterogeneity And Irregularity, Wenjie Wang, Pengfei Tang, Jian Lou, Yuanming Shao, Lance Waller, Yi-An Ko, Li Xiong
Igamt: Privacy-Preserving Electronic Health Record Synthesization With Heterogeneity And Irregularity, Wenjie Wang, Pengfei Tang, Jian Lou, Yuanming Shao, Lance Waller, Yi-An Ko, Li Xiong
Faculty, Staff and Student Publications
Utilizing electronic health records (EHR) for machine learning-driven clinical research has great potential to enhance outcome predictions and treatment personalization. Nonetheless, due to privacy and security concerns, the secondary use of EHR data is regulated, constraining researchers’ access to EHR data. Generating synthetic EHR data with deep learning methods is a viable and promising approach to mitigate privacy concerns, offering not only a supplementary resource for downstream applications but also sidestepping the privacy risks associated with real patient data. While prior efforts have concentrated on EHR data synthesis, significant challenges persist: addressing the heterogeneity of features including temporal and non-temporal …