Health Information Technology Commons^™

Hospital-Acquired Malnutrition In The Pediatric Population: A Cross-Sectional Study, Annida Falahaini, Dessie Wanda

Jurnal Keperawatan Indonesia

Malnutrition is a global problem, from which hospitalized patients are not exempt. Hospital-acquired malnutrition (HaM) is associated with adverse outcomes in pediatric patients. Therefore, health professionals need to understand the factors related to the issue in such patients. This study aims to identify the factors associated with the prevalence of HaM in pediatric patients. It employed a cross-sectional design involving children from one month to 18 years old who had been hospitalized for at least 72 hours. HaM was determined by a weight loss of more than 2% by the fourth day of hospitalization. The final sample was 373, from …

Mind The Gaps: Assessing And Enhancing The Trustworthiness Of Mental Health Apps, Gary Kok Yew Chan

Research Collection Yong Pung How School Of Law

Mental health apps including artificial intelligence (“AI”)- powered apps and chatbots have raised serious concerns relating to safety, efficacy and privacy. This article assesses their trustworthiness based on lego-regulatory, ethical and technological measures in addressing the abovementioned concerns. Focusing on applications to mental health apps, it examines Singapore laws, regulations and guidelines relating to software-based and AI medical devices, data protection, consumer protection, advertising and medical negligence. Additionally, upon taking into account other non-binding ethical guidelines, certification standards and technological measures targeted at app developers, a few recommendations are offered for enhancing trust in mental health apps.

Smartphone As An Edge For Context-Aware Real-Time Processing For Personal E-Health, Muhammad Bangash

University Honors Program Senior Projects

The medical domain is facing an ongoing challenge of how patients can share their health information and timeline with healthcare providers. This involves secure sharing, diverse data types, and formats reported by healthcare-related devices. A multilayer framework can address these challenges in the context of the Internet of Medical Things (IoMT). This framework utilizes smartphone sensors, external services, and medical devices that measure vital signs and communicate such real-time data with smartphones. The smartphone serves as an “edge device” to visualize, analyze, store, and report context- aware data to the cloud layer. Focusing on medical device connectivity, mobile security, data …

November / December 2022, Randy Curry, Cindy Brooks

RURAL ROCKS

This is the November & December 2022 issue of Rural Rocks from the SWOSU College of Pharmacy.

A Study Of Heart Disease Diagnosis Using Machine Learning And Data Mining, Intisar Ahmed

Electronic Theses, Projects, and Dissertations

Heart disease is the leading cause of death for people around the world today. Diagnosis for various forms of heart disease can be detected with numerous medical tests, however, predicting heart disease without such tests is very difficult. Machine learning can help process medical big data and provide hidden knowledge which otherwise would not be possible with the naked eye. The aim of this project is to explore how machine learning algorithms can be used in predicting heart disease by building an optimized model. The research questions are; 1) What Machine learning algorithms are used in the diagnosis of heart …

New-Onset Psychosis Following Covid-19 Infection In A Patient With No Psychiatric History: A Longitudinal Case Report., Matthew Runyan, Jay Fawver, Amanda Coupe, Michelle Drouin

Health Services and Informatics Research

BACKGROUND: Viral infection, including COVID-19, has been implicated as a potential cause of various neurobehavioral issues. An increasing number of case reports suggest that current or recent COVID-19 infection may cause new onset of psychotic symptoms in some individuals, potentially related to viral inflammation or infection of the nervous system.

CASE PRESENTATION: A 26-year-old woman with no psychiatric history presented with severe psychotic symptoms days after recovery from a mild COVID-19 infection. No other etiologies for psychosis were identified via diagnostic testing, review of medical history, or interviews with family. Her symptoms persisted for approximately two months, requiring three inpatient …

Effectiveness Of Mobile Apps To Improve Urinary Incontinence: A Systematic Review Of Randomised Controlled Trials, Renee Widdison, Amineh Rashidi, Lisa Whitehead

Research outputs 2022 to 2026

Introduction: Pelvic floor exercises are effective in the treatment of urinary incontinence (UI) and are routinely prescribed, along with bladder training, by primary healthcare providers as first line conservative management. Mobile phone applications are increasingly popular within the healthcare setting and can provide opportunities for patients to complete treatments at home. To date, there has not been a systematic review examining outcomes from randomised controlled trials on the effectiveness of mobile applications to improve UI. Methods: A systematic review of randomized controlled trials evaluating the effectiveness of mobile applications to improve UI was carried out according to the PRISMA reporting …

Improving Medicine-Telemetry Discharge Process, Claire Cafirma

Student Scholarly Projects

Practice Problem: In Maryland, the most recent coronavirus disease (COVID-19) surge caused a significant increase in hospitalization and urgent demand for critical care beds. The identified delays in discharging patients from the emergency department to inpatient units resulted in more extended hospital stays, higher complication rates, and morbidity, which also impacted the health care organization's finances.

PICOT: The PICOT question that guided this project was in a medicine-telemetry unit (P), does the implementation of an enhanced electronic discharge planning tool (I) compared to the current discharge planning tool (C) affect timely discharge (O) during an eight-week time period …

Artificial Intelligence–Assisted Classification Of Gliomas Using Whole Slide Images, Laya Jose, Sidong Liu, Carlo Russo, Cong Cong, Yang Song, Michael Rodriguez, Antonio Di Ieva

Staff Scholarship - Australia & Dubai

Context.—Glioma is the most common primary brain tumor in adults. The diagnosis and grading of different pathological subtypes of glioma is essential in treatment planning and prognosis.

Objective.—To propose a deep learning–based approach for the automated classification of glioma histopathology images. Two classification methods, the ensemble method based on 2 binary classifiers and the multiclass method using a single multiclass classifier, were implemented to classify glioma images into astrocytoma, oligodendroglioma, and glioblastoma, according to the 5th edition of the World Health Organization classification of central nervous system tumors, published in 2021.

Design.—We tested 2 different deep neural …

An Assessment Of 50 State Early Hearing Detection And Intervention Websites: Is Needed Information Being Provided For Parent Decision Making?, Nichole Westin, Donna Sorkin

Journal of Early Hearing Detection and Intervention

Growth of the Internet as an information resource has provided expanded opportunities for families to easily gather information on a range of topics, including health related topics. State Early Hearing Detection and Intervention (EHDI) websites and other electronic data sources are an important opportunity to support families seeking information on options for their children who have been identified as deaf or hard of hearing. A review was undertaken between August and September 2021 of the 51 US EHDI (state and DC) websites and related information (such as links to others’ sites) to determine if information that is specifcally discussed in …

Low Rates Of Structured Advance Care Planning Documentation In Electronic Health Records: Results Of A Single-Center Observational Study, Adela Wu, Robert J Huang, Gabriela Ruiz Colón, Chris Zembrzuski, Chirag B Patel

Faculty, Staff and Student Publications

BACKGROUND: Proper advance care planning (ACP) documentation both improves patient care and is increasingly seen as a marker of high quality by governmental payers. The transition of most medical documentation to electronic health records (EHR) allows for ACP documents to be rapidly disseminated across diverse ambulatory practice settings. At the same time, the complexity and heterogeneity of the EHR, as well as the multiple potential storage locations for documentation, may lead to confusion and inaccessibility. There has been movement to promote structured ACP (S-ACP) documentation within the EHR.

METHODS: We performed a retrospective cohort study at a single, large university …

The Development Of A Mobile App-Focused Deduplication Strategy For The Apple Heart Study That Informs Recommendations For Future Digital Trials, Ariadna Garcia, Justin Lee, Vidhya Balasubramanian, Rebecca Gardner, Santosh E. Gummidipundi, Grace Hung, Todd Ferris, Lauren Cheung, Sumbul Desai, Christopher B. Granger, Mellanie True Hills, Peter Kowey, Divya Nag, John S. Rumsfeld, Andrea M. Russo, Jeffrey W. Stein, Nisha Talati, David Tsay, Kenneth W. Mahaffey, Marco V. Perez, Mintu P. Turakhia, Haley Hedlin, Manisha Desai

Department of Medicine Faculty Papers

An app-based clinical trial enrolment process can contribute to duplicated records, carrying data management implications. Our objective was to identify duplicated records in real time in the Apple Heart Study (AHS). We leveraged personal identifiable information (PII) to develop a dissimilarity score (DS) using the Damerau-Levenshtein distance. For computational efficiency, we focused on four types of records at the highest risk of duplication. We used the receiver operating curve (ROC) and resampling methods to derive and validate a decision rule to classify duplicated records. We identified 16,398 (4%) duplicated participants, resulting in 419,297 unique participants out of a total of …

Nurse-Initiated Treatment Reduces Costs For Acute Asthma In A Pediatric Emergency Department, Michael D. Johnson Md, Ms, Minkyoung Yoo Phd, Richard E. Nelson Phd, Amanda K. Nielson Md, Lauren Allen Mas, Nanette Dudley Md, Brandon Andersen Rrt, Amanda Orme Dnp, Cpnp-Ac, Cameron Mcfarland Np-C, Michael Mundorff Mba, Mhsa

Journal of Nursing & Interprofessional Leadership in Quality & Safety

Standardized emergency department (ED) pathways can improve care delivery to children with acute asthma, though their impact on hospitalization and costs is unclear. An Acute Asthma Care Pathway (AACP) that facilitates nurse initiation of treatment was implemented at a tertiary care pediatric ED using standard quality improvement methodology. The impact of implementation was assessed using process control methodology and multivariable time series analyses between pre- and post-implementation periods. Provision of a steroid within 30 minutes and 60 minutes of arrival increased by 21 and 22 percentage points respectively, IV magnesium sulfate administration increased by 30 percentage points, the proportion hospitalized …

Outcomes Of Asthma Quality Improvement In Pediatric Patients, Kathryn M. Murray Md, Faap

Journal of Nursing & Interprofessional Leadership in Quality & Safety

Introduction. The Utah Pediatric Partnership to Improve Healthcare Quality (UPIQ) and Utah Department of Health (UDOH) Asthma Program Learning Collaborative is a quality improvement initiative designed to standardize asthma care in pediatric patients and improve the overall assessment and patient education process for both healthcare providers and patients. The aim of the Asthma QI Project was to improve the diagnosis and management of asthma for patients in the state of Utah by implementing a standardized approach to the identification and treatment of patients with asthma.

Methods. Patients scheduled to see a healthcare provider at our pediatric clinic were screened for …

A Patient Perspective On Information Provision During The Care Path Of Lentigo Maligna, Louis P. Ter Meer, Marleen De Mul, Jan Hazelzet, Clemens Van Eijk

Patient Experience Journal

Patients sometimes experience complex diagnostic and treatment procedures. During these processes, they need to rely on the information provided by the care providers. In particular, if they would like to play an active role in the shared decision-making process, it is important that this information is accessible, complete and understandable. A patient with Lentigo Maligna on the nose has been followed during the process of diagnosis, shared decision-making and treatment. Using the autoethnographical methodology, it was evaluated which sources of information available to the patient contributed to a better understanding, a more active role in the treatment process and a …

Mystay – Development Of Nurse-Facilitated Condition-Specific Multimedia Resources To Facilitate Patient Participation In Postoperative Care, Jo Mcdonall, Anastasia F. Hutchinson, Natalie Heynesbergh, Bernice Redley, Richard De Steiger, Damien Khaw, Mari Botti

Patient Experience Journal

Improved postoperative outcomes and the global drive toward the provision of patient-centred care underpins efforts to enhance the nature and capacity of patient participation in acute postoperative hospital care. In this paper, we describe the design, framework and processes used to develop a modular, procedure-specific, digital health intervention platform aimed at improving the patient experience and patient participation in care following surgery. The intervention, a multimedia application MyStay, uses bedside delivery of audio-visual and text-based information to engage postoperative patients to better participate in their care. MyStay modules are developed using an iterative, multi-method approach intended to balance procedure-specific best …

Outpatient Visit Modality And Parallel Patient Satisfaction: A Multi-Site Cohort Analysis Of Telemedicine And In-Person Visits During The Covid-19 Pandemic, Nicole J. Ploog, Jordan Coffey, Laurie Wilshusen, Bart Demaerschalk

Patient Experience Journal

Telemedicine approaches provide many benefits to patients across both primary and specialty care. Patient acceptance is imperative to successful telemedicine implementation. As telemedicine utilization continues to surge, it is imperative that healthcare organizations have a method for evaluating the patient experience with these types of visits. Previous studies on experience with telemedicine have focused on smaller patient populations with narrow inclusion criteria and limited geographical reach. This research described how patients’ satisfaction with video telemedicine-based visits varied based on patient characteristics and how they compare with in-person visits. We obtained and analyzed results from standardized patient experience surveys to compare …

Patient Experience Of The Electronic Health Record (Ehr) In A Maternity Unit In Ireland, Joye Mckernan, Paul Corcoran Dr, Richard A. Greene Professor

Patient Experience Journal

The introduction of the Electronic Health Records (EHRs) for maternity services in Ireland provided an opportunity to examine patient satisfaction and to examine what patients require from an Electronic Health Record. The implementation of the EHR in Ireland started in 2016, and at present, four of the 19 maternity units are digital. Patients at antenatal booking visits in an Irish maternity unit were invited to participate in the project. The invite was taken up by 201 women. The survey took 10-15 minutes to complete. The survey was conducted nine months following the implementation of the MN-CMS. The survey was anonymous …

Dentistry And The Law: Ex-Employees Who Solicit Patients Using Stolen Information, Dan Schulte Jd

The Journal of the Michigan Dental Association

This month’s Dentistry and the Law column discusses actions to take with a former employee who solicits patients. In cases where former employees solicit patients using stolen patient information, dental practices can take legal action. Employment agreements and employee handbooks should include confidentiality clauses. Breach of these clauses allows for lawsuits, seeking damages for business loss. Additional claims like tortious interference, unfair competition, and misappropriation may also apply. Michigan's Uniform Trade Secrets Act can provide injunctive relief and damages if the patient information is deemed a "trade secret." Seeking legal advice from an experienced attorney is essential.

Be Bullish About Dentistry — Stop Doom Scrolling!, Christopher J. Smiley Dds

The Journal of the Michigan Dental Association

This editorial encourages readers to stop focusing on negative news feeds and provides a positive outlook on the profession of dentistry, emphasizing the potential for growth and improvement. It highlights the impact of emerging technology, increased public awareness of oral health, and the enthusiasm of new professionals. The author also stresses the need for continuous adaptation and collaboration within the dental community.