Health Information Technology Commons^™

Transiam: Aggregating Multi-Modal Visual Features With Locality For Medical Image Segmentation, Xuejian Li, Shiqiang Ma, Junhai Xu, Jijun Tang, Shengfeng He, Fei Guo

Research Collection School Of Computing and Information Systems

Automatic segmentation of medical images plays an important role in the diagnosis of diseases. On single-modal data, convolutional neural networks have demonstrated satisfactory performance. However, multi-modal data encompasses a greater amount of information rather than single-modal data. Multi-modal data can be effectively used to improve the segmentation accuracy of regions of interest by analyzing both spatial and temporal information. In this study, we propose a dual-path segmentation model for multi-modal medical images, named TranSiam. Taking into account that there is a significant diversity between the different modalities, TranSiam employs two parallel CNNs to extract the features which are specific to …

Data Quality: Integral To Cauti Surveillance And Improvement In Non-Critical Care Units, Mary Grace Daria

Master's Projects and Capstones

Background: Urinary tract infections (UTIs) are the most common type of healthcare-acquired infection (HAI), with 75% approximately associated with urinary catheter use. The key to preventing UTIs is to avoid the use of indwelling urinary catheters (IUCs). This study explores denominator data extract logic modifications to increase IUC data capture and accuracy. It is set in a 249-bed acute care, teaching hospital in the Diablo Service Area in Northern California.

Problem: The electronic system used to extract the CAUTI denominator data is inconsistently capturing the IUC device days from the electronic medical record (EMR). This has regulatory reporting ramifications and …

Effect Of The Announcement Of Human-To-Human Transmission On Teleconsultation Services In China During Covid-19, Mairehaba Maimaitiming, Jingui Xie, Zhichao Zheng, Yongjian Zhu

Research Collection Lee Kong Chian School Of Business

Objectives: Telemedicine enables patients to communicate with physicians effectively, especially during the coronavirus disease (COVID-19) pandemic. However, few studies have explored the use of online health care platforms for a comprehensive range of specialties during the COVID-19 pandemic. This study aimed to investigate how telemedicine services were affected by the announcement of human-to-human transmission in China. Methods: Telemedicine data from haodf.com in China were collected. A difference-in-differences analysis compared the number of telemedicine use and the number of active online physicians for different specialties in 2020 with the numbers in 2019, before and after the announcement of human-to-human transmission. Results: …

Exploration Of The Implementation Of An Integrated Electronic Laboratory Information Management System On Quality Diagnostics Service Indicators At A County Level Public Hospital In Western Kenya., Kelly Allen

Capstone Collection

Underinvestment in pathology and laboratory capacity caused by low visibility in research and in prioritization by public health leaders results in limited effective healthcare coverage and an estimated 1.1 million premature deaths annually in Low-and-Middle-Income Countries. Kenya’s public health laboratories provide a median 41% of the Essential Diagnostic List to their patients and in Kisumu County, as much as 44.2% of the population has little to no access to essential diagnostics. The government of Kisumu implemented the county Health Laboratory Strategic Plan 2018-2022 to address this public health challenge. Little information exists on the effectiveness of these initiatives and the …

Promoting Mammography Screenings In African American Women: Media, Church, And Health Providers, Lasonya Little, Debra C. Wallace, K.Jay Poole

Journal of Health Disparities Research and Practice

Due to the underutilization of screening mammography, African American women (AAW) are more likely to experience negative health outcomes after receiving a late-stage breast cancer diagnosis than White Women (WW). The purpose of this article is to examine the roles of the media, health community and the African American church and pastor and their potential impact in AAW screening decisions. Fifteen AAW, ages 45 and older, were invited to participate in a semi-structured interview. Most women agreed the African American pastor and church as well as the health community, and media are an integral part of their lives. Therefore, specific …

Medical Tourism & Communication, Alicia Mason

Faculty Submissions

Medical tourism (MT), sometimes referred to as health tourism or medical travel, involves both the treatment of illness and the facilitation of wellness, with travel. Medical tourism is a multifaceted and multiphase process involving many agents and actors that requires careful planning and execution. The coordinated process involves the biomedical, transportation, tourism, and leisure industries. From the communication perspective, the process can be viewed as a 5-stage model consisting of the: (a) orientation, (b) preparation, (c) experiential and treatment, (d) convalescence, and (e) reflection phases. Medical tourism is uniquely situated in a nexus of academic literature related to communication, business …

The Impact Of Telehealth In Urgent Care Settings, Annie Dong

Applied Research Projects

Telehealth is an emerging modality of patient care and has since expanded to urgent care facilities. Urgent care facilities have been around for decades; however, along with telehealth, it has only grown in popularity in recent years due to the COVID-19 pandemic. However, the implementation and usage of telehealth in urgent care facilities is dependent on the provider being able to use it. This study aimed at looking at the perspective of the provider on the implementation and usage of telehealth in the urgent care setting.

Perspective On The Utilization And The Outcome Of Digital Tools To Manage Chronic Diseases, Narjodh Singh

Applied Research Projects

The increasing aging population and the prevalence of chronic diseases among lower socioeconomic groups have led to higher healthcare spending on chronic care management. In this paper, the study revolves around the utilization of Information and Communication Technology (ICT) for the management of chronic diseases, with a particular focus on the elderly population. The study examines various digital health interventions, including eHealth, mHealth, electronic health records, remote monitoring, wearable devices, clinical decision support systems, telehealth, and telemedicine, in the context of chronic disease management. The opportunities, strengths, and weaknesses of digital technology are discussed, highlighting the potential benefits of ICT …

November 2023, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

Eat Right, Every Bite

An Apple a Day …

Staff and faculty MASSAGES

Five Tips for Exercising Safely in Cold Weather

Individual- And Neighborhood-Level Characteristics Of Lung Cancer Screening Participants Undergoing Telemedicine Shared Decision Making, Christine S. Shusted, Hee-Soon Juon, Brooke Ruane, Brian M. Till, Charnita Zeigler-Johnson, Russell K. Mcintire, Tyler Grenda, Olugbenga Okusanya, Nathaniel R. Evans, Gregory C. Kane, Julie Barta

Division of Pulmonary and Critical Care Medicine Faculty Papers

BACKGROUND: Although lung cancer screening (LCS) for high-risk individuals reduces lung cancer mortality in clinical trial settings, many questions remain about how to implement high-quality LCS in real-world programs. With the increasing use of telemedicine in healthcare, studies examining this approach in the context of LCS are urgently needed. We aimed to identify sociodemographic and other factors associated with screening completion among individuals undergoing telemedicine Shared Decision Making (SDM) for LCS.

METHODS: This retrospective study examined patients who completed Shared Decision Making (SDM) via telemedicine between May 4, 2020 - March 18, 2021 in a centralized LCS program. Individuals were …

The Benefits Of Telehealth For Rural Communities, Cade Alberson, Taylor Alberson

Scholars Week

No abstract provided.

Evaluation Of Telephone Cardiopulmonary Resuscitation Performance In Current Practice In Saudi Arabia, Meshary Binhotan, Joanne Turnbull, Graham Petley, Nawfal Aljerian, Mohammad Altuwaijri

Journal of the Saudi Heart Association

Objectives: Out-of-hospital cardiac arrest (OHCA) is a global health problem with a low survival rate. Telephone cardiopulmonary resuscitation (T-CPR) guidance by emergency medical services (EMS) dispatchers can improve CPR performance and, consequently, survival rates. Accordingly, the American Heart Association (AHA) has released performance standards for T-CPR in current practice to improve its quality. However, no study has examined T-CPR performance in Saudi Arabia. Therefore, this study aims to evaluate T-CPR performance in the Saudi Arabian EMS system.

Methods: A retrospective observation of OHCA calls in current practice was conducted in Riyadh, Saudi Arabia. OHCA calls were reviewed to identify those …

October 2023, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

Breast Cancer Awareness Month

MoveSpring Spooktacular Step Challenge

Gluten Free Halloween Puppy Chow

Understanding The Effect Of Counterfactual Explanations On Trust And Reliance On Ai For Human-Ai Collaborative Clinical Decision Making, Min Hun Lee, Chong Jun Chew

Research Collection School Of Computing and Information Systems

Artificial intelligence (AI) is increasingly being considered to assist human decision-making in high-stake domains (e.g. health). However, researchers have discussed an issue that humans can over-rely on wrong suggestions of the AI model instead of achieving human AI complementary performance. In this work, we utilized salient feature explanations along with what-if, counterfactual explanations to make humans review AI suggestions more analytically to reduce overreliance on AI and explored the effect of these explanations on trust and reliance on AI during clinical decision-making. We conducted an experiment with seven therapists and ten laypersons on the task of assessing post-stroke survivors' quality …

Comparing Two Telehealth Approaches For Treating Psychiatric Disorders In Primary Care, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Federally Qualified Health Centers (FQHCs) are community clinics that provide primary care in rural and other underserved areas. FQHCs often don’t have enough mental health specialists to treat patients with complex mental health conditions.

Mda Advocacy Report: 2023 To Date, And What’S Next, Jason Mashni Dds

The Journal of the Michigan Dental Association

This article is a recap of MDA legislative advocacy accomplishments and what is on the horizon for the remainder of 2023, written by the chair of the MDA Committee on Governmental and Insurance Affairs.

Patient And Provider Perceptions Of Rapid Telehealth Implementation During The Covid-19 Pandemic, Ryan G. Seibert, Amanda K. Stephenson, Aubrey Podell, Yuxiu Lei, Sheri Keitz

The Lahey Journal

Introduction: Despite unprecedented telehealth adoption during the COVID-19 pandemic, its post-pandemic preservation remains uncertain. Understanding key stakeholders’ perspectives on telehealth during the pandemic can inform evidence-based policies and promote effective, sustainable virtual-based care.

Methods: Patients and providers who completed telehealth visits during the early pandemic in primary care, subspecialty, and surgical outpatient clinics at a large community-based academic medical center in New England were surveyed via telephone interviews or electronic surveys. Thematic analyses of qualitative comments further characterized experiences.

Results: Of 1,729 eligible patients called, 969 were contacted and 778 participated (response rate 80.3% among contacted patients). Among 753 eligible …

A Retrospective Review Of 30-Day Hospital Readmission Risk After Open Heart Surgery In Patients With Atrial Fibrillation, Varun Ashutosh Rao, Genaro Deleon, Aish Thamba, Mindy Flanagan, Kathleen Nickel, Douglas Gray Md

Medical Student Research

Introduction

Readmission rates after open heart surgery (OHS) remain an important clinical issue. The causes are varied, with identifying risk factors potentially providing valuable information to reduce healthcare costs and the rate of post-operative complications. This study aimed to characterize the reasons for 30-day hospital readmission rates of patients after open heart surgery.

Methods

All patients over 18 years of age undergoing OHS at a community hospital from January 2020 through December 2020 were identified. Demographic data, medical history, operative reports, post-operative complications, and telehealth interventions were obtained through chart review. Descriptive statistics and readmission rates were calculated, along with …

Poster: Improving Emergency Department Belongings Inventory Electronic Medical Record Documentation, Shanekia Garrett, Stefanie Lai, Jairo Pagan, Wendy Lu, Katie Whitehead

2023 South Division Nursing Research Conference

Improving Emergency Department Belongings Inventory Electronic Medical Record Documentation Rates Background: Electronic Medical Record (EMR) education and training for RNs should be multifaceted and targeted to the RN clinical workflow. Input from direct care RNs is essential to ensure EMR education is relevant and effective. Shared Governance at a community hospital identified quality and safety concerns among inpatient RNs. RNs reported that belongings inventories were not consistently documented in the EMR for Emergency Department (ED) admissions. Hospital policy requires belongings inventory EMR documentation for all admitted patients. An audit of charts for ED admissions over three months revealed only 5% …

A Novel Fuzzy Relative-Position-Coding Transformer For Breast Cancer Diagnosis Using Ultrasonography, Yanhui Guo, Ruquan Jiang, Xin Gu, Heng-Da Cheng, Harish Garg

Computer Science Faculty and Staff Publications

Breast cancer is a leading cause of death in women worldwide, and early detection is crucial for successful treatment. Computer-aided diagnosis (CAD) systems have been developed to assist doctors in identifying breast cancer on ultrasound images. In this paper, we propose a novel fuzzy relative-position-coding (FRPC) Transformer to classify breast ultrasound (BUS) images for breast cancer diagnosis. The proposed FRPC Transformer utilizes the self-attention mechanism of Transformer networks combined with fuzzy relative-position-coding to capture global and local features of the BUS images. The performance of the proposed method is evaluated on one benchmark dataset and compared with those obtained by …