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Transiam: Aggregating Multi-Modal Visual Features With Locality For Medical Image Segmentation, Xuejian LI, Shiqiang MA, Junhai XU, Jijun TANG, Shengfeng HE, Fei GUO 2024 Central South University

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 …


January 2024, 2024 American Dental Association

January 2024

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

The January issue sets the foundation for Children’s Dental Health Month in February, the reader will find the following original content:

  • A cover commentary on Pediatric Dentistry
  • A feature article on “Silver Diamine Fluoride as a Caries Management Option for the Young Child”.
  • A feature on “Considerations Concerning Obesity-Related Education for Parents of Young Children”.
  • Professional advice commentary on “Staying Focused on a Moving Target: Coping …


Advocacy Spotlight: Telehealth Regulations For Dentistry Established, Neema Katibai JD 2024 Michigan Dental Association

Advocacy Spotlight: Telehealth Regulations For Dentistry Established, Neema Katibai Jd

The Journal of the Michigan Dental Association

The article discusses the rise of telehealth in the last three years and its implications for dentistry, focusing on recent rulemaking by the Michigan Board of Dentistry. The regulations address key aspects such as definitions, informed consent, scope of practice, and prescribing medications. Dentists must comply with HIPAA and state/federal privacy regulations when using telehealth. Notably, the rules restrict teledentistry delegation to allied personnel after an in-person visit within 24 months. The article emphasizes the importance of understanding and following these regulations for legal telehealth use, reimbursement, and malpractice coverage. The Michigan Dental Association advocates for sensible teledentistry laws to …


Engaging Chief Medical Officers To Improve Multidisciplinary Rounds, Gregory McCormack, Pranav C. Mehta 2023 HCA Healthcare

Engaging Chief Medical Officers To Improve Multidisciplinary Rounds, Gregory Mccormack, Pranav C. Mehta

HCA Healthcare Journal of Medicine

Background

Multidisciplinary rounds (MDRs), a model of care in which multiple members of the care team, representing different disciplines, come together to discuss the care of a patient in real-time. MDRs are a valuable tool for clinical teams to improve patient length of stay (LOS), reduce healthcare-associated infections, and increase care coordination. HCA Healthcare’s data science and performance improvement teams created a data visualization tool called Next-gen Analytics for Treatment and Efficiency (NATE) Tempo to support care teams in managing rounds and barriers.

Methods

A pilot implementation of MDRs using the NATE Tempo tool was initiated in 10 hospitals, accompanied …


Data Quality: Integral To Cauti Surveillance And Improvement In Non-Critical Care Units, Mary Grace Daria 2023 University of San Francisco

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 …


Regulation Of Health Ai Chatbots In Ontario, Mingi Chu 2023 Western University

Regulation Of Health Ai Chatbots In Ontario, Mingi Chu

Electronic Thesis and Dissertation Repository

Artificial Intelligence (AI) has made remarkable strides in healthcare, from revolutionizing medical imaging, patient support, research insight, and health education. However, a recent shift from query-based to interactive and regenerative AI presents a question of properly facilitating its development. Upon close inspection, regulations and policy adaptations lag behind the rapidly advancing field of medical AI which raises concerns over governance and societal implications. This paper explains some of the technical and ethical considerations surrounding the use of health AI applications with chatbots as a specific example. It evaluates the existing policies and regulations in Ontario, Canada, that govern the production …


Docai, Riley Badnin, Justin Brunings 2023 California Polytechnic State University, San Luis Obispo

Docai, Riley Badnin, Justin Brunings

Computer Science and Software Engineering

DocAI presents a user-friendly platform for recording, transcribing, summarizing, and classifying doctor-patient consultations. The application utilizes AssemblyAI for conversational transcription, and the user interface allows users to either live-record consultations or upload an existing MP3 file. The classification process, powered by 'ml-classify-text,' organizes the consultation transcription into SOAP (Subjective, Objective, Assessment, and Plan) format – a widely used method of documentation for healthcare providers. The result of this development is a simple yet effective interface that effectively plays the role of a medical scribe. However, the application is still facing challenges of inconsistent summarization from the AssemblyAI backend. Future work …


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 2023 University of Science and Technology of China

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: …


Assessing Virtual Versus In-Person Experiential Learning And Medical High-Fidelity Simulation In Medical Student Pediatric Clerkship Training, Andrew Mitchell Berry 2023 East Tennessee State University

Assessing Virtual Versus In-Person Experiential Learning And Medical High-Fidelity Simulation In Medical Student Pediatric Clerkship Training, Andrew Mitchell Berry

Electronic Theses and Dissertations

Simulation and experiential training have been incorporated into medical school training for decades. The utilization of medical simulations has become an invaluable tool in healthcare education and training. However, circumstances such as limited resources, geographical constraints, or global health crises may hinder the feasibility of conducting in-person medical simulations. In these scenarios, virtual medical simulations emerge as a compelling alternative. While there are many ways to accomplish experiential-based learning, many faculty and students feel Socratic learning styles provide the best learning experience.

As medical students had just finished a predominantly virtual preclinical year due to the COVID-19 pandemic, the research …


The Use Of Deception In Dementia-Care Robots: Should Robots Tell "White Lies" To Limit Emotional Distress?, Samuel R. COX, Grace CHEONG, Wei Tsang OOI 2023 Singapore Management University

The Use Of Deception In Dementia-Care Robots: Should Robots Tell "White Lies" To Limit Emotional Distress?, Samuel R. Cox, Grace Cheong, Wei Tsang Ooi

ROSA Journal Articles and Publications

With projections of ageing populations and increasing rates of dementia, there is need for professional caregivers. Assistive robots have been proposed as a solution to this, as they can assist people both physically and socially. However, caregivers often need to use acts of deception (such as misdirection or white lies) in order to ensure necessary care is provided while limiting negative impacts on the cared-for such as emotional distress or loss of dignity. We discuss such use of deception, and contextualise their use within robotics.


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 2023 SIT Graduate Institute/SIT Study Abroad

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 2023 University of North Carolina at Greensboro

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 …


Clinical Practice Implementation To Address Ascvd Risk: A Practice Change In Primary Care, Elizabeth Wooten 2023 University of St. Augustine for Health Sciences

Clinical Practice Implementation To Address Ascvd Risk: A Practice Change In Primary Care, Elizabeth Wooten

Student Scholarly Projects

Practice Problem: Heart disease stands as the leading cause of mortality in the United States. While healthcare providers strive to identify and optimize prevention strategies, particularly in high-risk patient populations, notable gaps in care persist, notably in the management of modifiable risk factors such as low-density lipoprotein cholesterol (LDL). By harnessing the power of artificial intelligence (AI) integrated software within clinical settings, we can revolutionize the landscape of this devastating chronic disease.

PICOT: The PICOT question that guided this project was: In Primary Care Advanced Practice Providers (APP) caring for high-risk and/or very high-risk patients with atherosclerotic cardiovascular disease (ASCVD) …


Medical Tourism & Communication, Alicia Mason 2023 Pittsburg State University

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 …


Perspective On The Utilization And The Outcome Of Digital Tools To Manage Chronic Diseases, Narjodh Singh 2023 University of Tennessee Health Science Center

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 …


The Impact Of Telehealth In Urgent Care Settings, Annie Dong 2023 University of Tennessee Health Science Center

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.


Importance Of Geriatrics In Psychiatric Postgraduate Education, Dr Anand R, Dr Kishor M, Dr Murali M R 2023 JSS Academy of Higher Education and Research

Importance Of Geriatrics In Psychiatric Postgraduate Education, Dr Anand R, Dr Kishor M, Dr Murali M R

Digital Journal of Clinical Medicine

Introduction

To assess the importance of Geriatrics in Psychiatric postgraduate education

Methodology

Marks allotted in question papers from Geriatrics in Psychiatry postgraduate examination from a university for a 5-year period was evaluated.

Discussion

1-6% of entire theory evaluation was related to Geriatric mental health topics predominantly on dementia and related disorders.


Psychiatric Morbidity And Dental Problems Among Women From Institutional Care, Meghana hanchate, Kishor M, Ashwini T S 2023 JSSAHER

Psychiatric Morbidity And Dental Problems Among Women From Institutional Care, Meghana Hanchate, Kishor M, Ashwini T S

Digital Journal of Clinical Medicine

No abstract provided.


November 2023, SWOSU Bulldog Wellness Committee 2023 Southwestern Oklahoma State University

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


Delivering Healthcare To The Underserved, Edward BOOTY 2023 Singapore Management University

Delivering Healthcare To The Underserved, Edward Booty

Asian Management Insights

Non-profits, governments, and businesses need to come together and use a data-driven approach to improve local basic healthcare access.


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