Open Access. Powered by Scholars. Published by Universities.®

Health Information Technology Commons

Open Access. Powered by Scholars. Published by Universities.®

Discipline
Institution
Keyword
Publication Year
Publication
Publication Type
File Type

Articles 1291 - 1320 of 3239

Full-Text Articles in Health Information Technology

Who And How: Telemedicine Eligibility And Participant Guidelines In The Ambulatory Setting, Tracy Jalbuena, Rebecca Hemphill, Megan Selvitelli, Jasmine Bishop, Adam Ouellette, Rachel Alfiero Jul 2022

Who And How: Telemedicine Eligibility And Participant Guidelines In The Ambulatory Setting, Tracy Jalbuena, Rebecca Hemphill, Megan Selvitelli, Jasmine Bishop, Adam Ouellette, Rachel Alfiero

Journal of Maine Medical Center

Introduction: Telehealth use has dramatically increased due to the COVID-19 pandemic. Yet there are significant gaps in evidence regarding the clinical appropriateness of synchronous visits for ambulatory telemedicine that are under the umbrella of telehealth and defined as video appointments between patients and providers. As a result, there are few sensible guidelines for day-to-day practice, resulting in a lack of standardization and risk of suboptimal care.

Methods: We developed patient inclusion/exclusion guidelines for use in ambulatory telemedicine. Complementary tools included guides on patient preparation, telemedicine physical exam, and provider etiquette. We analyzed telemedicine use by practice type and surveyed a …


Evaluasi Sistem Informasi Surveilans Malaria (Sismal) Di Wilayah Kerja Dinas Kesehatan Kota Malang, Muhammad Irvan Indrayana, Iwan Ariawan Jul 2022

Evaluasi Sistem Informasi Surveilans Malaria (Sismal) Di Wilayah Kerja Dinas Kesehatan Kota Malang, Muhammad Irvan Indrayana, Iwan Ariawan

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Malaria merupakan salah satu penyakit menular yang memiliki potensi tinggi dalam penyebarluasan penyakit. Berdasarkan dari Badan Pusat Statistik, Jawa Timur memiliki 7.256 kasus malaria suspek dan di kota Malang memiliki 11 kasus suspek pada tahun 2020 dan mayoritas berasal dari kasus impor dimana pasien berasal atau pernah melakukan perjalanan di luar wilayah Kota Malang yang kemudian merasakan gejala dan melakukan pemeriksaan di Kota Malang. Sistem Informasi Surveilans Malaria (SISMAL) adalah instrumen guna melakukan kegiatan pencatatan, pelaporan dan untuk meningkatkan validitas dan kelengkapan dalam pelaporan data malaria yang merupakan salah satu hal penting untuk mendukung terselenggaranya sistem Surveilans yang baik. Sistem …


Validitas Dan Reliabilitas Kuesioner Chinese Positive Youth Development Scales (Cpyds) Mengukur Keterampilan Hidup Pelajar Smp Di Babakan Madang Kabupaten Bogor 2019, Rahastiwi Fadilah Utami, Sabarinah Prasetyo, Dion Zein Nurizin Jul 2022

Validitas Dan Reliabilitas Kuesioner Chinese Positive Youth Development Scales (Cpyds) Mengukur Keterampilan Hidup Pelajar Smp Di Babakan Madang Kabupaten Bogor 2019, Rahastiwi Fadilah Utami, Sabarinah Prasetyo, Dion Zein Nurizin

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Masa remaja merupakan masa di mana individu mengalami peralihan dari anak-anak menjadi dewasa. Pada masa ini ada rasa keingintahuan yang besar dan banyak perubahan yang terjadi, akibatnya tidak sedikit remaja menghadapi berbagai masalah. Salah satu upaya untuk mempersiapkan remaja sehingga siap dan mampu menghadapi masalah adalah dengan membekali remaja keterampilan hidup. Pada tahun 2019, tim Pengabdian kepada Masyarakat FKM UI menerjemahkan kuesioner Chinese Positive Youth Development Scales (CPYDS) ke dalam bahasa Indonesia untuk mengukur keterampilan hidup siswa SMP di Babakan Madang. Data tersebut kemudian dianalisis lebih lanjut untuk tujuan melihat validitas dan reliabilitasnya. Validitas dinilai dengan korelasi point-biserial dan analisis …


Evaluasi Sistem Surveilans Tuberkulosis Di Dinas Kesehatan Kabupaten Banyumas Berdasarkan Pendekatan Sistem, Nadia Hasnanisa, Sabarinah Prasetyo, Arif Burhanudin Jul 2022

Evaluasi Sistem Surveilans Tuberkulosis Di Dinas Kesehatan Kabupaten Banyumas Berdasarkan Pendekatan Sistem, Nadia Hasnanisa, Sabarinah Prasetyo, Arif Burhanudin

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Kabupaten Banyumas sebagai wilayah dengan jumlah kasus TB tertinggi di Provinsi Jawa Tengah mengalami penurunan angka pelaporan kasus TB. Tujuan penelitian ini adalah mengetahui gambaran dan kesesuaian pelaksanaan surveilans TB dari segi input, proses, dan output di wilayah kerja Dinas Kesehatan Kabupaten Banyumas berdasarkan pedoman yang ada. Penelitian kualitatif deskriptif menggunakan data primer melalui wawancara, observasi, dan dokumentasi, dengan jumlah informan sebanyak 2 orang yang dipilih dengan metode purposive sampling. Beberapa komponen surveilans yang belum memenuhi standar yaitu jumlah petugas (Man), pelatihan bagi petugas (Man), pendanaan (Money), sarana transportasi (Material), alat TCM (Material), sarana kepustakaan (Material), …


Hubungan Aktivitas Fisik, Konsumsi Buah Dan Sayur, Serta Cek Kesehatan Rutin Terhadap Kejadian Hipertensi Pada Siswa/I Sma Sederajat Di Wilayah Kerja Puskesmas Sawangan, Kota Depok, Milla Herdayati, Andito Yahya, Anggi Anitia, Anna Yulianti, Maulidyah Ananda, Meita Chairunnisa, Meliana Putri, Nabilah Huwaida, Nafa Shahira Anglila S, Nafikhatul Khikmah, Rofiq Firzatullah, Rouli Felicia Jul 2022

Hubungan Aktivitas Fisik, Konsumsi Buah Dan Sayur, Serta Cek Kesehatan Rutin Terhadap Kejadian Hipertensi Pada Siswa/I Sma Sederajat Di Wilayah Kerja Puskesmas Sawangan, Kota Depok, Milla Herdayati, Andito Yahya, Anggi Anitia, Anna Yulianti, Maulidyah Ananda, Meita Chairunnisa, Meliana Putri, Nabilah Huwaida, Nafa Shahira Anglila S, Nafikhatul Khikmah, Rofiq Firzatullah, Rouli Felicia

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Hipertensi adalah salah satu penyakit tidak menular tanpa gejala dengan kematian tertinggi yang mulai berkembang pada remaja. Studi CDC menunjukkan 1 dari 25 remaja usia 12 hingga 19 tahun menderita Hipertensi. Sementara di Indonesia, terdapat 34,11% dengan usia di atas 18 tahun terdiagnosis hipertensi oleh dokter. Pada tingkat lebih kecil, dalam penelitian di kota Depok ditemukan 57,1% kasus hipertensi pada remaja di usia 12-25 tahun. Studi ini bertujuan untuk menganalisis faktor-faktor perilaku yang berhubungan dengan kejadian hipertensi di wilayah kerja puskesmas Sawangan. Metode penelitian menggunakan desain studi cross sectional dengan teknik cluster random sampling. Sampel penelitian adalah hasil randomisasi pada …


Hubungan Beban Kerja Tenaga Kesehatan Dengan Kelelahan Kerja Di Puskesmas Kecamatan Sukmajaya Kota Depok Selama Pandemi, Herma Krisdiana, Jaslis Iljas, Dumilah Ayuningtyas, Eny Juliati Jul 2022

Hubungan Beban Kerja Tenaga Kesehatan Dengan Kelelahan Kerja Di Puskesmas Kecamatan Sukmajaya Kota Depok Selama Pandemi, Herma Krisdiana, Jaslis Iljas, Dumilah Ayuningtyas, Eny Juliati

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Beban kerja merupakan salah satu faktor risiko yang menyebabkan terjadinya kelelahan. Situasi pandemi saat ini memberikan dampak nyata khususnya pada sektor kesehatan. WHO menetapkan COVID-19 sebagai pandemi pada tahun 2020. Dampak pandemi COVID-19 menyebabkan tenaga kesehatan sebagai sumberdaya penyedia layanan kesehatan dihadapkan pada situasi berbeda, salah satunya terjadi peningkatan pada tuntutan pekerjaan. Tingginya tuntutan pekerjaan yang diterima tenaga kesehatan akan menjadi penyebab beban kerja menjadi tinggi sehingga lebih berisiko mengalami kelelahan kerja. Penelitian ini bertujuan untuk mengetahui hubungan antara beban kerja dengan kelelahan kerja di Puskesmas Kecamatan Sukmajaya selama masa pandemi. Desain penelitian yang digunakan adalah cross sectional dengan pengumpulan …


What About Anosmia From Covid-19 ?, Sharanya S E Santhi, Sara Elnour, Steven B Lippmann Jul 2022

What About Anosmia From Covid-19 ?, Sharanya S E Santhi, Sara Elnour, Steven B Lippmann

The University of Louisville Journal of Respiratory Infections

No abstract provided.


Aligning The American Health Information Management Association Entry-Level Curricula Competencies And Career Map With Industry Job Postings: Cross-Sectional Study, Susan H Fenton, David T Marc, Angela Kennedy, Debra Hamada, Robert Hoyt, Karima Lalani, Connie Renda, Rebecca B Reynolds Jul 2022

Aligning The American Health Information Management Association Entry-Level Curricula Competencies And Career Map With Industry Job Postings: Cross-Sectional Study, Susan H Fenton, David T Marc, Angela Kennedy, Debra Hamada, Robert Hoyt, Karima Lalani, Connie Renda, Rebecca B Reynolds

Faculty, Staff and Student Publications

BACKGROUND: The field of health information management (HIM) focuses on the protection and management of health information from a variety of sources. The American Health Information Management Association (AHIMA) Council for Excellence in Education (CEE) determines the needed skills and competencies for this field. AHIMA's HIM curricula competencies are divided into several domains among the associate, undergraduate, and graduate levels. Moreover, AHIMA's career map displays career paths for HIM professionals. What is not known is whether these competencies and the career map align with industry demands.

OBJECTIVE: The primary aim of this study is to analyze HIM job postings on …


The Mission System: An Electronic Health Record For Medical Treatment In Guatemala, Tawniece M. Curry Jul 2022

The Mission System: An Electronic Health Record For Medical Treatment In Guatemala, Tawniece M. Curry

Dissertations

Abstract

Problem: The introduction of an electronic health record (EHR) system has become an essential component in monitoring and tracking patient information in most developed countries but are difficult to implement in underdeveloped countries. Guatemala is a country with poor health care and limited resources for patient tracking and monitoring. An organization in Guatemala, Nursing Heart Inc. (NHI), provides care to over 40 underserved rural communities but lacks the ability to monitor and track patient information. In order for NHI to properly monitor and evaluate their programs and track patients’ continuity of care, the introduction of an EHR system is …


China’S Internet Health Marketplace, Singapore Management University Jul 2022

China’S Internet Health Marketplace, Singapore Management University

Perspectives@SMU

Beijing wants to leverage the e-commerce sector’s expertise to address overcrowded hospitals and long waiting times


Implementing Antimicrobial Stewardship For Healthcare Providers In An Urgent Care Setting To Reduce Antibiotic Misuse For Respiratory Infections, Ashley Pauldin Jul 2022

Implementing Antimicrobial Stewardship For Healthcare Providers In An Urgent Care Setting To Reduce Antibiotic Misuse For Respiratory Infections, Ashley Pauldin

Doctor of Nursing Practice Projects

Background: Antimicrobial resistance has been identified as a major threat by the World Health Organization (WHO), and antimicrobial stewardship is a key strategy to overcome resistance. A major contributing factor to this crisis is the inappropriate use of antibiotic prescriptions in outpatient settings. Although evidence-based guidelines on appropriate treatment for acute upper respiratory infections (URIs) have been developed, the need for improving provider and patient awareness and knowledge in the urgent care setting is critical.

Purpose: The purpose of the DNP project was to implement antimicrobial stewardship guidelines in the urgent care facility to decrease the misuse of antibiotic prescribing …


Precision Dentistry In Practice, Diana V. Macri Jul 2022

Precision Dentistry In Practice, Diana V. Macri

Publications and Research

A paradigm shift is necessary to improve healthcare delivery and outcomes. Precision medicine and precision dentistry may be able to shift the burden of disease and improve the nation’s oral and overall health.


Michigan Plan For Appropriate Tailored Healthcare In Pregnancy Prenatal Care Recommendations: A Practical Guide For Maternity Care Clinicians, Alex Friedman Peahl, Mark Turrentine, Wanda Barfield, Sean C Blackwell, Christopher M Zahn Jul 2022

Michigan Plan For Appropriate Tailored Healthcare In Pregnancy Prenatal Care Recommendations: A Practical Guide For Maternity Care Clinicians, Alex Friedman Peahl, Mark Turrentine, Wanda Barfield, Sean C Blackwell, Christopher M Zahn

Faculty, Staff and Student Publications

Prenatal care is an important preventive service designed to improve the health of pregnant patients and their infants. Prenatal care delivery recommendations have remained unchanged since 1930, when the 12-14 in-person visit schedule was first established to detect preeclampsia. In 2020, the American College of Obstetricians and Gynecologists, in collaboration with the University of Michigan, convened a panel of maternity care experts to determine new prenatal care delivery recommendations. The panel recognized the need to include emerging evidence and experience, including significant changes in prenatal care delivery during the COVID-19 pandemic, pre-existing knowledge of the importance of individualized care plans, …


Medical Training In Home Care Medicine: The Time Is Now, Rachel K Miller, Melissa D Morgan-Gouveia, Linda V Decherrie Jul 2022

Medical Training In Home Care Medicine: The Time Is Now, Rachel K Miller, Melissa D Morgan-Gouveia, Linda V Decherrie

Faculty, Staff and Student Publications

No abstract provided.


Telerounding: A Scoping Review And Implications For Future Healthcare Practice, Natasha N Ludwig, Amanda E Child, Dasal Tenzin Jashar, Allison J Mostow, Ericka L Wodka Jul 2022

Telerounding: A Scoping Review And Implications For Future Healthcare Practice, Natasha N Ludwig, Amanda E Child, Dasal Tenzin Jashar, Allison J Mostow, Ericka L Wodka

Faculty, Staff and Student Publications

A diagnosis of autism spectrum disorder (ASD) provides access to interventions that are important for fostering development and improving quality of life. Thus, the timeliness of a diagnosis should not be limited by social-distancing limitations whenever possible. Despite this, clear guidance for transitioning autism diagnostic services to a telehealth model of care in the era of the COVID-19 pandemic is lacking. At our Institute, we have adapted our approach to ASD evaluation to promote continued access to evaluation services during this unprecedented time. The purpose of this case series is to provide examples of three different approaches to ASD differential …


Physician Assistant Global Advancement Through The Use Of Medical Relief Organizations, Kara Crafts Pa-C, Sarah Mistrot Pa-C, Mary Henningsgaard Pa-C, Kaley Morris Pa-C, Tamarrah Oliver Pa-C, Kevin Tran Pa-C, Trevor Crafts Md Jun 2022

Physician Assistant Global Advancement Through The Use Of Medical Relief Organizations, Kara Crafts Pa-C, Sarah Mistrot Pa-C, Mary Henningsgaard Pa-C, Kaley Morris Pa-C, Tamarrah Oliver Pa-C, Kevin Tran Pa-C, Trevor Crafts Md

Journal of Nursing & Interprofessional Leadership in Quality & Safety

Objectives: The physician assistant (PA) model has been adopted by many nations to alleviate health care disparities. The objective of the project is to understand how medical relief organizations are utilizing physician assistants and contributing to the advancement of the career globally.

Methods: A search was conducted to create a list of all U.S. based medical relief organizations. An 18-question online survey was sent to 493 organizations that met inclusion criteria.

Results: Total response rate of the survey was 56.2%. 75.6% of organizations reported using PAs on their medical relief projects, and PAs were used in clinic/hospital/and operative settings.

Conclusions: …


Whole Slide Image Data Utilization Informed By Digital Diagnosis Patterns, Kimberly Ashman, Huimin Zhuge, Erin Shanley, Sharon Fox, Shams Halat, Andrew Sholl, Brian Summa, J. Quincy Brown Jun 2022

Whole Slide Image Data Utilization Informed By Digital Diagnosis Patterns, Kimberly Ashman, Huimin Zhuge, Erin Shanley, Sharon Fox, Shams Halat, Andrew Sholl, Brian Summa, J. Quincy Brown

School of Medicine Faculty Publications

Context: Despite the benefits of digital pathology, data storage and management of digital whole slide images introduces new logistical and infrastructure challenges to traditionally analog pathology labs. Aims: Our goal was to analyze pathologist slide diagnosis patterns to determine the minimum number of pixels required during the diagnosis. Methods: We developed a method of using pathologist viewing patterns to vary digital image resolution across virtual slides, which we call variable resolution images. An additional pathologist reviewed the variable resolution images to determine if diagnoses could still be rendered. Results: Across all slides, the pathologists rarely zoomed in to the full …


Treating Cytokine Storm In Patients With Covid-19, Ahmed Abdelhaleem, Deekshitha Turaka, Shameera Shaik Masthan, Steven B Lippmann Jun 2022

Treating Cytokine Storm In Patients With Covid-19, Ahmed Abdelhaleem, Deekshitha Turaka, Shameera Shaik Masthan, Steven B Lippmann

The University of Louisville Journal of Respiratory Infections

No abstract provided.


Experience Of Telemedicine In Gastroenterology Out-Patient Practice During The Covid-19 Pandemic: Experiences From A Tertiary-Care Hospital In A Developing Country, Anjiya Shaikh, Maria Khan, Faisal Wasim Ismail Jun 2022

Experience Of Telemedicine In Gastroenterology Out-Patient Practice During The Covid-19 Pandemic: Experiences From A Tertiary-Care Hospital In A Developing Country, Anjiya Shaikh, Maria Khan, Faisal Wasim Ismail

Department of Medicine

Objective: Telemedicine is being widely implemented in the COVID-19 pandemic to avoid infection risk. However, its effectiveness has not been evaluated, especially in developing countries, where it is invaluable for healthcare access. This study assesses physicians' and patients' perspectives of the usefulness and challenges of telemedicine in the gastroenterology department to identify its pitfalls.
Methods: A cross-sectional telephonic survey was conducted on patients presenting to the gastroenterology department at a tertiary care hospital in Pakistan. An online survey was sent to physicians in the department.
Results: A total of 160 patients participated, with a mean age 49.8 years, and 42.8% …


Perspectives On Telemedicine From A National Study Of Youth In The United States, Margaret Wasvary Jun 2022

Perspectives On Telemedicine From A National Study Of Youth In The United States, Margaret Wasvary

Medical Student Research Symposium

Introduction: Telemedicine is increasingly popular with the recent surge in use due to the COVID-19 pandemic. Despite youth status as "tech natives," limited data are available on their perspectives on telemedicine. Our study seeks to understand youth telemedicine knowledge, prior experiences, preferences for use, and the impact of COVID-19 on these perspectives. Methods: Participants in MyVoice, a national text message cohort of U.S. youth age 14-24, were sent five open-ended questions in October 2019 and October 2020. A codebook was iteratively developed by using inductive analysis. Responses were independently coded by two investigators, with discrepancies resolved by discussion or a …


The Short-Term Effects Of Fine Airborne Particulate Matter And Climate On Covid-19 Disease Dynamics, El Hussain Shamsa, Kezhong Zhang Jun 2022

The Short-Term Effects Of Fine Airborne Particulate Matter And Climate On Covid-19 Disease Dynamics, El Hussain Shamsa, Kezhong Zhang

Medical Student Research Symposium

Background: Despite more than 60% of the United States population being fully vaccinated, COVID-19 cases continue to spike in a temporal pattern. These patterns in COVID-19 incidence and mortality may be linked to short-term changes in environmental factors.

Methods: Nationwide, county-wise measurements for COVID-19 cases and deaths, fine-airborne particulate matter (PM2.5), and maximum temperature were obtained from March 20, 2020 to March 20, 2021. Multivariate Linear Regression was used to analyze the association between environmental factors and COVID-19 incidence and mortality rates in each season. Negative Binomial Regression was used to analyze daily fluctuations of COVID-19 cases …


Understanding The Efficacy Of Telehealth In Pediatric Occupational Therapy, Katheren Bettermann Jun 2022

Understanding The Efficacy Of Telehealth In Pediatric Occupational Therapy, Katheren Bettermann

University Honors Theses

In response to the COVID-19 pandemic, the American Occupational Therapy Association (AOTA) expanded telehealth, an electronic health care service, to virtually treat patients. Many occupational therapy and public health scholars are researching the effectiveness of telehealth for all age groups or for adults only. The purpose of this study is to understand the efficacy of telehealth as a pediatric occupational therapy modality and expose variables effecting treatment quality.

I created a survey in Qualtrics, a web-based software. The target population was pediatric occupational therapists (OTs) licensed in Oregon. Qualitative and quantitative questions addressed respondent qualifications, telehealth and pediatric occupational therapy …


Patient Portal Use And Patient Education Materials Access Among Mississippi Adult Residents, Anna K. Swann Jun 2022

Patient Portal Use And Patient Education Materials Access Among Mississippi Adult Residents, Anna K. Swann

Dissertations

Patient education plays a vital role in improving the health outcomes of patients with chronic diseases and helps prevent illness in otherwise healthy individuals. Patient portals allow patients to access their EHRs, communicate with their healthcare providers, and access patient education materials. Despite the potential for patient portals and education materials to improve health outcomes, many barriers prevent patients from utilizing them. Uneducated patients are more likely to participate in risky health behaviors, which leads to poor health outcomes. Poor health outcomes lead to higher medical costs. Mississippi has a high rate of chronic diseases. Suppose the barriers to patient …


Mobile Health Applications For Postpartum Depression Management: A Theory-Informed Analysis Of Change-Use-Engagement (Cue) Criteria In The Digital Environment, Alexandra Zingg, Laura Carter, Deevakar Rogith, Sudhakar Selvaraj, Amy Franklin, Sahiti Myneni Jun 2022

Mobile Health Applications For Postpartum Depression Management: A Theory-Informed Analysis Of Change-Use-Engagement (Cue) Criteria In The Digital Environment, Alexandra Zingg, Laura Carter, Deevakar Rogith, Sudhakar Selvaraj, Amy Franklin, Sahiti Myneni

Faculty, Staff and Student Publications

Postpartum Depression (PPD) is the most common childbirth complication, with approximately 15% of postpartum women experiencing depression symptoms. Mobile applications have potential to expand delivery of mental health interventions. However, our understanding of how these tools engage women with PPD and facilitate positive behavioral changes is limited. In our paper, we analyze 15 commercial PPD applications to understand their role as facilitators of change, engagement, and sustained use. Applications reviewed contained an average of four theory-based behavioral change techniques, and highest patient engagement level reached was to empower patients through patient-generated data. Heuristic violations were identified in areas including user …


Leveraging Context Patterns For Medical Entity Classification, Garrett Johnston Jun 2022

Leveraging Context Patterns For Medical Entity Classification, Garrett Johnston

Computer Science Senior Theses

The ability of patients to understand health-related text is important for optimal health outcomes. A system that can automatically annotate medical entities could help patients better understand health-related text. Such a system would also accelerate manual data annotation for this low-resource domain as well as assist in down- stream medical NLP tasks such as finding textual similarity, identifying conflicting medical advice, and aspect-based sentiment analysis. In this work, we investigate a state-of-the-art entity set expansion model, BootstrapNet, for the task of medical entity classification on a new dataset of medical advice text. We also propose EP SBERT, a simple model …


Codem: Conditional Domain Embeddings For Scalable Human Activity Recognition, Abu Zaher Md Faridee, Avijoy Chakma, Zahid Hasan, Nirmalya Roy, Archan Misra Jun 2022

Codem: Conditional Domain Embeddings For Scalable Human Activity Recognition, Abu Zaher Md Faridee, Avijoy Chakma, Zahid Hasan, Nirmalya Roy, Archan Misra

Research Collection School Of Computing and Information Systems

We explore the effect of auxiliary labels in improving the classification accuracy of wearable sensor-based human activity recognition (HAR) systems, which are primarily trained with the supervision of the activity labels (e.g. running, walking, jumping). Supplemental meta-data are often available during the data collection process such as body positions of the wearable sensors, subjects' demographic information (e.g. gender, age), and the type of wearable used (e.g. smartphone, smart-watch). This information, while not directly related to the activity classification task, can nonetheless provide auxiliary supervision and has the potential to significantly improve the HAR accuracy by providing extra guidance on how …


Rhythmedge: Enabling Contactless Heart Rate Estimation On The Edge, Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra Jun 2022

Rhythmedge: Enabling Contactless Heart Rate Estimation On The Edge, Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra

Research Collection School Of Computing and Information Systems

The primary contribution of this paper is designing and prototyping a real-time edge computing system, RhythmEdge, that is capable of detecting changes in blood volume from facial videos (Remote Photoplethysmography; rPPG), enabling cardio-vascular health assessment instantly. The benefits of RhythmEdge include non-invasive measurement of cardiovascular activity, real-time system operation, inexpensive sensing components, and computing. RhythmEdge captures a short video of the skin using a camera and extracts rPPG features to estimate the Photoplethysmography (PPG) signal using a multi-task learning framework while offloading the edge computation. In addition, we intelligently apply a transfer learning approach to the multi-task learning framework to …


Linking Online Vaccine Information Seeking To Vaccination Intention In The Context Of The Covid-19 Pandemic, Han Zheng, Shaohai Jiang, Sonny Rosenthal Jun 2022

Linking Online Vaccine Information Seeking To Vaccination Intention In The Context Of The Covid-19 Pandemic, Han Zheng, Shaohai Jiang, Sonny Rosenthal

Research Collection College of Integrative Studies

This study examines how online vaccine information seeking is related to vaccination intention in the United States and China during the initial stage of their coronavirus disease 2019 vaccination programs. Analysis of the pooled sample showed a positive relationship between online vaccine information seeking and vaccination intention. There was also a negative indirect effect via perceived information overload, vaccine risk perception, and negative affective response. Multigroup analysis revealed differences between the United States and China. This study highlights the bright and dark sides of online health information during a global pandemic and has practical implications for communication campaigns to promote …


Patient Efficacy In Telehealth Is Moderated By Distress Among Patients With Cancer: A Cross-Sectional Survey Study, Joseph Mccollom Do, Rachel Pfafman, Michelle Drouin, Mindy Flanagan, Tammy Toscos Phd Jun 2022

Patient Efficacy In Telehealth Is Moderated By Distress Among Patients With Cancer: A Cross-Sectional Survey Study, Joseph Mccollom Do, Rachel Pfafman, Michelle Drouin, Mindy Flanagan, Tammy Toscos Phd

PCI Publications and Projects

Low emotional distress and high confidence with tech impacts cancer patients’ choice of in person or telehealth visits.


Frequency Of Use And Preferences For Information And Communication Technologies In Patients With Sleep Apnea: A Multicenter, Multinational, Observational Cross-Sectional Survey Study, Veronica R. Jaritos, Emanuel Vanegas, Juan Facundo Nogueira, Sebastian Leiva Agüero, Vanina Giovini, Jorge Rey De Castro, Yadira Rodríguez Reyes, José Luis Carrillo Alduenda, Pammela Torres Gittaim, Zaira Romero, Azza Sarfraz Jun 2022

Frequency Of Use And Preferences For Information And Communication Technologies In Patients With Sleep Apnea: A Multicenter, Multinational, Observational Cross-Sectional Survey Study, Veronica R. Jaritos, Emanuel Vanegas, Juan Facundo Nogueira, Sebastian Leiva Agüero, Vanina Giovini, Jorge Rey De Castro, Yadira Rodríguez Reyes, José Luis Carrillo Alduenda, Pammela Torres Gittaim, Zaira Romero, Azza Sarfraz

Department of Paediatrics and Child Health

Background: Obstructive sleep apnea (OSA) is a condition characterized by repeated episodes of partial or complete obstruction of the upper airway during sleep. An accessible method to facilitate self-management education is through information and communication technologies (ICTs).
Purpose: To assess the frequency of and preferences for ICT use in patients with sleep apnea.
Methods: A multicenter, multinational, observational cross-sectional survey study was conducted between 2018 and 2019 in sleep units in different countries of Latin America, including patients of both genders older than 18 years with a diagnosis of sleep apnea. Participants were asked to complete 20 questions in a …