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2021

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Full-Text Articles in Health Information Technology

Relationship Between Nurses’ Readiness And Institutional Readiness In Developing Nursing Career Paths In Public Health Centers, Tuti Afriani, Rr. Tutik Sri Hariyati, Dyah Fitri Wulandari Mar 2021

Relationship Between Nurses’ Readiness And Institutional Readiness In Developing Nursing Career Paths In Public Health Centers, Tuti Afriani, Rr. Tutik Sri Hariyati, Dyah Fitri Wulandari

Jurnal Keperawatan Indonesia

Nursing career paths in public health centers have not been well established compared with nurses in hospitals. It is because the nursing career path has a different organizing system, which then becomes an obstacle in implementing the career path for nurses in primary health care. Therefore, this study aimed to identify the relationship between institutional and nurses’ readiness in implementing nursing career paths within public health centers. A cross-sectional study design with questionnaire as instrument was used in this research. A consecutive sampling technique was used to select 93 nurses from 13 public health centers. Furthermore, to identify the objective …


Patient Characteristics Related To Phlebitis In The East Coast Of Peninsular Malaysia Hospital, Azlina Daud, Fatimah Mohamad Mar 2021

Patient Characteristics Related To Phlebitis In The East Coast Of Peninsular Malaysia Hospital, Azlina Daud, Fatimah Mohamad

Jurnal Keperawatan Indonesia

The insertion of peripheral intravenous catheters (PIVCs) is common for treatment among hospitalized patients. However, this procedure usually fails before the end of therapy because of several complications, including phlebitis. Therefore, this study aimed to determine the incidence and associated factors of phlebitis among patients with PIVC. A prospective cohort study was conducted in one of the hospitals located in East Coast Malaysia. The presence of phlebitis was assessed using the visual infusion phlebitis score checklist. The patients were followed until PIVC removal. A total of 321 data were collected among patients who received a new PIVC in the medical, …


Manfaat Penggunaan Mobile Health (M-Health) Dalam Pencatatan Dan Pelaporan Kesehatan Ibu, Ayu Diah Permatasari, Indang Trihandini, Ryza Jazid Bahar, Rico Kurniawan Mar 2021

Manfaat Penggunaan Mobile Health (M-Health) Dalam Pencatatan Dan Pelaporan Kesehatan Ibu, Ayu Diah Permatasari, Indang Trihandini, Ryza Jazid Bahar, Rico Kurniawan

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Kesehatan ibu masih menjadi masalah kesehatan prioritas. Salah satu upaya yang sudah dilakukan pemerintah adalah melakukan pencatatan dan pelaporan kesehatan ibu, yang diberi nama Pemantauan Wilayah Setempat Kesehatan Ibu dan Anak (PWS KIA). Namun, PWS KIA tersebut dinilai mengalami banyak kendala. Salah satu penyebabnya yaitu pelaksanaan PWS KIA yang masih menggunakan paper-based. Tujuan dari penelitian ini adalah untuk mengetahui manfaat penggunaan mHealth dalam pencatatan dan pelaporan kesehatan ibu. Metode yang digunakan adalah scoping review dari literatur yang diterbitkan lima tahun terakhir di pubmed dan google scholar yang membahas mengenai mHealth dalam pencatatan dan pelaporan kesehatan ibu. Hasil penelitian menunjukkan …


Systematic Literature Review: Pengaruh Negatif Stunting Terhadap Perkembangan Kognitif Anak, Aprilia Daracantika, Ainin Ainin, Besral Besral Mar 2021

Systematic Literature Review: Pengaruh Negatif Stunting Terhadap Perkembangan Kognitif Anak, Aprilia Daracantika, Ainin Ainin, Besral Besral

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Satu dari tiga anak di Indonesia mengalami stunting. Stunting dapat berdampak terhadap perkembangan motorik dan verbal, peningkatan penyakit degeneratif, kejadian kesakitan dan kematian. Selain itu, keadaan stunting akan mengakibatkan pertumbuhan dan perkembangan sel-sel neuron terhambat sehingga mempengaruhi perkembangan kognitif pada anak. Dampak yang ditimbulkan oleh stunting terhadap perkembangan kognitif pada anak bervariasi, oleh karenanya penelitian ini bertujuan untuk mengetahui apa saja dampak stunting terhadap kemampuan kognitif pada anak. Metode yang digunakan adalah systematic literature review yang diambil dari jurnal nasional dan jurnal internasional. Penelusuran sumber pustaka dalam artikel ini melalui database Pubmed dan Google Scholar tahun 2010-2020.Berdasarkan hasil telaah didapatkan …


International Respiratory Infections Society Covid Research Conversations: Podcast 3 With Dr. Antoni Torres, Julio A. Ramirez, Antoni Torres Mar 2021

International Respiratory Infections Society Covid Research Conversations: Podcast 3 With Dr. Antoni Torres, Julio A. Ramirez, Antoni Torres

The University of Louisville Journal of Respiratory Infections

Section(s) Topics

1–4 Introductions

5 “Spanish” influenza

6–9 Dr. Torres’ personal thoughts and experiences

10 COVID-19 hospitalizations in Barcelona

11 A threatening phone call

12–13 Origin of the CIBERESUCICOVID project

14 Baseline characteristics

15 Bloodwork at hospital admission; ICU admission vs. day 3

16 Treatments

17 Complications

18 Outcomes related to interventions

19 Viral RNA load in plasma associated with critical illness and dysregulated response

20 Follow-up with health care workers

21 Medical education

22 Conclusions

23–26 Interleukin 6

27–29 Ventilatory approach

30–33 Post-COVID syndrome

34–38 Impact on health care workers

39–41 Holidays and COVID-19 infection

42–43 New paradigm for …


A New Chapter In The Life Of The Journal, Julio A. Ramirez Mar 2021

A New Chapter In The Life Of The Journal, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

No abstract provided.


A Transition Of Uljri Leadership, Forest W. Arnold, Jose Bordon Mar 2021

A Transition Of Uljri Leadership, Forest W. Arnold, Jose Bordon

The University of Louisville Journal of Respiratory Infections

No abstract provided.


Changing Needs Of Individuals With Disabilities In The Time Of Covid-19 As Observed By A Family Navigation Program In Miami, Fl, Gabriella Llano, Allison Kumnick, Jean-Paul Bryant Ms, Nancy Torres Ms, Jeffrey Brosco Md, Phd, Maite Schenker Phd Mar 2021

Changing Needs Of Individuals With Disabilities In The Time Of Covid-19 As Observed By A Family Navigation Program In Miami, Fl, Gabriella Llano, Allison Kumnick, Jean-Paul Bryant Ms, Nancy Torres Ms, Jeffrey Brosco Md, Phd, Maite Schenker Phd

Developmental Disabilities Network Journal

The Family Navigator Program (FNP) is designed to help families navigate the complex system of services available to people with intellectual and developmental disabilities (I/DD), chronic health conditions, mental health issues, and other special health care needs. Based at the Mailman Center for Child Development at the University of Miami, the FNP is free and available to all families in South Florida. Most families enrolled in the FNP are receiving medical services from a university clinic; however, the program also accepts referrals from outside agencies and self-referrals. The aim of this study was to investigate the needs of families enrolled …


International Respiratory Infections Society Covid Research Conversations: Podcast 2 With Dr. Michael S. Niederman And Dr. Edward J. Schenck, Julio A. Ramirez, Michael S. Niederman, Edward J. Schenck Mar 2021

International Respiratory Infections Society Covid Research Conversations: Podcast 2 With Dr. Michael S. Niederman And Dr. Edward J. Schenck, Julio A. Ramirez, Michael S. Niederman, Edward J. Schenck

The University of Louisville Journal of Respiratory Infections

Section(s) Topics

1–4 Introductions

5 COVID-19 in New York City

6–7 Telemedicine, long-term sequelae

8 Development of a multi-disciplinary ICU team

9–10 Treatment of ARDS, COVID-19 pathogenesis

11–12 Prioritizing treatment at research

13 Challenges in tracing the natural history of severe COVID-19

14–15 Experience with mechanically ventilated patients; non-pulmonary organ failure

16–17 Mapping COVID-19 trajectories by SOFA score

18–20 Findings: additive organ dysfunction, improving vs. worsening trajectory

21 ARDS therapeutic approaches

22 Clinical trials involving Cornell

23–25 Lessons learned: patient care, research, education, caring for critical care workers

26–30 2021 predictions: improved therapies and research, endemic COVID-19, vaccines

31–33 Prioritizing …


March 2021, Swosu Bulldog Wellness Committee Mar 2021

March 2021, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

March is National Nutrition Month! What's on YOUR plate?


Predictive Modeling Of Fmol Health System Utilization Using Machine Learning Algorithms And Retrospective Study Of Covid Tested Patients, Ramyakrishna Tummala Mar 2021

Predictive Modeling Of Fmol Health System Utilization Using Machine Learning Algorithms And Retrospective Study Of Covid Tested Patients, Ramyakrishna Tummala

LSU Master's Theses

Overutilization of Emergency Departments (ED) is a major problem among the health care providers in the United States. In this research, a machine learning-based predictive model for predicting ED high utilizers will be designed based on a set of existing and proposed facilities and the population and social determinant of health (SDOH) factors influencing utilization. The purpose of the model will be to alert the healthcare systems and government organizations by identifying the reasons for overutilization of the medical services among the people in a particular community. Also, the novel coronavirus disease 2019 (COVID-19) developed in Whunan city, China has …


There's An App For That: Promoting Health App Use In Rural Ireland, Noor Yahya, Marcus Simon Mar 2021

There's An App For That: Promoting Health App Use In Rural Ireland, Noor Yahya, Marcus Simon

Undergraduate Research Symposium

Problem Statement: Smartphones and mobile applications (commonly referred to as apps) were first introduced in the late 20th century and early 21st century. Due to the public’s time constraints, lack of transportation, lack of medical insurance, and a growing desire for healthier lifestyles, the total global mHealth market forecast to reach 100 billion dollars in 2021 – a fivefold increase from 21 billion in 2016. mHealth apps have been successfully used for health promotion activities but barriers such as lack of knowledge and comfort in using health apps exist.

Purpose: Evaluate readiness of a rural community and the …


Digital Contract Tracing In The Workplace, Alexandra Kiosse Mar 2021

Digital Contract Tracing In The Workplace, Alexandra Kiosse

Washington Journal of Law, Technology & Arts

The COVID-19 pandemic has affected the way businesses run and operate in the United States. With the dire need to keep employees safe, digital contact tracing has become the most efficient mechanism for controlling the spread of the virus within places of employment. However, information privacy laws come into tension with the use of employee health data by employers and third parties. This Article proposes a careful balance between contact tracing and maintaining employees’ privacy as they share health and proximity data with digital contact tracing applications in the workplace.


Defining Early And Late Clinical Outcomes In Patients With Sars-Cov-2 Pneumonia, Julio A. Ramirez, Jose Bordon, Rodrigo Cavallazzi, Stephen P. Furmanek, Jiapeng Huang, Timothy L. Wiemken, Forest W. Arnold Mar 2021

Defining Early And Late Clinical Outcomes In Patients With Sars-Cov-2 Pneumonia, Julio A. Ramirez, Jose Bordon, Rodrigo Cavallazzi, Stephen P. Furmanek, Jiapeng Huang, Timothy L. Wiemken, Forest W. Arnold

The University of Louisville Journal of Respiratory Infections

No abstract provided.


Ion Pairing And Dielectric Decrement In Glycosaminoglycan Brushes, James D. Sterling, Wenjuan Jiang, Wesley M. Botello-Smith, Yun L. Luo Mar 2021

Ion Pairing And Dielectric Decrement In Glycosaminoglycan Brushes, James D. Sterling, Wenjuan Jiang, Wesley M. Botello-Smith, Yun L. Luo

Business and Information Technology Faculty Research & Creative Works

Cell−surface polysaccharides are essential to many aspects of physiology, serving as a highly conserved evolutionary feature of life and as an important part of the innate immune system in mammals. Here, as simplified biophysical models of these sugar coatings, we present results of molecular dynamics simulations of hyaluronic acid and heparin brushes that show important effects of ion pairing, water dielectric decrease, and coion exclusion. As in prior studies of macromolecular crowding under physiologically relevant salt concentrations, our results show equilibria with electroneutrality attained through screening and pairing of brush anionic charges by monovalent cations at the atomistic detail. Most …


H1n1 Influenza Virus (Swine Flu): A Comprehensive Insight Into Escalating Catch-22 Scenarios, Muhammad Shahzaib, Ehsan Ul Haq Mar 2021

H1n1 Influenza Virus (Swine Flu): A Comprehensive Insight Into Escalating Catch-22 Scenarios, Muhammad Shahzaib, Ehsan Ul Haq

The University of Louisville Journal of Respiratory Infections

Introduction: Viruses have always been a major cause of various disastrous pandemics in mankind’s history. H1N1 became a threat when its original strain was first discovered back in the swine flu pandemic of 2009. It became highly catastrophic on a large scale because none of the therapeutic interventions and methodologies that were already present at the time were effective against the virus.

Methods: A vast amount of literature and research is available regarding H1N1 influenza from different reputable sources online. The data were gathered with the contrasting and relative situations of 1918 and 2009 pandemics in mind. The overall extracted …


International Respiratory Infections Society Covid Research Conversations: Podcast 1 With Dr. Francesco Blasi, Julio A. Ramirez Md, Francesco Blasi Md, Phd Mar 2021

International Respiratory Infections Society Covid Research Conversations: Podcast 1 With Dr. Francesco Blasi, Julio A. Ramirez Md, Francesco Blasi Md, Phd

The University of Louisville Journal of Respiratory Infections

Section(s) Topics

1–2 Introductions

3 Foundations of best practice

4 COVID-19 as stimulus for innovation

5 Adapting and evolving therapeutic approach

6 Age and comorbidities as risk factors

7 Over-capacity ICU

8 Adapting the ER for COVID-19

9 Training personnel for COVID-19

10 Psychological support, healthcare heroes, and COVID fatigue

11 Increased oxygen requirement

12–13 Milan’s multi-disciplinary unit

14 Standardizing respiratory support measures

15 Nutrition, sedation, and life support

16 CPAP successes and failures

17 Prone and lateral positioning of patients on CPAP

18 Different COVID-19 phenotypes?

19 Thromboembolism risk score, age, and comorbidities

20 Cardiorespiratory considerations: hypertension, echocardiography

21 …


Pediatric Wound Care: Establishing A Consensus Group To Develop Clinical Practice Guidelines, Ryan Krasnosky, Geran Barton, Linda Highfield, Sheila Martinez, Stephen Linder, Edward Buchanan, Angelo P. Giardino Mar 2021

Pediatric Wound Care: Establishing A Consensus Group To Develop Clinical Practice Guidelines, Ryan Krasnosky, Geran Barton, Linda Highfield, Sheila Martinez, Stephen Linder, Edward Buchanan, Angelo P. Giardino

Journal of Nursing & Interprofessional Leadership in Quality & Safety

Introduction. Wound care practices for neonatal and pediatric patients have created a lack of standardized evidence-based guidelines for treatments in clinical practices. Unfortunately, published clinical guidelines for the evaluation and management of wounds in pediatric populations is limited. Consensus groups are used to develop clinical guidelines which define key aspects of the quality of health care, particularly appropriate indications for interventions. The aim of this initiative was to conduct the first two steps of the guideline development process, and to report on the findings from the expert consensus group for pediatric wound care.

Methods. The goal was to recruit a …


Exploring Pediatric Tele-Rheumatology Practices During Covid-19: A Survey Of The Prcoin Network., Y Ingrid Goh, Danielle R. Bullock, Janalee Taylor, Rajdeep Pooni, Tzielan C. Lee, Sheetal S. Vora, Cagri Yildirim-Toruner, Esi M. Morgan, Nancy Pan, Julia G. Harris, Andrew Warmin, Kendra Wiegand, Jon M. Burnham, Fatima Barbar-Smiley Mar 2021

Exploring Pediatric Tele-Rheumatology Practices During Covid-19: A Survey Of The Prcoin Network., Y Ingrid Goh, Danielle R. Bullock, Janalee Taylor, Rajdeep Pooni, Tzielan C. Lee, Sheetal S. Vora, Cagri Yildirim-Toruner, Esi M. Morgan, Nancy Pan, Julia G. Harris, Andrew Warmin, Kendra Wiegand, Jon M. Burnham, Fatima Barbar-Smiley

Manuscripts, Articles, Book Chapters and Other Papers

Healthcare providers were rapidly forced to modify the way they practiced medicine during the coronavirus disease 2019 (COVID-19) pandemic. Many providers transitioned from seeing their patients in person to virtually using telemedicine platforms with limited training and experience using this medium. In pediatric rheumatology, this was further complicated as musculoskeletal exams typically require hands-on assessment of patients. The objective of this study was to examine the adoption of telemedicine into pediatric rheumatology practices, to assess its benefits and challenges, and to gather opinions on its continued use. A survey was sent to the lead representatives of each Pediatric Rheumatology Care …


The Relationship Between Dark Triad Personality Traits And Sexting Behaviors Among Adolescents And Young Adults Across 11 Countries., Mara Morelli, Flavio Urbini, Dora Bianchi, Roberto Baiocco, Elena Cattelino, Fiorenzo Laghi, Piotr Sorokowski, Michal Misiak, Martyna Dziekan, Heather Hudson, Alexandra Marshall, Thanh Truc T Nguyen, Lauren Mark, Kamil Kopecky, René Szotkowski, Ezgi Toplu Demirtaş, Joris Van Ouytsel, Koen Ponnet, Michel Walrave, Tingshao Zhu, Ya Chen, Nan Zhao, Xiaoqian Liu, Alexander Voiskounsky, Nataliya Bogacheva, Maria Ioannou, John Synnott, Kalliopi Tzani-Pepelasi, Vimala Balakrishnan, Moses Okumu, Eusebius Small, Silviya Pavlova Nikolova, Michelle Drouin, Antonio Chirumbolo Mar 2021

The Relationship Between Dark Triad Personality Traits And Sexting Behaviors Among Adolescents And Young Adults Across 11 Countries., Mara Morelli, Flavio Urbini, Dora Bianchi, Roberto Baiocco, Elena Cattelino, Fiorenzo Laghi, Piotr Sorokowski, Michal Misiak, Martyna Dziekan, Heather Hudson, Alexandra Marshall, Thanh Truc T Nguyen, Lauren Mark, Kamil Kopecky, René Szotkowski, Ezgi Toplu Demirtaş, Joris Van Ouytsel, Koen Ponnet, Michel Walrave, Tingshao Zhu, Ya Chen, Nan Zhao, Xiaoqian Liu, Alexander Voiskounsky, Nataliya Bogacheva, Maria Ioannou, John Synnott, Kalliopi Tzani-Pepelasi, Vimala Balakrishnan, Moses Okumu, Eusebius Small, Silviya Pavlova Nikolova, Michelle Drouin, Antonio Chirumbolo

Health Services and Informatics Research

BACKGROUND: Sexting is an increasingly common phenomenon among adolescents and young adults. Some studies have investigated the role of personality traits in different sexting behaviors within mainstream personality taxonomies like Big Five and HEXACO. However, very few studies have investigated the role of maladaptive personality factors in sexting. Therefore, the present study investigated the relationship between Dark Triad Personality Traits and experimental (i.e., sharing own sexts), risky (i.e., sexting under substance use and with strangers), and aggravated sexting (i.e., non-consensual sexting and sexting under pressure) across 11 countries.

METHODS: An online survey was completed by 6093 participants (Mage = 20.35; …


An Update On The Leading Covid-19 Vaccines, Ahmed A. Eladely, Javaria Anwer Mbbs, Ashwini Gotimukul Mbbs, Manish Kc Mbbs, Jessica Petrey Msls, Alex Glynn Ma, Ruth M. Carrico Phd, Dnp, Julio A. Ramirez Md Mar 2021

An Update On The Leading Covid-19 Vaccines, Ahmed A. Eladely, Javaria Anwer Mbbs, Ashwini Gotimukul Mbbs, Manish Kc Mbbs, Jessica Petrey Msls, Alex Glynn Ma, Ruth M. Carrico Phd, Dnp, Julio A. Ramirez Md

The University of Louisville Journal of Respiratory Infections

We reviewed the COVID-19 vaccines that reached phase III of clinical development. For each of the 10 vaccines identified, we described the technology used for vaccine development, the available data from phase III clinical trials, data on vaccine safety, and the role of new SARS-CoV-2 variants on vaccine efficacy.


Implementation Of Telephone-Based Medication Adherence Conferences To Improve Health Outcomes Of Heart Failure Patients, Diana Marie Broadway Mar 2021

Implementation Of Telephone-Based Medication Adherence Conferences To Improve Health Outcomes Of Heart Failure Patients, Diana Marie Broadway

The Eleanor Mann School of Nursing DNP Capstone Projects

Cardiovascular disease (CVD) has been a significant health problem worldwide and is the leading cause of death globally. Heart failure (HF) is a chronic progressive form of CVD that affects millions of adults in the United States. The treatment for heart failure is very complex and requires an ongoing regimen of medications. In heart failure, many patients report nonadherence to their medication regimens, which leads to a magnitude of preventable deaths annually. With frequent medication nonadherence of the HF patients, there must be an intervention used to combat this problem. The use of telephone-based interventions (TBI) can modify nonadherent medication-taking …


A Mobile App For Delirium Screening, Brett Armstrong, Daniel Habtemariam, Erica Husser, Douglas L. Leslie, Marie Boltz, Yoojin Jun, Donna M. Fick, Sharon K. Inouye, Edward R. Marcantonio, Long H. Ngo Mar 2021

A Mobile App For Delirium Screening, Brett Armstrong, Daniel Habtemariam, Erica Husser, Douglas L. Leslie, Marie Boltz, Yoojin Jun, Donna M. Fick, Sharon K. Inouye, Edward R. Marcantonio, Long H. Ngo

Osteopathic Medicine Student Publications

Objective: The objective of this study is to describe the algorithm and technical implementation of a mobile app that uses adaptive testing to assess an efficient mobile app for the diagnosis of delirium.

Materials and Methods: The app was used as part of a NIH-funded project to assess the feasibility, effectiveness, administration time, and costs of the 2-step delirium identification protocol when performed by physicians and nurses, and certified nursing assistants (CNA). The cohort included 535 hospitalized patients aged 79.7 (SD¼6.6) years enrolled at 2 different sites. Each patient was assessed on 2 consecutive days by the research associate who …


Can Caregivers Trust Information Technology In The Care Of Their Patients? A Systematic Review, Alice Noblin, Barbara Hewitt, Murad Moqbel, Scott Sittig, Lakesha Kinnerson, Vera Rulon Mar 2021

Can Caregivers Trust Information Technology In The Care Of Their Patients? A Systematic Review, Alice Noblin, Barbara Hewitt, Murad Moqbel, Scott Sittig, Lakesha Kinnerson, Vera Rulon

Information Systems Faculty Publications

The Health Insurance Portability and Accountability Act of 1996 (HIPAA) requires that healthcare providers allow patients to engage in their healthcare by allowing access to their health records. Often patients need informal caregivers including family members or others to help them with their care. This paper explores whether trust is a key factor for informal caregivers’ decision to use health information technologies (HIT) including electronic health records (EHR), patient portals, mobile apps, or other devices to care for their patient. Six reviewers conducted a comprehensive search of four literature databases using terms that pertained to a caregiver and trust to …


Telemedicine: A New Frontier In Clinical Practice, Munazza Asad, Nooresahar, Saniya Sabzwari Mar 2021

Telemedicine: A New Frontier In Clinical Practice, Munazza Asad, Nooresahar, Saniya Sabzwari

Department of Family Medicine

The COVID-19 pandemic has highlighted the important role of telemedicine as a tool for safe healthcare delivery across the world. While its use was more common in the developed world, the developing world has also adopted this strategy. It is important to develop a clear process and contextual guidance for effective use of this strategy for better patient-doctor interaction and its role in teaching/learning of trainees.


Significant Stakeholders: Toward An Agile Knowledge Management System In The Time Of Coronavirus Crisis, Yaojie Li, Yi Zhou, Thomas Stafford, Xuan Wang Mar 2021

Significant Stakeholders: Toward An Agile Knowledge Management System In The Time Of Coronavirus Crisis, Yaojie Li, Yi Zhou, Thomas Stafford, Xuan Wang

Information Systems Faculty Publications

Effective crisis response requires sophisticated knowledge management in organizations. Agile systems development capabilities for such crisis response systems are important, particularly for purposes of tailoring a crisis-oriented knowledge management system to a rapidly shifting threat landscape. We propose an architecture for achieving both of these ends in the form of an Agile Crisis Management System involving three specific stakeholders, and we discuss the steps, outcomes, and implications of such a system.


Enhancing Healthcare Professional And Caregiving Staff Informedness With Data Analytics For Chronic Disease Management, Na Liu, Robert John Kauffman Mar 2021

Enhancing Healthcare Professional And Caregiving Staff Informedness With Data Analytics For Chronic Disease Management, Na Liu, Robert John Kauffman

Research Collection School Of Computing and Information Systems

An important area in healthcare to which data analytics can be applied is chronic disease management. The chronic care model is mostly patient-centric, so patients have been considered as the end users of data analytics. The information needs of healthcare providers have been overlooked. Drawing upon the theory of informedness and the transtheoretical model of health behavior change, we use a multicase study approach to investigate the information needs of different caregiving stakeholders in the spectrum of chronic diseases, and how data analytics can be designed to meet the varying needs of professionals and staff to support their informedness.


J Mich Dent Assoc March 2021 Mar 2021

J Mich Dent Assoc March 2021

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!

In this issue, the reader will find the following original content:

  • A cover story, “Vaccination by Dentists: Integrating Vaccination into Dental Practice”.
  • A feature article on “Creating Opportunities for HPV Awareness and Prevention in Dental Health Care Settings”.
  • The feature article, “MDA Legislative Advocacy 2021: What We’ve Done and What’s to Come”.
  • “How COVID-19 Has Impacted Michigan Dentists”, a feature article.
  • News you need, Editorial and …


Applying 'Earable' Inertial Sensing For Real-Time Head Posture Detection, Meeralakshmi Radhakrishnan, Kushaan Misra, V. Ravichandran Mar 2021

Applying 'Earable' Inertial Sensing For Real-Time Head Posture Detection, Meeralakshmi Radhakrishnan, Kushaan Misra, V. Ravichandran

Research Collection School Of Computing and Information Systems

We explore the use of personal earable devices for detecting and correcting incorrect head postures, which can trigger the medical condition of “Forward Head Posture”. We demonstrate how the gyroscope and accelerometer sensors on an earable device can be used to detect episodes where the head is rotated sufficiently forward, for significantly long durations (> 30secs), and then generate suitable audio-based corrective feedback. Using a small-scale preliminary study, we show that our approach is promising as it provides both high precision (100%) & recall (89%).


A High-Precision Machine Learning Algorithm To Classify Left And Right Outflow Tract Ventricular Tachycardia, Jianwei Zhang, Guohua Fu, Islam Abudayyeh, Magdi Yacoub, Anthony Chang, William Feaster, Louis Ehwerhemuepha, Hesham El-Askary, Xianfeng Du, Bin He, Mingjun Feng, Yibo Yu, Binhao Wang, Jing Liu, Hai Yao, Hulmin Chu, Cyril Rakovski Feb 2021

A High-Precision Machine Learning Algorithm To Classify Left And Right Outflow Tract Ventricular Tachycardia, Jianwei Zhang, Guohua Fu, Islam Abudayyeh, Magdi Yacoub, Anthony Chang, William Feaster, Louis Ehwerhemuepha, Hesham El-Askary, Xianfeng Du, Bin He, Mingjun Feng, Yibo Yu, Binhao Wang, Jing Liu, Hai Yao, Hulmin Chu, Cyril Rakovski

Mathematics, Physics, and Computer Science Faculty Articles and Research

Introduction: Multiple algorithms based on 12-lead ECG measurements have been proposed to identify the right ventricular outflow tract (RVOT) and left ventricular outflow tract (LVOT) locations from which ventricular tachycardia (VT) and frequent premature ventricular complex (PVC) originate. However, a clinical-grade machine learning algorithm that automatically analyzes characteristics of 12-lead ECGs and predicts RVOT or LVOT origins of VT and PVC is not currently available. The effective ablation sites of RVOT and LVOT, confirmed by a successful ablation procedure, provide evidence to create RVOT and LVOT labels for the machine learning model.

Methods: We randomly sampled training, validation, and testing …