healthcare technology
149.1K views | +0 today
healthcare technology
The ways in which technology benefits healthcare
Curated by nrip
Your new post is loading...
Your new post is loading...
Scooped by nrip
Scoop.it!

Automated Travel History Extraction From Clinical Notes for Informing the Detection of Emergent Infectious Disease Events

Automated Travel History Extraction From Clinical Notes for Informing the Detection of Emergent Infectious Disease Events | healthcare technology | Scoop.it

Patient travel history can be crucial in evaluating evolving infectious disease events. Such information can be challenging to acquire in electronic health records, as it is often available only in unstructured text.


Objective: This study aims to assess the feasibility of annotating and automatically extracting travel history mentions from unstructured clinical documents in the Department of Veterans Affairs across disparate health care facilities and among millions of patients. Information about travel exposure augments existing surveillance applications for increased preparedness in responding quickly to public health threats.


Methods: Clinical documents related to arboviral disease were annotated following selection using a semiautomated bootstrapping process. Using annotated instances as training data, models were developed to extract from unstructured clinical text any mention of affirmed travel locations outside of the continental United States. Automated text processing models were evaluated, involving machine learning and neural language models for extraction accuracy.


Results: Among 4584 annotated instances, 2659 (58%) contained an affirmed mention of travel history, while 347 (7.6%) were negated. Interannotator agreement resulted in a document-level Cohen kappa of 0.776. Automated text processing accuracy (F1 85.6, 95% CI 82.5-87.9) and computational burden were acceptable such that the system can provide a rapid screen for public health events.


Conclusions: Automated extraction of patient travel history from clinical documents is feasible for enhanced passive surveillance public health systems.

 

Without such a system, it would usually be necessary to manually review charts to identify recent travel or lack of travel, use an electronic health record that enforces travel history documentation, or ignore this potential source of information altogether.

 

The development of this tool was initially motivated by emergent arboviral diseases. More recently, this system was used in the early phases of response to COVID-19 in the United States, although its utility was limited to a relatively brief window due to the rapid domestic spread of the virus.

 

Such systems may aid future efforts to prevent and contain the spread of infectious diseases.

 

read the study at https://publichealth.jmir.org/2021/3/e26719

 

nrip's insight:

Information about travel exposure augments existing surveillance applications for increased preparedness in responding quickly to public health threats. Using algorithms and/or learning models to extract travel related information from EHR's is not a novel concept but it has come into the spotlight(like most of digital health) in the past 18 months.

 

We should be adding short travel related questionnaires in patient intake forms going forward. The symptoms which trigger this sort of an intake form for a particular patient can change with time, month to month preferably, and be governed by a multi regional , multi national approach. What do you think?

 

 

 

No comment yet.
Scooped by nrip
Scoop.it!

Virtually Perfect? Telemedicine for Covid-19

Virtually Perfect? Telemedicine for Covid-19 | healthcare technology | Scoop.it

Previous work has specifically described the potential for using telemedicine in disasters and public health emergencies. No telemedicine program can be created overnight, but U.S. health systems that have already implemented telemedical innovations can leverage them for the response to Covid-19.

 

A central strategy for health care surge control is “forward triage” — the sorting of patients before they arrive in the emergency department (ED).

 

Direct-to-consumer (or on-demand) telemedicine, a 21st-century approach to forward triage that allows patients to be efficiently screened, is both patient-centered and conducive to self-quarantine, and it protects patients, clinicians, and the community from exposure. It can allow physicians and patients to communicate 24/7, using smartphones or webcam-enabled computers.

 

Respiratory symptoms — which may be early signs of Covid-19 — are among the conditions most commonly evaluated with this approach. Health care providers can easily obtain detailed travel and exposure histories. Automated screening algorithms can be built into the intake process, and local epidemiologic information can be used to standardize screening and practice patterns across providers.

 

Much medical decision making is cognitive, and telemedicine can provide rapid access to subspecialists who aren’t immediately available in person.

 

Recognizing that patients prioritize convenient and inexpensive care, Duffy and Lee recently asked whether in-person visits should become the second, third, or even last option for meeting patient needs

 

read the original article at https://www.nejm.org/doi/10.1056/NEJMp2003539

 

nrip's insight:

Why did I share this post from last year which I absolutely loved?

 

I find it more relevant now when many parts of the world are starting to find themselves in a newish normal. Let this newish normal be smarter than before. Should'nt  in-person visits now become the 2nd, 3rd, or even last option for meeting patient needs.

 

What needs to be done by authorities as regards compensation protocols and standard advisories, must be done, yes. But physicians and hospitals must not shy away from creating this concept of practicing medicine in the new normal.

No comment yet.
Scooped by nrip
Scoop.it!

Automated malnutrition screening system for hospitalized children #NHITWeek

Automated malnutrition screening system for hospitalized children #NHITWeek | healthcare technology | Scoop.it

A team of clinicians, dietitians and researchers has created an innovative automated program to screen for malnutrition in hospitalized children, providing daily alerts to healthcare providers so they can quickly intervene with appropriate treatment. The malnutrition screen draws on existing patient data in electronic health records (EHR)

 

"Undernutrition is extremely common in children with cancer--the population we studied in this project," said study leader Charles A. Phillips, MD, a pediatric oncologist at Children's Hospital of Philadelphia (CHOP). "There is currently no universal, standardized approach to nutrition screening for children in hospitals, and our project is the first fully automated pediatric malnutrition screen using EHR data."

 

Phillips and a multidisciplinary team of fellow oncology clinicians, registered dietitians and quality improvement specialists co-authored a paper published Oct. 5, 2018 in the Journal of Nutrition and Dietetics.

 

The study team analyzed EHR data from inpatients at CHOP's 54-bed pediatric oncology unit over the period of November 2016 through January 2018, covering approximately 2,100 hospital admissions. The anthropometric measurements in the EHR included height, length, weight and body mass index. The researchers used software to take note of changes in those measurements, and used criteria issued by the Academy of Nutrition and Dietetics and the American Society for Parenteral and Enteral Nutrition, to evaluate each patient's risk of malnutrition.

 

For each child that the screening program judged to be at risk, the tool classified the risk as mild, moderate or severe. It then automatically generated a daily e-mail to hospital clinicians, listing each patient's name, medical record number, unit, and malnutrition severity level, among other data.

 

In the patient cohort, the researchers' automated screen calculated the overall prevalence of malnutrition at 42 percent for the entire period of study, consistent with the range expected from previous studies (up to about 65 percent for inpatient pediatric oncology patients). Overall severity levels for malnutrition were 47 percent in the mild category, 24 percent moderate and 29 percent severe; again, consistent with other research and clinical experience.

 

The study leader stated that:

 

This test study demonstrates the feasibility of using EHR data to create an automated screening tool for malnutrition in pediatric inpatients. Further research is needed to formally assess this screening tool, but it has the potential to identify at-risk patients in the early stages of malnutrition, so we can intervene quickly. In addition, this tool could be implemented to screen all pediatric patients for malnutrition, because it uses data common to all electronic medical records.

 

read the unedited original article at https://www.eurekalert.org/pub_releases/2018-10/chop-fam100918.php

 

nrip's insight:

Healthcare data is increasingly being analyzed. While we have written previously on AI, Prediction systems, automation, machine learning and other cool stuff, seemingly uncool technology is what provides the coolest benefits. 

 

But this article and the story behind is the perfect example of how technology can be most effective for improving healthcare workflows in 2018 and 2019. Further ahead the benefits of the previously mentioned cool techs will hopefully be starting to be realizable, but we must use automation and analysis to intervene in current workflows and make them more effective today as much as we can.

 

This directly benefits clinical staff, speeds up care and actually starts making EHR data directly beneficial to those pained by the process of generating it.

 

To know about how many such benefits can be extracted from uncool technologies, check out out websites to learn about Medixcel and talk to us in the comments below.

No comment yet.
Scooped by nrip
Scoop.it!

What are the benefits of Internet of Things in Healthcare?

What are the benefits of Internet of Things in Healthcare? | healthcare technology | Scoop.it

The Internet of Things (IoT) is a network of physical objects that can share electronic information when gathered together. They include sensors that have the ability to track information about the human body or industrial machines that transmit the production process data to the nearby sensors.

 

The IoT is all over and is used in smart homes and even retail. It also plays a crucial role in healthcare.

 

The Internet of Things (IoT) is changing healthcare in different ways, including improving the care patients get, better results from treatments, and reducing the costs of treatments for patients. Patients get to connect better with the healthcare providers, and their performance is also enhanced.

 

The main benefits it has brought about to the healthcare industry include:

 

  • Real-time monitoring of patients remotely, which reduces the costs incurred during readmissions and doctor visits.
  • Errors are much less likely to occur with IoT devices. The data plays an essential role in ensuring effective decision-making, and all the operations in the healthcare industry are functioning smoothly. This helps reduce the overall number of errors.
  • The quality of treatment received is excellent since physicians make decisions from evidence-based information. Hence there’s complete transparency.
  • Equipment and drugs are better managed. It has always been a significant challenge to manage drugs and equipment in healthcare. However, with devices being connected, the drugs and equipment are utilized and managed efficiently, which helps with cost reduction.
  • Diagnosis is much faster and more accurate. A patient can be diagnosed more efficiently due to consistent remote monitoring. Real-time data is collected, and it helps with the diagnosis of a vast number of different diseases. They are diagnosed at an early stage before they worsen or even before the disease develops fully.

 

IoT devices are revolutionizing how healthcare is delivered and monitored. We guess that we still have only seen the tip of the iceberg. In the years to come, the question will not be if we are connected but how we will be connected and protect our privacy: digital tattoos, smartwatches, smart lenses, or smart pills being just some of the possibilities.

 

The Internet of Things and the multitude of connected devices it offers is on a path to disrupt how healthcare is carried out.

 

Discover how by reading the original article at https://digitalhealthcentral.com/2021/05/07/the-benefits-of-internet-of-things-in-healthcare/

 

acquista-depalgo-online's curator insight, March 25, 12:40 PM


https://globaalapotheek.com/product/koop-adderall-online/
https://globaalapotheek.com/product/efedrine-hcl-poeder-kopen/
https://globaalapotheek.com/product/koop-abstral-fentanyl-sublingual-online/
https://globaalapotheek.com/product/koop-actavis-hoestsiroop-online/
https://globaalapotheek.com/product/koop-adipex-online/
https://globaalapotheek.com/product/koop-ambien-online/
https://globaalapotheek.com/product/koop-ativan-online/
https://globaalapotheek.com/product/koop-botox-online/
https://globaalapotheek.com/product/koop-bromazepam-online/
https://globaalapotheek.com/product/koop-buprenorfine-online/
https://globaalapotheek.com/product/koop-desoxyn-online/
https://globaalapotheek.com/product/koop-dexedrine-online/
https://globaalapotheek.com/product/koop-diamorfine-online/
https://globaalapotheek.com/product/koop-dianabol-online/
https://globaalapotheek.com/product/koop-dysport-online/
https://globaalapotheek.com/product/koop-ecstasy-online/
https://globaalapotheek.com/product/koop-efedrine-hcl-online/
https://globaalapotheek.com/product/koop-endocet-online/
https://globaalapotheek.com/product/koop-fentanyl-citraat-injectie-online/
https://globaalapotheek.com/product/koop-fentanyl-pleisters-actavis/
https://globaalapotheek.com/product/koop-fentanyl-pleisters-mylan/
https://globaalapotheek.com/product/koop-fentanyl-sandoz-5x-100mcg/
https://globaalapotheek.com/product/koop-fentanyl-sandoz-5x-375mcg/
https://globaalapotheek.com/product/koop-focalin-xr-online/
https://globaalapotheek.com/product/koop-furanyl-fentanyl-poeder-online/
https://globaalapotheek.com/product/koop-humatrope-online/
https://globaalapotheek.com/product/koop-hydromorfoon-online/
https://globaalapotheek.com/product/koop-klonopin-online/
https://globaalapotheek.com/product/koop-ksalol-xanax-online/
https://globaalapotheek.com/product/koop-methadon-online/
https://globaalapotheek.com/product/koop-modafinil-online/
https://globaalapotheek.com/product/koop-morfine-sulfaat-200mg-online/
https://globaalapotheek.com/product/koop-morfine-sulfaat-30mg-online/
https://globaalapotheek.com/product/koop-morfine-sulfaat-60mg-online/
https://globaalapotheek.com/product/koop-neurobloc-online/
https://globaalapotheek.com/product/koop-norco-online/
https://globaalapotheek.com/product/koop-oramorph-online/
https://globaalapotheek.com/product/koop-oxycodon-80mg-online/
https://globaalapotheek.com/product/koop-oxycontin-online/
https://globaalapotheek.com/product/koop-oxymorfoon-online/
https://globaalapotheek.com/product/koop-percocet-online/
https://globaalapotheek.com/product/koop-quaalude-online/
https://globaalapotheek.com/product/koop-restoril-30mg-online/
https://globaalapotheek.com/product/koop-ritalin-online/
https://globaalapotheek.com/product/koop-roxicodone-online/
https://globaalapotheek.com/product/koop-soma-online/
https://globaalapotheek.com/product/koop-stilnox-online/
https://globaalapotheek.com/product/koop-suboxone-online/
https://globaalapotheek.com/product/koop-subutex-online/
https://globaalapotheek.com/product/koop-tramadol-online/
https://globaalapotheek.com/product/koop-triazolam-halcion-online/
https://globaalapotheek.com/product/koop-valium-online/
https://globaalapotheek.com/product/koop-vicodin-online/
https://globaalapotheek.com/product/koop-vyvanse-50mg-online/
https://globaalapotheek.com/product/koop-vyvanse-70mg-online/
https://globaalapotheek.com/product/koop-xanax-online/
https://globaalapotheek.com/product/koop-xls-max-online/
https://globaalapotheek.com/product/koop-zaleplon-online/
https://globaalapotheek.com/product/koop-zopiclon-online/
https://globaalapotheek.com/product/morfine-kopen/
https://globaalapotheek.com/product/morfine-injectie-kopen/
https://globaalapotheek.com/product/oxycodon-40mg-kopen-sandoz/
https://globaalapotheek.com/product/oxycodon-80mg-kopen-sandoz/
https://globaalapotheek.com/product/phentermine-online-kopen/
https://globaalapotheek.com/product/vyvanse-kopen/


<a href="https://globaalapotheek.com/product/efedrine-hcl-poeder-kopen/">efedrine-hcl-poeder-kopen</a>;
<a href="https://globaalapotheek.com/product/koop-abstral-fentanyl-sublingual-online/">koop-abstral-fentanyl-sublingual-online</a>;
<a href="https://globaalapotheek.com/product/koop-actavis-hoestsiroop-online/">koop-actavis-hoestsiroop-online</a>;
<a href="https://globaalapotheek.com/product/koop-adderall-online/">koop-adderall-online</a>;
<a href="https://globaalapotheek.com/product/koop-adipex-online/">koop-adipex-online</a>;
<a href="https://globaalapotheek.com/product/koop-ambien-online/">koop-ambien-online</a>;
<a href="https://globaalapotheek.com/product/koop-ativan-online/">koop-ativan-online</a>;
<a href="https://globaalapotheek.com/product/koop-botox-online/">koop-botox-online</a>;
<a href="https://globaalapotheek.com/product/koop-bromazepam-online/">koop-bromazepam-online</a>;
<a href="https://globaalapotheek.com/product/koop-buprenorfine-online/">koop-buprenorfine-online</a>;
<a href="https://globaalapotheek.com/product/koop-desoxyn-online/">koop-desoxyn-online</a>;
<a href="https://globaalapotheek.com/product/koop-dexedrine-online/">koop-dexedrine-online</a>;
<a href="https://globaalapotheek.com/product/koop-diamorfine-online/">koop-diamorfine-online</a>;
<a href="https://globaalapotheek.com/product/koop-dianabol-online/">koop-dianabol-online</a>;
<a href="https://globaalapotheek.com/product/koop-dysport-online/">koop-dysport-online</a>;
<a href="https://globaalapotheek.com/product/koop-ecstasy-online/">koop-ecstasy-online</a>;
<a href="https://globaalapotheek.com/product/koop-efedrine-hcl-online/">koop-efedrine-hcl-online</a>;
<a href="https://globaalapotheek.com/product/koop-endocet-online/">koop-endocet-online</a>;
<a href="https://globaalapotheek.com/product/koop-fentanyl-citraat-injectie-online/">koop-fentanyl-citraat-injectie-online</a>;
<a href="https://globaalapotheek.com/product/koop-fentanyl-pleisters-actavis/">koop-fentanyl-pleisters-actavis</a>;
<a href="https://globaalapotheek.com/product/koop-fentanyl-pleisters-mylan/">koop-fentanyl-pleisters-mylan</a>;
<a href="https://globaalapotheek.com/product/koop-fentanyl-sandoz-5x-100mcg/">koop-fentanyl-sandoz-5x-100mcg</a>;
<a href="https://globaalapotheek.com/product/koop-fentanyl-sandoz-5x-375mcg/">koop-fentanyl-sandoz-5x-375mcg</a>;
<a href="https://globaalapotheek.com/product/koop-focalin-xr-online/">koop-focalin-xr-online</a>;
<a href="https://globaalapotheek.com/product/koop-furanyl-fentanyl-poeder-online/">koop-furanyl-fentanyl-poeder-online</a>;
<a href="https://globaalapotheek.com/product/koop-humatrope-online/">koop-humatrope-online</a>;
<a href="https://globaalapotheek.com/product/koop-hydromorfoon-online/">koop-hydromorfoon-online</a>;
<a href="https://globaalapotheek.com/product/koop-klonopin-online/">koop-klonopin-online</a>;
<a href="https://globaalapotheek.com/product/koop-ksalol-xanax-online/">koop-ksalol-xanax-online</a>;
<a href="https://globaalapotheek.com/product/koop-methadon-online/">koop-methadon-online</a>;
<a href="https://globaalapotheek.com/product/koop-modafinil-online/">koop-modafinil-online</a>;
<a href="https://globaalapotheek.com/product/koop-morfine-sulfaat-200mg-online/">koop-morfine-sulfaat-200mg-online</a>;
<a href="https://globaalapotheek.com/product/koop-morfine-sulfaat-30mg-online/">koop-morfine-sulfaat-30mg-online</a>;
<a href="https://globaalapotheek.com/product/koop-morfine-sulfaat-60mg-online/">koop-morfine-sulfaat-60mg-online</a>;
<a href="https://globaalapotheek.com/product/koop-neurobloc-online/">koop-neurobloc-online</a>;
<a href="https://globaalapotheek.com/product/koop-norco-online/">koop-norco-online</a>;
<a href="https://globaalapotheek.com/product/koop-oramorph-online/">koop-oramorph-online</a>;
<a href="https://globaalapotheek.com/product/koop-oxycodon-80mg-online/">koop-oxycodon-80mg-online</a>;
<a href="https://globaalapotheek.com/product/koop-oxycontin-online/">koop-oxycontin-online</a>;
<a href="https://globaalapotheek.com/product/koop-oxymorfoon-online/">koop-oxymorfoon-online</a>;
<a href="https://globaalapotheek.com/product/koop-percocet-online/">koop-percocet-online</a>;
<a href="https://globaalapotheek.com/product/koop-quaalude-online/">koop-quaalude-online</a>;
<a href="https://globaalapotheek.com/product/koop-restoril-30mg-online/">koop-restoril-30mg-online</a>;
<a href="https://globaalapotheek.com/product/koop-ritalin-online/">koop-ritalin-online</a>;
<a href="https://globaalapotheek.com/product/koop-roxicodone-online/">koop-roxicodone-online</a>;
<a href="https://globaalapotheek.com/product/koop-soma-online/">koop-soma-online</a>;
<a href="https://globaalapotheek.com/product/koop-stilnox-online/">koop-stilnox-online</a>;
<a href="https://globaalapotheek.com/product/koop-suboxone-online/">koop-suboxone-online</a>;
<a href="https://globaalapotheek.com/product/koop-subutex-online/">koop-subutex-online</a>;
<a href="https://globaalapotheek.com/product/koop-tramadol-online/">koop-tramadol-online</a>;
<a href="https://globaalapotheek.com/product/koop-triazolam-halcion-online/">koop-triazolam-halcion-online</a>;
<a href="https://globaalapotheek.com/product/koop-valium-online/">koop-valium-online</a>;
<a href="https://globaalapotheek.com/product/koop-vicodin-online/">koop-vicodin-online</a>;
<a href="https://globaalapotheek.com/product/koop-vyvanse-50mg-online/">koop-vyvanse-50mg-online</a>;
<a href="https://globaalapotheek.com/product/koop-vyvanse-70mg-online/">koop-vyvanse-70mg-online</a>;
<a href="https://globaalapotheek.com/product/koop-xanax-online/">koop-xanax-online</a>;
<a href="https://globaalapotheek.com/product/koop-xls-max-online/">koop-xls-max-online</a>;
<a href="https://globaalapotheek.com/product/koop-zaleplon-online/">koop-zaleplon-online</a>;
<a href="https://globaalapotheek.com/product/koop-zopiclon-online/">koop-zopiclon-online</a>;
<a href="https://globaalapotheek.com/product/morfine-kopen/">morfine-kopen</a>;
<a href="https://globaalapotheek.com/product/morfine-injectie-kopen/">morfine-injectie-kopen</a>;
<a href="https://globaalapotheek.com/product/oxycodon-40mg-kopen-sandoz/">oxycodon-40mg-kopen-sandoz</a>;
<a href="https://globaalapotheek.com/product/oxycodon-80mg-kopen-sandoz/">oxycodon-80mg-kopen-sandoz</a>;
<a href="https://globaalapotheek.com/product/phentermine-online-kopen/">phentermine-online-kopen</a>;
<a href="https://globaalapotheek.com/product/vyvanse-kopen/">vyvanse-kopen</a>;


https://perderepesoefedrina.com/
https://perderepesoefedrina.com/Prodotto/acquista-ossicodone-online/
https://perderepesoefedrina.com/Prodotto/acquista-oxycontin-online/
https://perderepesoefedrina.com/Prodotto/acquista-percocet-online/
https://perderepesoefedrina.com/Prodotto/acquista-phentermine-online/
https://perderepesoefedrina.com/Prodotto/acquista-eroina-bianca/
https://perderepesoefedrina.com/Prodotto/a-215-ossicodone-actavis/
https://perderepesoefedrina.com/Prodotto/acquista-adderall-30mg/
https://perderepesoefedrina.com/Prodotto/acquista-adipex-online/
https://perderepesoefedrina.com/Prodotto/acquista-adma-online/
https://perderepesoefedrina.com/Prodotto/acquista-ambien/
https://perderepesoefedrina.com/Prodotto/acquista-ativan-online/
https://perderepesoefedrina.com/Prodotto/acquista-botox-online/
https://perderepesoefedrina.com/Prodotto/acquista-cerotti-al-fentanil/
https://perderepesoefedrina.com/Prodotto/acquista-codeina-linctus-online/
https://perderepesoefedrina.com/Prodotto/acquista-codeina-online/
https://perderepesoefedrina.com/Prodotto/acquista-demerol-online/
https://perderepesoefedrina.com/Prodotto/acquista-depalgo-online/
https://perderepesoefedrina.com/Prodotto/acquista-diazepam-online/
https://perderepesoefedrina.com/Prodotto/acquista-dilaudid-8mg/
https://perderepesoefedrina.com/Prodotto/acquista-endocet-online/
https://perderepesoefedrina.com/Prodotto/acquista-green-xanax/
https://perderepesoefedrina.com/Prodotto/acquista-hydrocodone-online/
https://perderepesoefedrina.com/Prodotto/acquista-instanyl-online/
https://perderepesoefedrina.com/Prodotto/acquista-l-ritalin-online/
https://perderepesoefedrina.com/Prodotto/acquista-metadone/
https://perderepesoefedrina.com/Prodotto/acquista-morfina-solfato/
https://perderepesoefedrina.com/Prodotto/acquista-opana-online/
https://perderepesoefedrina.com/Prodotto/acquista-roxicodone-30mg/
https://perderepesoefedrina.com/Prodotto/acquista-stilnox-online/
https://perderepesoefedrina.com/Prodotto/acquista-suboxone-8mg/
https://perderepesoefedrina.com/Prodotto/acquista-subutex-online/
https://perderepesoefedrina.com/Prodotto/acquista-vicodin-online/
https://perderepesoefedrina.com/Prodotto/acquista-vyvanse-online/
https://perderepesoefedrina.com/Prodotto/acquista-xanax-2mg/
https://perderepesoefedrina.com/Prodotto/acquistare-dapoxetina-online/
https://perderepesoefedrina.com/Prodotto/acquistare-rohypnol-2mg/
https://perderepesoefedrina.com/Prodotto/acquistare-sibutramina-online/
https://perderepesoefedrina.com/Prodotto/efedrina-hcl-in-polvere/
https://perderepesoefedrina.com/Prodotto/ephedrine-hcl-30mg/
https://perderepesoefedrina.com/Prodotto/sciroppo-di-metadone/
https://perderepesoefedrina.com/Prodotto/tramadolo-hcl-200mg/
https://perderepesoefedrina.com/Prodotto/acquista-cristallo-mdma-online/

 

 

 

Scooped by nrip
Scoop.it!

Analyzing the Essential Attributes of Nationally Issued COVID-19 Contact Tracing Apps

Analyzing the Essential Attributes of Nationally Issued COVID-19 Contact Tracing Apps | healthcare technology | Scoop.it

Contact tracing apps are potentially useful tools for supporting national COVID-19 containment strategies. Various national apps with different technical design features have been commissioned and issued by governments worldwide.


Objective: Our goal was to develop and propose an item set that was suitable for describing and monitoring nationally issued COVID-19 contact tracing apps.

 

This item set could provide a framework for describing the key technical features of such apps and monitoring their use based on widely available information.


Methods: We used an open-source intelligence approach (OSINT) to access a multitude of publicly available sources and collect data and information regarding the development and use of contact tracing apps in different countries over several months (from June 2020 to January 2021). The collected documents were then iteratively analyzed via content analysis methods. During this process, an initial set of subject areas were refined into categories for evaluation (ie, coherent topics), which were then examined for individual features.

 

These features were paraphrased as items in the form of questions and applied to information materials from a sample of countries (ie, Brazil, China, Finland, France, Germany, Italy, Singapore, South Korea, Spain, and the United Kingdom [England and Wales]). This sample was purposefully selected; our intention was to include the apps of different countries from around the world and to propose a valid item set that can be relatively easily applied by using an OSINT approach.


Results: Our OSINT approach and subsequent analysis of the collected documents resulted in the definition of the following five main categories and associated subcategories:

 

(1) background information (open-source code, public information, and collaborators);

 

(2) purpose and workflow (secondary data use and warning process design);

 

(3) technical information (protocol, tracing technology, exposure notification system, and interoperability);

 

(4) privacy protection (the entity of trust and anonymity); and

 

(5) availability and use (release date and the number of downloads).

 

Based on this structure, a set of items that constituted the evaluation framework were specified. The application of these items to the 10 selected countries revealed differences, especially with regard to the centralization of the entity of trust and the overall transparency of the apps’ technical makeup.


Conclusions: We provide a set of criteria for monitoring and evaluating COVID-19 tracing apps that can be easily applied to publicly issued information. The application of these criteria might help governments to identify design features that promote the successful, widespread adoption of COVID-19 tracing apps among target populations and across national boundaries.

 

 read the study at https://mhealth.jmir.org/2021/3/e27232

 

 

nrip's insight:

Where a lot of studies falter, is they dont focus on ease of use as a primary criteria of evaluation. Digital Health tools for far too long have faced criticism due to the ease of use factor.

 

It takes several iterations for any app/tool to become easy to use when the use cases contain a lot of data input. As such, contact tracing tools will do well by being built over surveillance and data collection platforms like MediXcel Lite and Commcare.

 

The data collection platforms must also focus on contact tracing as a type of app they generate along with the longitudinal and case based apps they currently allow.

 

No comment yet.
Scooped by nrip
Scoop.it!

Automation in Healthcare is Transforming Medicine #NHITWeek

Automation in Healthcare is Transforming Medicine #NHITWeek | healthcare technology | Scoop.it

Information technology has allowed much of our economy to automate processes. We have seen transformations of the airline, banking, brokerage, entertainment, lodging, music, printing, publishing, shipping and taxi industries through the availability of massive volumes of real-time price and service data. Across America, consumer-facing retail service continues to shift to a virtual environment.

 

Healthcare is the exception. Many health information technology (health IT) products initially focused on billing.

The misalignment between billing support and the sense that these tools do not materially automate clinician work to build in efficiencies or improve workflows adds to an overall frustration with the increasing amount of time providers spend at their screens.

 

Automation is hard because it tends to require interfaces of various types – both to other machines (Internet of Things) and to humans.

 

Often automation proposals involve solutions that focus on highly structured data. But, someone or something has to put energy (physician salary, for example) into organizing much of this information, assuming it is even knowable.

 

The underlying disease or patient behavior (e.g., smoking) is also often not knowable. And, automation relying on machine to machine interfaces regularly runs into a lack of application programming interfaces (APIs) supporting complex clinical data flows.

 

I posted this week old piece now and now when it was published as #NHITWeek is this week. A lot of posts this week deal with possibilities and problems with healthcare focussed automation. 

 

The original unedited piece can be read at https://www.himss.org/news/healthcare-automation-transforming-medicine

nrip's insight:

I posted this week old piece now and now when it was published as #NHITWeek is this week. A lot of posts this week deal with possibilities and problems with healthcare focussed automation. 

 

What has your experience been , or your opinion on automation, and its uses in life sciences and medicine.

No comment yet.