Hospital: how an AI tool could improve patient safety
22/02/2021
Sometimes, a hospital stay can proceed successfully without a hitch. At other times, there might be an unexpected turn of events if the patient exhibits complications. Early identification of these patients could prevent unnecessary suffering. A new research project intends to develop an AI-based tool that predicts a patient’s risk of complications at an early stage.
Data tool may improve care
09/02/2021
With the aid of sophisticated machine learning, researchers at UPMC and the University of Pittsburgh School of Medicine demonstrated that a tool they developed can rapidly predict mortality for patients facing transfer between hospitals in order to access higher-acuity care.
Machine learning enhances predictions of COVID-19 outcomes
01/02/2021
Mount Sinai researchers have published one of the first studies using a machine learning technique called "federated learning" to examine electronic health records to better predict how COVID-19 patients will progress. The study was published in the Journal of Medical Internet Research - Medical Informatics.
Health data: building a European Health Union
20/01/2021
European Union citizens have the right to free movement, settlement, and employment across the member states. In efforts to also digitize the health and care sector, another right is now being added: the EU plans to build a European Health Data Space to facilitate the secure cross-border exchange of health data.
Electronic health records provide new data on time with patients
16/12/2020
How much time do primary care physicians actually spend one-on-one with patients? Analysis of timestamp data from electronic health records (EHRs) provides useful insights on exam length and other factors related to doctors' use of time, reports a study in the January issue of Medical Care. The journal is published in the Lippincott portfolio by Wolters Kluwer.
The digitization of hospitals requires necessary investments
01/10/2020
The coronavirus pandemic has shown us we can make swift changes and handle problems if we set our minds to it, especially thanks to tools of digitization. Hospitals in Germany can expect to see a boost in digital transformation because the Federal Government adopted the "Program to Future-Proof Hospitals" (Zukunftsprogramm Krankenhäuser).
The digital hospital: integration and digitization
01.10.2020
Whether it's process automation, robotics in the OR and nursing areas, or the digitalization of patient records - in a smart hospital, everything comes together to form a connected hospital. Find out exactly how the Smart Hospital is being developed with the help of information platforms and projects in the Topic of the Month.
IoT in hospitals: keeping track of every zone
08/09/2020
In a time of pandemic, the emergency departments of most hospitals are under intense pressure. Processes can get mixed up, while some systems are stretched to the breaking point. It is easy to lose track of patients, medical devices and rooms. This is where the cibX intelligent IoT solution comes in. Real-time localization and visualization enable safe and up-to-date process optimization.
Sports medicine software: Monitoring at the push of a button
22/05/2020
Athletes not only have to be fit and stay in shape, but they also have to achieve peak performance, especially when they get ready for athletic events. Optimized and individualized performance training requires data from external laboratories and institutes. The [i/med] Sports platform from DORNER Health IT Solutions provides a complete workflow − from anamnesis to diagnostic report.
Medicine 5.0: machine learning algorithms in healthcare
04/11/2019
Artificial intelligence holds the promise of salvation when it comes to medicine: it is meant to unburden medical professionals, save time and money and perform tasks reliably and tirelessly. But before AI algorithms are allowed to diagnose diseases, many technical and ethical questions still need answers.
Human firewall – keeping your resources safe
02/05/2019
Digitization impacts many areas of life. It is also remapping the healthcare landscape and is becoming increasingly important, ensuring that patients receive comprehensive care as quickly as possible. To make this a reality, data is stored digitally and medical devices are connected.
Security first – hospitals prime targets of cyberattacks
02/05/2019
Safety should be a top priority when it comes to safeguarding human lives. That's why hospitals must protect their computer networks and data against unauthorized access. However, thanks to the proliferation of connected devices in hospitals, they are at high risk of suffering devastating cyberattacks. There is also a lack of cybersecurity awareness.
Cybersecurity in the hospital: securely networked
02/05/2019
Digitalization and networking are supposed to serve the health care system well: In times of staff shortages and demographic change, they are able to support the exchange of patient data and the management of chronic diseases as well as to improve the workflow. But it is still often ignored that both individual devices and complete networks can become lucrative targets for cybercrimes.
DiaDigital: making sense of diabetes apps
02/01/2019
While they are very useful, health apps have one major drawback: anyone can release and distribute them unchecked. Only some apps require medical device certification. So how can users spot a great, safe and useful app? When it comes to diabetes apps, the “DiaDigital” seal of distinction is the answer.
Digitization: Hospitals as Popular Targets?
02/11/2018
It’s safe to say that patients and their prompt medical care take center stage at any hospital. Digitization of the healthcare sector is quickly advancing to make this a reality: data is stored in a digital medium, devices are linked together. But how safe are hospitals in the age of innovation?
Electronic Health Record: Transparent Patient?
21/09/2018
A smart hospital has many components, which ultimately come together as a connected whole, thus achieving better patient care. One crucial piece of the puzzle that some countries like the U.S. have implemented but one that’s still missing in Germany is the electronic health record (or electronic medical record). It is shrouded in controversy and yet a critical aspect of the hospital of the future.
Master plan Smart Hospital: well-connected is half cared for
03/09/2018
Artificial intelligence makes the diagnosis, robots perform the surgery and physicians manage all processes via touchscreen – is that what hospitals of the future will look like? And how far away are we actually from this future? Many hospital facilities are already on their way to becoming Smart Hospitals with the latest technology and where everything and everyone is linked and connected.
Smart Hospital: How devices communicate in the OR
03/09/2018
In a Smart Hospital, all devices are designed to be connected and integrated, thus increasing efficiency and reducing time loss – at least, that is how things are meant to work in theory. In reality, there are still countless vendor-specific point solutions that cannot be integrated. That's why there is a need for solutions that bridge the gap between the different applications and formats.
AI in medicine: Machines do not learn like humans
01/08/2018
For years, medicine has been exploring AI techniques aimed at easing physician workload. While computers may not have the medical expertise and skills obtained through years of study, they can recognize patterns and specific features in datasets and draw deductions.
Diagnosing diseases with big data
01/08/2018
All of us generate data every day without even realizing it – sometimes it happens unconsciously and unintentionally. At this point, we are made of data and not just in the eyes of tech companies but also from a healthcare system perspective. Our electronic health records are a smorgasbord of data for example.
The STEADY project: Managing depression with wearables
01/06/2018
These days, smartphones and wearables of all kinds more or less "incidentally" collect lots of personal data about our lives. Many people have privacy and security concerns – and rightfully so – especially if mountains of data fall into the wrong hands. But what if patients collect their own data and get help to use it for their own purposes?