30/06/2022A new deep learning (DL) model that can identify disease-related features from images of eyes has been unveiled by a group of Tohoku University researchers. This 'lightweight' DL model can be trained with a small number of images, even ones with a high-degree of noise, and is resource-efficient, meaning it is deployable on mobile devices.
22/06/2022Previous research has described how virtual training produces acute cognitive and neural benefits. Building on those results, a new study suggests that a similar virtual training can also reduce psychosocial stress and anxiety.
13/06/2022A new study from the University of Eastern Finland indicates that the COVID-19 pandemic has seriously affected healthcare service usage among patients with 2 type diabetes in North Karelia, Finland, but essential care was continuously provided. The delivery of many essential services was facilitated by processes that strongly relied on telemedicine already before the pandemic.
01/06/2022Machine learning is playing an ever-increasing role in biomedical research. Scientists at the Technical University of Munich (TUM) have now developed a new method of using molecular data to extract subtypes of illnesses. In the future, this method can help to support the study of larger patient groups.
31/05/2022New study finds that frailty assessments are both feasible and safe when conducted virtually, increasing health care access for older adults with blood cancers.
25/05/2022Acute kidney injury (AKI) is commonly seen in hospitals. It entails the rapid deterioration of kidney function, a high disease burden, and leads in some cases to death. The team at Nephrolytix GmbH, a new spin-off of Charité – Universitätsmedizin Berlin, has developed a process with the potential to reduce the time it takes to detect AKI – currently 48 to 72 hours – by 90 percent.
25/05/2022A voice analysis app used by heart failure patients at home recognises fluid in the lungs three weeks before an unplanned hospitalisation or escalation in outpatient drug treatment.
23/05/2022People around the world suffer from sleep disorders. Some conditions like sleep apnea or chronic respiratory disease can lead to serious health problems. Patients require medical long-term monitoring, but it’s currently not an easy feat. Graduates of ETH Zurich and the University of St. Gallen plan to change that and developed Sleepiz.
20/05/2022Using machine learning, researchers find patterns in electronic health record data to better identify those likely to have the condition.
19/05/2022Preventing medication administration errors and improving efficiency during surgery enhances patient care.
16/05/2022Imagine being able to measure your blood sugar levels, know if you’ve had too much to drink, and track your muscle fatigue during a workout, all in one small device worn on your skin. Engineers at the University of California San Diego have developed a prototype of such a wearable that can continuously monitor several health stats—glucose, alcohol, and lactate levels—simultaneously in real-time.
16/05/2022Francis Yoshimoto, assistant professor in the UTSA College of Sciences’ Department of Chemistry, is introducing his Biochemistry II laboratory students to a new way of learning—using virtual reality headsets to observe and analyze protein structures.
13/05/2022For the past two years, the COVID-19 pandemic has exerted pressure on the hospital system, with consequences for patients' care pathways. To support hospital planning strategies, it is important to anticipate COVID-19 health care demand and to continue to improve predictive models.
12/05/2022The software, called CancerVar, standardizes procedures to help researchers assess the clinical impacts of over 13 million somatic cancer mutations.
11/05/2022An international team of researchers have developed advanced computer models, or "digital twins", of diseases, with the goal of improving diagnosis and treatment.
06/05/2022Within the »HiSSS« project, Fraunhofer IDMT is making an important contribution to logopaedic therapy after a stroke.
04/05/2022A study led by researchers at the Johns Hopkins Bloomberg School of Public Health found that, on average, patients participating in an initial telehealth consult for a new health condition did not require more unplanned hospitalizations or follow-up emergency department visits within 14 days of their initial consult compared with patients making an initial in-person visit.
28/04/2022A team of researchers supported by the Swiss National Science Foundation has developed a mathematical model that anticipates flu peaks in hospitals based on weather data
18/04/2022The U.S. Department of Veterans Affairs Veterans Health Administration (VHA) National Telestroke Program has made expert stroke care quickly available to patients, even at rural facilities with limited staffing.
13/04/2022An artificial intelligence (AI) model trained using sequential health information derived from electronic health records identified a subset of individuals with a 25-fold risk of developing pancreatic cancer within three to 36 months
08/04/2022Researchers from the RIKEN Center for Advanced Intelligence Project (AIP) and colleagues have tested AI-enhanced diagnosis of fetal congenital heart disease in a clinical setting.
07/04/2022OHSU researchers expect mental health counseling online will endure beyond the pandemic, call for caution to improve disparities in telehealth access.
06/04/2022Support offered by a phone app can relieve post-traumatic stress and depression. A new study from Uppsala University’s National Centre for Disaster Psychiatry involving 179 patients shows that a dedicated PTSD app, PTSD Coach, helps adults suffering from mental health issues after traumatic events.
08/03/2022Medical facilities are considered a critical infrastructure sector. Staff members must receive regular cyber security training to ensure proper IT infrastructure management and prevent shortfalls in medical care.
08/02/2022Multiple sclerosis (MS) is a disease of the central nervous systems that requires regular checkups with the neurologist every three months. However, an exacerbation of MS, also known as a flare-up, can occur between these appointments. The Konectom smartphone app aims to close this diagnostic gap.
01/02/2022The shortage of healthcare workers is a social challenge that must be properly addressed. Pradtke GmbH teamed up with the Bochum Institute of Technology gGmbH and contec GmbH in the research project titled "AI-powered healthcare workforce planning and management" (KI-unterstützte Personaleinsatzplanung und-steuerung im Gesundheitswesen, KI-PEPS).
04/01/2022Robotics have made their way into many areas in healthcare. So far, intensive care units had not utilized robotic systems. Now there is an application that facilitates ICU care tasks.
17/12/2021Scissors symbolize a gap and problems in today’s society. One of them is global health inequalities: While developed countries tend to have a surplus of doctors and medical professionals, people with medical problems in low-income countries must often travel hundreds of miles before they find access to health services.
01/12/2021Cochlear implants are devices that partially restore hearing in wearers. Unfortunately, the signal transmission from the implant to the auditory nerve is still rather basic, thus limiting the sound quality. Future implants could be more accurate in this setting by using light versus electrical pulses to stimulate nerve cells in the ear.
01/10/2021Unpacking and sorting of blood samples from general practitioners is a monotonous and time-consuming task. The Aalborg University Hospital has now automated the process: Up to 3000 blood samples every day are unpacked and sorted by two lab robots provided by LT Automation. Furthermore, the samples are temperature monitored and tracked, using the Intelligent Transport Boxes.
01/10/2021Falls are one of the most common causes of patient injury in both hospital and nursing home settings. Without technical assistance, falls are difficult to predict and prevent. But even if care facilities use technology, it tends to be based on outdated approaches.
01/10/2021In the laboratory, there is some work that is time-consuming and monotonous – making it the perfect place for digital solutions such as artificial intelligence or robotics. But what work can these systems really take on in a meaningful way, in which areas of the lab are they present today, and where do they still need to be improved?
01/10/2021They have probably never been in the spotlight as much as during the pandemic: laboratories. In Germany alone, around 73 million COVID-19-tests have been evaluated since the beginning of 2020. And even away from Corona, laboratory physicians have a lot to do – blood, urine and aspirates have to be evaluated every day. That results in an enormous amount of work, just in terms of organization.
01/09/2021Wearables are increasingly being used in sports medicine, for example, to prevent injuries or to provide users individually with real-time data about their fitness and health. By analyzing this data, risks for sports injuries can be identified early and training can be customized to the user's needs and goals.
01/09/2021Artificial intelligence, sensors, wearables: they all collect and process data from their wearers. They are particularly popular in sports, because users no longer have to rely on their intuition, but can optimise their training based on sober, exact data. However, wearables are often criticized for being not only practical gadgets but also data krakens.
23/08/2021One lesson the COVID-19 pandemic has taught us is hospitals are short on staff and time is a most valuable and scarce resource in health care that should not be wasted. That is why it only makes sense to automate repetitive and recurring tasks that are big time wasters and keep hospital staff from doing more important work.
22/07/2021As an important part of their education, medical students learn clinical skills by practicing on patients. Unfortunately, this was sometimes not an option amid the COVID-19 pandemic. The solution? Training with virtual patients. Even post-pandemic, they are a great learning tool for future medical professionals.
22/06/2021Data silos still prevail in the German health care system: providers store and collect patient data for their own purposes, making it not available to the entire organization. Many still mainly share this data in analog form. Comprehensive, integrated delivery networks would make many practices easier.
10/06/2021Helping hospitals in Germany build a long-term digitization strategy - that is the declared goal of the young founding team of the innovation go platform, which started at the Osnabrück University of Applied Sciences. The project is funded by EXIST, a support program of the German Federal Ministry for Economic Affairs and Energy (BMWi).
12/05/2021A current research project develops a system designed to support critical care physicians in the future. The research project "A Learning and Interoperable Smart Expert System for Pediatric Intensive Care Medicine (ELISE)" uses data collected via machine learning algorithms to assist diagnostic decision-making.
03/05/2021Fostering healthy behavior, improving preventive care, and managing chronic conditions: medical apps can make personal health easier. After the launch of the Digital Healthcare Act (DVG) in 2019, Germany has turned over a new leaf in healthcare. Physicians in Germany can now prescribe digital health applications with the costs covered by statutory insurance.
03/05/2021The benefits of digital health applications are numerous and include the flexibility to self-monitor your illness from home with a mobile device. One caveat: Digital health applications must abide by technical and legal frameworks to be recognized as such.
22/04/2021Behind every hospital are sophisticated and complex logistics that must run like clockwork to keep things going. But how good are the processes when it comes to managing patient care and hospital staff? There are many weak links that can be avoided. Comprehensive digitization and efficient, targeted healthcare workforce management are required to set up hospital logistics for future success.
07/04/2021Patient safety is a top priority in any healthcare setting. These days, this no longer just applies to health care delivery. Thanks to the increasing use of digital and mobile technologies, protecting patient data is also becoming increasingly important.
01/03/2021Keeping your distance, washing your hands, wearing a mask – such protective measures have been the order of the day since the SARS-CoV-2 pandemic began. But appropriate products or procedures are not suitable for everyone, are often unavailable or, despite everything, carry a residual risk. The need for new, better solutions is high. But necessity is the mother of invention.
11/01/2021Today, managing one's own chronic disease is hardly possible without digital helpers – not least because of the corona pandemic. People with asthma also benefit from apps and wearables. They help patients connect better with doctors and better understand their own disease. Our Topic of the Month looks at why this is so important and what the digital services can do.
11/01/2021According to the WHO, around 600 million people worldwide suffer from chronic respiratory diseases such as asthma. Key in the fight against these diseases is therapy adherence, but many sufferers often find this difficult. The result is increased hospitalization, which ultimately comes at the expense of the healthcare system. Smart and mobile technologies could change that.
01/10/2020Whether 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.
01/10/2020Scheduling, bed management, and menu ordering – today’s hospitals take advantage of a variety of digital services. In the worst-case scenario, each service requires a different interface to the central information system, marking a major barrier that holds back digitization. With ConnectedCare, BEWATEC shows there is a better way.
01/10/2020Every year, new technologies hit the market. They expand, update, and connect hospitals and healthcare facilities. But advancing digitization not only accelerates the speed of improvements, it also uncovers problem areas that must still be fixed.
08/09/2020In 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.
01/09/2020Accuracy is paramount in laboratory settings and ensures that lab results are valid. Errors in a lab can render series of tests unusable and waste precious time and money. In the medical realm, this might even result in clinical trial errors. Augmented reality (AR) can help laboratory technicians to prevent errors and guide their work in the future.
01/09/2020There is likely no other branch of medicine where you can find as many high-tech devices as in modern laboratories. A major part of diagnostic and biomedical research is done here. A lot of individual steps in work processes need to be followed precisely to ensure the results’ quality. Also, a lot of data is generated here.
01/09/2020Laboratories have to analyze and interpret an ever-increasing number of samples for research and diagnostic services, generating lots of data in the process. At the same time, labs are required to produce quality results and operate with speed. Processes that could once be managed using laboratory notebooks and isolated systems must become smart in the future to improve lab efficiency.
01/09/2020Diagnostics, biomedical research, screening active ingredient candidates - laboratories perform many functions and must be flexible. Growing and evolving healthcare demands mean labs have to process an increasing number of samples. Modern laboratory information management systems can already support high-throughput, but a smart laboratory environment can make things even more efficient.
24/08/2020For the annual MEDICA trade fair, companies from all over the world assemble in Düsseldorf. The Israel Export Institute has been a part of it for the last couple of years. They present medical devices and digital innovations from different Israeli companies at their joint booth.
10/08/2020This is how a conventional ultrasound scan works: patients lie down on a table next to the ultrasound machine. A doctor uses a probe to scan the part of the body in question, while he or she looks at the pictures on a monitor. In other words, the physician either focuses on his/her hand on the patient or the monitor. The Fraunhofer IGD wants to change this process as part of the "sonAR" project.
16/06/2020Karl Schwarzenbrunner is the head of the Education and Science Department at the German Ice Hockey Association, and also a speaker at the 8th MEDICA MEDICINE + SPORTS CONFERENCE 2020, which will take place this year on 18 and 19 November in Düsseldorf.
08/06/2020Professional athletes depend on a speedy recovery from sports injuries or surgery because their livelihood depends on their physical fitness. Returning to competition too soon after injury can have negative health consequences. Standard tests are now combined with virtual reality to determine the optimal time to return to play.
22/05/2020Athletes 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.
04/05/2020In the operating room, minimally invasive procedures are increasingly used. Robot-assisted systems are a great help for the surgeon. They support the surgeon and are extremely precise. Through innovative research approaches, robotic systems are constantly evolving.
04/05/2020More compact, more flexibility, and more precision - these are the main characteristics developers strive for as they advance robotic-assisted surgical systems for the operating room. Several technology providers have already shown how it’s done, including the makers of the popular daVinci Surgical System. Yet for robotic-assisted systems, the sky is the limit.
22/04/2020Wearables offer practical solutions for the flexible measurement of data. The sensor from cosinuss° is worn directly in the ear and offers a precise monitoring of vital parameters.
08/04/2020The University Hospital Bonn has recently introduced an ultrasound device that's small enough to fit in your coat pocket. It's ready to use once you have connected it to a tablet or smartphone. The portable system makes bedside physical exams possible. The device primarily benefits students as it allows them to combine basic knowledge and clinical application.
03/03/2020Atrial fibrillation is one of the causes for a stroke and often appears without any previous indications. To reduce the risks and provide fast results, the application FibriCheck was invented. With the app it is possible to collect and measure data via smartphone camera.
01/01/2020Joints can suddenly or gradually deteriorate and lose their natural strength, whether it’s due to accidents, diseases or simple wear and tear. In some of these cases, implants of artificial joints – endoprostheses - can help. As a joint replacement, they are designed to stay in the body for as long as needed and as such improve the patient’s quality of life and mobility.
02/12/2019Average life expectancy keeps increasing, while birth rates are declining – at least when it comes to most industrial nations. The coming decades will see a decreasing number of gainfully employed people versus more and more senior citizens and people in need of care. It's a trend that already pushes healthcare to the brink. That's why we desperately need new concepts. One of them is AAL.
02/12/2019Our ageing society is confronted with fewer and fewer workers. One of the many consequences is a shortage of skilled nursing staff. Ambient Assisted Living should solve this problem. By equipping the living environment of elderly people or people in need of care with (technical) assistance systems, they are to be given more self-determination and security. The nursing staff also benefits.
02/12/2019Smart home systems are a perfect example of how technology can make our daily lives easier. The fact that they can use a tablet to adjust lighting and blinds in every room benefits older adults in more ways than one. These types of technical systems are a part of Ambient Assisted Living (AAL) and create a safe living environment for older persons.
02/12/2019Too many people in need of care and not enough health care professionals – we all know the problem. For years, research is underway to find digital solutions for AAL to support the growing number of older & sick adults. These new technologies aim to both alleviate caregiver burden and enhance everyday life of people in need of care with a minimum level of constraint whilst promoting independence.
22/10/2019Professor Jarek Krajewski sat down for a MEDICA interview and delivered a detailed description of the Sports Hub project. It highlights how big data and AI transform the world of sports medicine. The project delivers new insights and provides a versatile database.
08/10/2019The healthcare market offers a multitude of microscopes that make cells visible to the human eye. The same applies to AI-based software for image analysis. After taking the microscopic images, scientist are faced with large volumes of scans with usually low resolution. Yet when all aspects merge together, they open up a the world of digital pathology.
01/10/2019The Internet of Medical Things (IoMT) plays an important role in monitoring patients in hospitals or performing measurements at home. Here medical devices are connected via cloud, where all patient measurement data are collected and analyzed. In the course of digitalization, the relevance of clouds in the medical sector is constantly increasing.
01/10/2019The medical market is booming - medical ideas and visions for the future are more in demand than ever. Especially at MEDICA START-UP PARK 2019 young founders want to present their product innovations. Develop business contacts, meet investors and experience an international environment in just one place. Discover in our Topic of the Month what makes MEDICA START-UP PARK unique.
01/10/2019Pneumonia, COPD or cystic fibrosis – people with such lung diseases have to consult their doctor regularly. Little children have to undergo certain measurements by the doctor, too. In order to save people`s need to visit a doctor, telemedicine offers many ways to do examinations at home.
01/10/2019When the halls of MEDICA are open to the world to showcase medical innovations, one joint exhibition booth is guaranteed to attract special attention - the MEDICA START-UP PARK. The startups that present their advances in this setting are interesting to visitors and investors, yet long-time exhibitors and big businesses can also benefit from building relationships with these young companies.
02/09/2019In modern medicine, especially in the field of imaging, huge amounts of data are produced – so much that radiologists can hardly keep up with diagnosing the images. Artificial Intelligence could be the solution to this problem. But how exactly can it help in this task? How can man and machine work together? And what else will be possible in the future with the support of intelligent systems?
02/09/2019Artificial intelligence is no longer a dream of the future in medicine. Many studies and initial application examples show that it sometimes achieves better results than human physicians. At Jena University Hospital, the work with AI is already lived practice. It is the first institution in the world to use algorithms in radiological routine to reconstruct CT images.
02/09/2019Radiology is a field that produces large volumes of data, which can no longer be managed without the help of intelligent systems. This is especially true when it comes to the interpretation of medical images. While this takes physicians years of training and experience, several hours of work and the highest level of concentration, AI only requires a few seconds to accomplish the same task.
02/09/2019More patients, more examinations, more CT images – in radiology there is too much work for too few physicians. CT scans are evaluated in the shortest possible time, which leads to anomalies being overlooked. Artificial intelligence, on the other hand, works with constant speed and performance, which is why radiological routine increasingly relies on its support.
22/08/2019The German Medical Award will take place on November 18, 2019, as part of the MEDICA trade fair in Düsseldorf. The ceremony emphasizes the commitment to excellence in cutting-edge care for patients. Doctors, clinical centers and companies in the medical and healthcare industry can demonstrate their achievements in medicine and management in hopes of receiving the coveted award.
01/08/2019The medical devices value chain has gaps between academic research and industrial practice that slow down innovation processes. This also applies to time-sensitive and urgently needed products such as rapid diagnostic tests to identify resistant pathogens. At the InfectoGnostics Research Campus in Jena, partners from research and medicine team up to close these gaps.
22/07/2019Modern imaging opens news doors to surgeries. Yet it also poses major problems for surgeons: They use two-dimensional images to navigate through a three-dimensional surgical environment, while they continuously have to switch their focus back and forth between the images and the patient. Now help is on the way in the form of interactive 3D projections and mixed reality (MR).
01/07/2019Amateur and professional athletes are susceptible to sports injuries, balance disorders or deficits in motor function and posture. Prevention and the right training can help avoid these incidents, while targeted therapy can support a return to sports after an injury.
01/07/2019Stationary or mobile - competitive athletes rely on regular health assessments. They must deliver peak performance and be physically fit during competitions. But when do they reach their physical limits? Are there any devices that provide information, no matter where the test subject is located?
24/06/2019Improving technology transfer from research to industry and driving robotics development - that's the idea behind the KUKA Innovation Award. This year’s topic is "Healthy Living". Applicants from around the world were tasked with creating a robot application for healthcare settings. Now, the finalists, who will showcase their innovations at the MEDICA 2019 trade fair have been selected.
03/06/2019For most people, enjoying a good quality of life means having the ability to move freely, safely and independently. Intensive and costly rehabilitation is needed if this is no longer an option after a stroke for example. We are introducing some projects that deliver innovative robotic solutions.
03/06/2019It takes consistent repetitions if rehab patients want to relearn skills after surviving a stroke. This requires extreme effort. The industrial sector uses robots to perform repetitive tasks or handle jobs that require strength. What has been a fixture in factories for decades is now also making its way into rehabilitation facilities.
22/05/2019Many illnesses or old age require help with everyday tasks. Unfortunately, family members or caregivers aren’t always available to lend a hand. The MobiKa mobile service robot is designed to offer support, deliver motivation and improve the quality of life of those in need.
02/05/2019Safety 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.
02/05/2019Digitalization 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.
02/05/2019Digitization 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.
23/04/2019It's noisy, tight and scary - that's how children feel about a magnetic resonance imaging (MRI) machine. Because they are scared, they are often too fidgety and anxious during the procedure, causing the images to blur or the scan to be stopped. Researchers have now developed a VR app called Pingunauten Trainer that’s designed to gently prepare the little patients for MRI scans.
08/02/2019The consequences of sports injuries can be very serious and sideline athletes for a long time. Although it often seems like these injuries happen in a split second, they can also be the result of overuse and loads that usually weaken the athlete over time. This stress can be detected and reduced with wearable technology and injuries prevented before they happen.
02/01/2019Monitoring blood sugar levels, counting carbohydrates, calculating insulin doses, and keeping accurate records - diabetes is a data-intensive disease that demands a lot of self-discipline and attention from the patients. Some concerns are patients neglecting to keep a food journal, "fudged" test results or calculation errors. Digital solutions help patients easily manage the large volumes of data.
19/12/2018Continuous monitoring is an essential process with every disease. In the case of eye disorders, frequent retina measurements can facilitate early detection of deterioration to quickly initiate intervention. This calls for comprehensive care settings, easy ways to take measurements and prompt results. However, in reality, this is rarely the case.
22/08/2018Mix-ups, contamination and sample loss – most errors in pathology happen when specimen are received. Countless samples arrive daily at the laboratory, while the sample entry process is very monotonous. As a result, the work is inefficient. The start-up company inveox has now developed a system that automates the processes in the pathology laboratory, thus making them more efficient.
23/07/2018Every year, more than 250,000 patients worldwide receive heart valve implants. Children require repeated replacement surgery because their bodies are still growing, the prosthetic heart valves are not. Regenerative heart valves solve this problem. Until now, we have only been able to monitor how these living implants develop in the body after the fact. Computer models now make this predictable.
08/06/2018Every day, hospital staff has to manage complex processes to guarantee quality and patient safety. Yet in some areas, the use of checklists and manuals tends to be more cumbersome and not useful – as is the case in sterile processing. A new project studies how augmented reality can take all the necessary information into the staff's field of view.
22/03/2018Virtual reality and medicine are increasingly mentioned in the same context. In addition to the development of applications that support the treatment of patients suffering from chronic pain and anxiety, this technology also benefits medical staff. Two months ago, the Ulm University Hospital has opened the VR Lab, where medical students can train and learn with the help of 3D organs.
08/03/2018Automation makes work life easier in many ways but is it also a solution for analyzing medical images? Is a computer actually reliable enough to assist in the medical decision making process? Researchers in Landshut examine how machine learning algorithms can work more reliably and support radiologists.