Search for: "data science" - 250 articles found

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Mass Spectrometry

Shimadzu – Axima iDplus Assurance

Dimensions: 700 × 1,920 × 850 mm (w × h × d)Weight: 330 kg, excluding data systemHighlights: Axima Assurance – Flexibility and Quality:The Axima Assurance is designed with the general ­analytical and life science laboratory in mind.Incorporating a variable repetition rate 50 Hz N2 laser, the system provides high quality and high sensitivity rapid MALDI…

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Article • PACS administrators as quality control monitors of algorithms

The “watchdogs” of AI radiology tools

Radiology AI products are a whole new world. So is running them safely and efficiently in production. At the 2024 Society for Imaging Informatics in Medicine (SIIM) Annual Meeting, an expert outlined how new skills and resources are needed to use these AI tools – and how PACS administrators could evolve their position to fit this important role.

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Article • Future treaments discussed at senology congress

How will we treat breast cancer in 2034?

The year: 2034. Breast cancer patients benefit from perfectly personalised diagnostics and therapies. The tedium of follow-up treatments is a thing of the past, thanks to AI, augmented reality and robotics. Just a tale from the realm of science fiction, or could this soon be clinical reality? At the annual meeting of the German Senologic Society, Prof Dr Marc Thill from the Agaplesion Markus…

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News • Low field imaging

0.05 Tesla MRI: When less is more

A whole-body MRI scanner with a compact 0.05 Tesla permanent magnet has been developed that operates on a standard wall power outlet without radiofrequency or magnetic shielding cages.

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Article • Benefits of seated placement

Patient positioning during cancer radiotherapy: Upright is alright

The concept of delivering radiation therapy to cancer patients seated in an upright position is undergoing a major resurgence. Evidence is already highlighting that patients feel more comfortable seated upright and enjoy better communication with radiotherapists during their care. In addition, there are indications of less internal organ movement, enabling more accurate treatment delivery.…

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Article • Photon-counting CT, strain imaging, 4D flow MRI

How new technologies shape the future of cardiovascular radiology

New approaches to cardiovascular radiology are evolving to help clinicians gain an increasingly better insight into heart conditions. Latest developments in cardiovascular radiology include myocardial strain imaging, 4D flow and photon-counting CT technology. An ECR 2024 session shone the spotlight on these areas of cardiovascular imaging with expert speakers outlining the pros and cons of each.

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Article • Need for diversity in training datasets

Artificial intelligence in healthcare: not always fair

Machine learning and AI are playing an increasingly important role in medicine and healthcare, and not just since ChatGPT. This is especially true in data-intensive specialties such as radiology, pathology or intensive care. The quality of diagnostics and decision-making via AI, however, does not only depend on a sophisticated algorithm but – crucially – on the quality of the training data.

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Article • Potential of large language models for nursing and health science education

ChatGPT: the next big thing in cardiology?

Hardly a day passes without new headlines about ChatGPT, the AI-powered large language model, and its potential applications in healthcare. First results have been somewhat sobering after the initial hype, with the AI’s “hallucinations” often replacing scientific truth. Still, Professor Philip Moons is convinced that the chatbot might bring actual benefits to nursing and health science…

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Article • Sustainability

The challenge of "greening" medical technologies

Under the impulse of the European Commission, the in vitro diagnostic industry is developing emerging technologies to implement sustainable practices in medical laboratories. As sustainability has been a growing priority of the European Union (EU) in the last decade, ‘the medical technology sector, particularly the IVD sector, must comply with European legislation in this field like all other…

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Article • Evolving technology

Exosuits for human augmentation and assistance

Exosuits are adding a new dimension to rehabilitation and human augmentation options for people with limited movements after sustaining injury. High-tech sensors, actuators, controllers and soft textiles are advancing the possibilities of exosuits, with 3D printed components further enhancing the power and accuracy of the devices. The latest innovations were outlined by exosuit expert Professor…

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Article • Webcams in neonatology offer clinical value

Baby on-screen 24/7

True or false: Webcams have only recently been introduced in neonatology and are a patient-side component of the Digital Health Portfolio. False! Already in 1989, Professor Dr Roland Wauer at Charité Berlin built his DIY system to transmit images from the neonatology ward.

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Article • How to bring about better patient outcomes with health data

Propelling innovation in healthcare with the help of health data spaces

January 28 saw the celebration of the “Data Protection Day” as it is called in Europe, or respectively the “Privacy Day” as it is referred to outside of Europe. It marks the date on which the Council of Europe’s data protection convention, known as “Convention 108” was opened for signature back in 1981. According to the Council of Europe, it is the ‘only international,…

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Article • Data protection

A shared EU data space for health?

The General Data Protection Regulation (GDPR), which came into force in 2018, has reinforced the European Union’s (EU) reputation of being comparatively strict regarding the protection of personal data within its member states. While the GDPR is generally considered a success, setting standards even outside its jurisdiction, critical voices are becoming louder.

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Article • AI provides prognostic information

Next-generation deep learning models predict cancer survival

Deaths from cancer are currently estimated at 10 million each year worldwide. Conventional cancer staging systems aim to categorize patients into different groups with distinct outcomes. ‘However, even within a specific stage, there is often substantial variation in patient outcomes,’ Markus Plass, academic researcher from the Medical University of Graz, Austria, explained to Healthcare in…

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Article • Possibilities and risks

AI in cardiology: so much is feasible – but is everything useful?

It might sound like science fiction but it is reality in cardiology: with the help of artificial intelligence (AI) physicians can recognize from a patient’s headshot whether the person is suffering from coronary artery disease and is therefore at risk of myocardial infarction. But is that knowledge really useful? Professor Dr David Duncker calls for a differentiated and careful assessment of…

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News • Nonfungible tokens

Can NFT technology benefit healthcare?

NFTs, or nonfungible tokens, first made a splash in the art world as a platform to buy and sell digital art backed by a digital contract. But could NFT be useful in other markets such as healthcare?

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Article • Mini-microscopes

Are disposable robots conquering the labs of the future?

The team at the Institute of Medical Device Technology at the University of Stuttgart, Germany, is developing methods to produce top-quality medical devices at affordable prices. Professor Dr Peter Pott, the director of the institute, turns to 3D printers to successfully realize his vision of “high end at low cost”.

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Article • BCI

Quantum sensors for next-gen brain-computer interfaces

Connecting the brain with a machine has been a powerful dream of mankind. What used to be science fiction, from the Borg in Star Trek to the Matrix, has become mainstream thanks to Elon Musk and Mark Zuckerberg who have put their entrepreneurial commitments into the area of neurotechnology. Recently, Professor Surjo R. Soekadar outlined current and upcoming applications of brain-computer…

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Article • Key technologies

Artificial intelligence in medicine will prevail

Artificial intelligence (AI) is changing our healthcare systems. It can help us detect diseases earlier, improve patient care and reduce healthcare costs. However, there is still a lack of trust, of rules and safety regulations and of broad data pools. How can we use AI successfully in healthcare systems and what role will it play in the future?

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News • Chemotherapy approach

New receptor insights might leave cancer bitter

Bitter taste receptors do not only support humans in tasting. They are also found on cancer cells. A team led by Veronika Somoza from the Faculty of Chemistry at the University of Vienna and the German Leibniz Institute for Food Systems Biology at the Technical University of Munich has investigated the role they play there. For this purpose, the scientists compiled and evaluated extensive…

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News • Synthetic nucleic acid

New approach could help weak hearts

Heart failure with preserved ejection fraction was previously considered largely untreatable. A research team at the Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) led by Professor Michael Gotthardt has now succeeded for the first time in improving cardiac function with the help of a synthetic nucleic acid, as the researchers report in the journal Science…

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News • Conducting diagnostics

Detecting breast cancer via electrical currents in the skin

Mammograms are a safe, effective way to detect the presence of breast cancer in women. But doctors recommend most females should start getting mammograms after the age of 40 in part because the procedure involves small doses of ionizing radiation. While the risk of getting breast cancer is higher for older people, it can strike at any age. Studies show that 5% to 7% of females with breast cancer…

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Article • WSI, AI and more

New digital frontiers for nephrology

Digital technology solutions create new opportunities in diagnosis and assessment of renal conditions. With whole slide imaging (WSI), improved workflow and better visualization, such technology already yields a ROI for hospitals and laboratories.

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Article • Digital infrastructure

Update: 5G in German healthcare

This September, the symposium 5G4Healthcare, organised by the Technical University of Applied Sciences (Ostbayerische Technische Hochschule - OTH) Amberg-Weiden, Germany, explored how 5G can contribute to greater efficiency in healthcare. The event was based on the insights from the 5G4Healthcare project at OTH. Launched in 2020, it is one of six research projects in the 5G innovation programme…

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News • Multiple biomarker detection

Smart bandage shows promise for chronic wound monitoring

A research team led by Professor Lim Chwee Teck from the National University of Singapore’s (NUS) Department of Biomedical Engineering and Institute for Health Innovation & Technology (iHealthtech), in collaboration with clinical partners from Singapore General Hospital, has developed a smart wearable sensor that can conduct real-time, point-of-care assessment of chronic wounds wirelessly…

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Sponsored • Exhibition report

Healthcare technology innovations on show at CMEF Autumn 2021

Under the motto "new tech, smart future", the latest edition of the Chinese Medical Equipment Fair (CMEF) showcased technological innovations at the Shenzhen World Exhibition & Convention Center. The 4-day event, which covered critical technology advances in AI, deep learning, big data, 5G and much more, also served to display the technological and economic growth in China, with…

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Article • Cyberattacks and countermeasures

Healthcare cybersecurity in the EU and US: a technical, regulatory or political issue?

The pandemic has put a spotlight on the increasing role of cyberattacks and weaknesses in healthcare. In healthcare as in other industries, cybercrime does not stop at national borders. With this idea in mind, the US consulate general in Düsseldorf and the US embassy in Vienna recently invited interested parties to their Cybersecurity in Healthcare Briefing.

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News • 'CRyPTIC' research

Global tuberculosis study identifies genetic causes of drug resistance

Using cutting-edge genomic sequencing techniques, researchers at the University of Oxford have identified almost all the genomic variation that gives people resistance to 13 of the most common tuberculosis (TB) drug treatments. The Comprehensive Resistance Prediction for Tuberculosis International Consortium (CRyPTIC) research project has collected the largest ever global dataset of clinical M.…

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News • ECG computation

Energy-efficient AI detects heart defects

Researchers at the national research institute for mathematics and computer science in the Netherlands (CWI), together with a colleague from Stichting Interuniversitair Micro-Elektronica Centrum (IMEC) in Eindhoven, have achieved a mathematical breakthrough in the computation of so-called spiking neural networks. Thanks to this breakthrough, special chips that are suitable for this artificial…

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News • Incubator 2.0

Artificial uterus improves odds for preemies

“An artificial uterus – the incubator 2.0 – will become a reality within 10 years,” says Jasmijn Kok, one of the founders of Juno, a spin-off from the Eindhoven University of Technology, Netherlands. Together with researchers from the department of Industrial Design from the University, including her twin sister Lyla Kok, she wants to bring a technology that increases the chances of…

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Article • Pregnancy imaging

Machine learning predicts placenta health from MRI scans

Machine learning methods are being used to predict the health of the placenta from a 30-second MRI scan. Researchers hope the approach will offer an insight into the health of expectant mothers and unborn babies by detecting the early signs of dangerous conditions such as pre-eclampsia. Researchers from the School of Biomedical Engineering & Imaging Sciences at King’s College London (KCL)…

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Article • Discussing benefits and flaws

AI in cardiology: a marriage made in heaven – or hell?

The role of Artificial Intelligence (AI) is one of the most divisive issues in cardiology. Two leading experts argue the pros and cons of its use, exploring its benefits and advantages to cardiac care, as well as highlighting the pitfalls and shortcomings of AI, while underlining the need for clear guidelines and regulations for its use going forward.

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News • Biological image analysis

Machine learning accelerates super-resolution microscopy

Scientists use super-resolution microscopy to study previously undiscovered cellular worlds, revealing nanometer-scale details inside cells. This method revolutionized light microscopy and earned its inventors the 2014 Nobel Prize in Chemistry. In an international collaboration, AI researchers from Tübingen have now developed an algorithm that significantly accelerates this technology.

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News • Imaging assistance

Deep learning method boosts MRI results without new data

When patients undergo an MRI, they are told to lie still because even the slightest movement compromises the quality of the images and can create blurred spots and speckles known as artifacts. Moreover, a long acquisition time is usually required to provide high-quality MRI images. A team of researchers from Washington University in St. Louis has found a new deep learning method that can minimize…

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Article • Skin cancer identification

Dermatology & AI: The need to quantify skin tones

Although artificial intelligence (AI) tools and smartphone apps that help identify suspicious moles and potential skin cancers are starting to proliferate, dermatology informatics has far to go before becoming a clinically adoptable technology. Many challenges need to be resolved, not least of which is the need for more image data representing people of colour.

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News • Congress

Patient-centered digitalization in modern healthcare

Patient-oriented innovations and cases of the processes digitalization are presented at the Healthcare Automation and Digitalization Congress 2021 (AUTOMA+ Healthcare Edition 2021). The Congress takes place online, at BGS Online Platform on September, 27-28, 2021, and gathers hospitals, healthcare providers, and pharmaceutical companies to network and share solutions regarding the personalized…

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News • Regulatory issues

Genetic data privacy, the GDPR, and research needs: a delicate balance

The EU’s General Data Protection Regulation (GDPR) has created a great deal of uncertainty about how key requirements should be interpreted. This means that collaborators in international genetic research projects do not always agree on fundamental issues such as whether they are processing personal data, consent requirements under the GDPR and on what basis genetic data can be transferred…

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Article • Cardiology advances

Digital solutions for heart failure patients

Triage HF Plus, highlighted in the BCS conference session ‘Digital Innovation in Cardiology - What's new?’ is a digital heart failure care project that uses a customised algorithm to detect early signs of deterioration in patients with implanted devices. During her presentation ‘Digital solutions to identify worsening heart failure’, consultant cardiologist Dr Fozia Ahmed discussed the…

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Article • Precision oncology

Personalized health and genomics: Minimizing collateral damage

A solid diagnosis has always been the first step on any patient’s journey to health. However, diagnostic categories are necessarily oversimplifications. In the last decades, medical professionals and scientists have begun to uncover the true variability in patients’ physiological and biochemical make-up that is the principal cause for individual variations in the way diseases present…

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News • Early detection and treatment of illnesses

Researchers develop implantable AI system

Artificial intelligence (AI) will fundamentally change medicine and healthcare: Diagnostic patient data, e.g. from ECG, EEG or X-ray images, can be analyzed with the help of machine learning, so that diseases can be detected at a very early stage based on subtle changes. However, implanting AI within the human body is still a major technical challenge. TU Dresden scientists at the Chair of…

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News • Early detection & prevention

Blood-based micro-RNAs indicate colorectal cancer risk

The risk of colorectal cancer can be predicted more accurately by determining seven blood-based micro-RNAs (miRNAs) than by using traditional methods - and can be done so many years before a diagnosis is made. In a current study, researchers from the German Cancer Research Center and the National Center for Tumor Diseases (NCT) Heidelberg show that miRNA profiles provide greater predictive…

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News • Vaccine-induced immune thrombotic thrombocytopenia

Rare blood clotting in brain after Covid-19 vaccination: study gives new insights

A new study of patients with cerebral venous thrombosis (CVT) following Covid-19 vaccination provides a clearer guide for clinicians trying to diagnose and treat patients. The research, led by University College London (UCL) and UCL Health and published in The Lancet, is the most detailed account of the characteristics of CVT, when it is caused by the novel condition vaccine-induced immune…

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News • Stockholm3 test to reduce MRI

New blood test to improve prostate cancer screening

Researchers at Karolinska Institutet recently reported that magnetic resonance imaging (MRI) could reduce overdiagnoses and thereby improve prostate cancer screening. Now, the same research group has published a study in The Lancet Oncology, which shows that the addition of a novel blood test, the Stockholm3 test, can reduce the number of MRIs performed by a third while further preventing the…

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Article • AI in public health

Inspiring women to create technology that impacts society

Some people change the narrative about technology and society. One of them is Nuria Oliver, Chief Data Scientist at Data-Pop Alliance, Chief Scientific Advisor at the Vodafone Institute, and Co-founder and Vice-president of the European Laboratory for Learning and Intelligent Systems (ELLIS). In an interview with HiE, she explains how she develops computational tools and uses artificial…

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Clinical intelligence

Dedalus and Rx.Health partner to 'liberate' healthcare data

Healthcare software company Dedalus announced its strategic partnership in North America with Rx.Health, an AI-based digital health unification and clinical intelligence platform. The partnership will enable collaboration between Dedalus’ solution, Digital Connect for Health (DC4H) with Rx.Health’s platform that unifies and automates digital health through an EHR connected formulary and 250+…

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Industry analysis

AI and cloud technology crucial for medical imaging & informatics market

The healthcare sector’s emphasis on meeting its Quadruple Aim goal—cost reduction, clinical outcomes, enhance the patient and caregiver experience, and improve the work-life of healthcare providers—encourages the medical imaging and informatics industry to use advanced technologies to tap into growth prospects. Frost & Sullivan’s recent analysis, Global Medical Imaging &…

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Article • Oncology

Pancreatic cancer - current challenges and future direction

Pancreatic cancer is one of the deadliest cancers in the world, and one of the most difficult to treat. In 2020, an estimated 495,000 individuals worldwide were diagnosed with pancreatic cancer and an estimated 466,000 died, according to statistics from the World Health Organization’s International Agency for Research on Cancer. Most patients with advanced disease die within a year of…

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Article • Screening, early detection, treatment optimisation

AI techniques advancing oncology care

Cancer care and the treatment clinicians can offer patients is being increasingly enhanced by Artificial Intelligence (AI). The technology has a role in diagnosis, with algorithms trained to design and deliver patient care, can match patients to clinical trials they may benefit from, and even help predict outcomes and those at greatest risk.

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Article • Women in medical R&D

Innovation depends on more than just technical skills

Cécile Geneviève is one of the few women who lead research and development (R&D) at a major company and her increasingly female team reflects women’s growing interest in the field. But while gender balance is an important criterion, it takes a broad palette of skills to innovate to alleviate pain for millions of patients, she explained in an interview with Healthcare in Europe.

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News • Connectome analysis

Machine learning improves prediction of stroke recovery

An international team of scientists led by EPFL has developed a system that combines information from the brain’s connectome – the “wiring” between neurons – and machine learning to assess and predict the outcome of stroke victims. When blood flow to the brain is somehow reduced or restricted, a person can suffer what we know as a stroke (from “ischemic stroke” in medical jargon).…

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News • Deep learning vs Aids

AI app could help diagnose HIV more accurately

Pioneering technology developed by University College London (UCL) and Africa Health Research Institute (AHRI) researchers could transform the ability to accurately interpret HIV test results, particularly in low- and middle-income countries. Academics from the London Centre for Nanotechnology at UCL and AHRI used deep learning (artificial intelligence/AI) algorithms to improve health workers’…

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