Keyword: big data

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A look into the crystal ball

Experts debate predictive potential of AI

‘Hello, John? You are about to suffer a heart attack – please come to the hospital immediately!’ Will we, one day, be collected by emergency doctors even before we’re ill? If it was up to some AI experts at Medica 2018, this could be the case – soon. Held during the event, the Health IT Forum examined the predictive potential of artificial intelligence – although some obstacles must…

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Health Innovation Night

Digitization: New therapy approaches for the patient 'hospital'

Digitalization offers great potential for hospitals: diseases can be detected earlier, internal processes more efficiently organized, health expenditure reduced and patients better cared for. Artificial intelligence, robotics, sensor technology, big data, additive manufacturing or augmented reality - the technologies for this have long been available.

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Xpomet preview

A passion for value-based innovations in medicine

International leaders in medicine aim at analyzing, evaluating, and incorporating the major developments in the field into the ecosystem of Xpomet Medicinale. These leaders forming the Medical Board met on 20 March to discuss the trending topics and how to approach them regarding the structure and goals of the Festival. Christian Dierks, owner of the innovation consultancy for healthcare and life…

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Distributed learning

Radiomics on tap in 5-10 years

Keeping data within the hospital by sending the learning modules to each hospital database might prove a game-changer in radiomics, a leading Dutch researcher will show at ECR 2019. Radiomics, a field that aims to extract large amounts of quantitative features from medical images using data-characterisation algorithms, is a major advance for healthcare, according to Philippe Lambin, a radiation…

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Breast and skeletal health

AI is proving pivotal in women’s health solutions

Artificial Intelligence (AI) is proving pivotal as Hologic evolves its women’s health solutions. With a focus on breast and skeletal health, future steps will see the medical technology company incorporate a more integrated approach to drive better, more cost effective, outcomes that are clinically supported to deliver an improved patient experience. Pete Valenti, Hologic’s division president…

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Neuro-research

Brain-computer interfaces: Getting a Grasp on how we think

A world where machines can be controlled by thought alone – such is the promise of so-called brain-computer interfaces (BCI). BCIs are both hardware and software communication systems that read brain and nerve signals, convert those into electrical signals and translate human thoughts into machine commands. Developers of BCIs rely on artificial intelligence, neural network models and big data…

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Future of radiology

'Radiologists who do not use AI will be replaced by those who do'

Recent developments in artificial intelligence (AI) created a veritable hype. However, that initial awe was increasingly mixed with apprehension about the potential effects of AI on healthcare. In radiology, bleak dystopias are conjured up with AI replacing the human radiologist. A scenario that Dr Felix Nensa, consultant at the Institute of Diagnostic and Interventional Radiology and…

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The EFLM Strategic Conference

Placing the medical lab in a future landscape

The need to ensure that laboratory medicine can meet the future challenges of a rapidly changing healthcare environment sits at the core of an innovative strategic conference for this sector. The agenda of the European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) Strategic Conference in Mannheim (18-19 June) highlighted the challenges, and also outlined areas of discussion to…

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Risk assessment

Predictive potential of Big Data in the lab

Big Data can be a critical tool in helping clinicians develop advanced patient health risk assessment and stratification models as well as leading to a new level of patient empowerment. Professor Josep Roca outlined the benefits of Big Data in a laboratory context during the European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) Strategic Conference held in Mannheim, Germany,…

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Transformation

The USA’s digital healthcare revolution

The digital revolution in healthcare in the United States is marching steadily forward, spurred by federal government regulations and financial incentives, by technological innovations, and by the necessities of increasing healthcare treatment efficiency, of lowering its cost and economic impact, and of elevating communications among providers, patients and payers to the norms of the 21st…

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Machine Learning

Finding the right algorithms to tackle big data

Tracy Accardi, Hologic’s Vice President (Global R&D), spoke of the importance of innovation, tomosynthesis, artificial intelligence/deep learning and open dialogue with the radiology community. Hologic addresses a broad spectrum of gynaecological, perinatal, aesthetic, skeletal and breast women’s health issues. To enhance this approach, Accardi, explained the importance of working closely…

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Assisting algorithms

Big data advances rare disease diagnosis and cancer therapy

Two major projects feeding on big data and based in Spain have recently come under the spotlight: Mendelian, a tool to expedite rare diseases diagnosis, and Harmony, an EU platform that aims to improve targeted therapy in haematological cancer. Rare diseases affect as many as 6% of the Spanish population. Although this percentage is high, these conditions are individually rare, which complicates…

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Precision medicine

Promising radiomics for breast MRI

‘Breast cancer rates are continuously increasing, and we don’t yet have a means of prevention,’ said Dr Clemens Kaiser, from the Medical Faculty Mannheim, at Heidelberg University, who believes the only way to save more patients from death, after providing the best possible diagnostics procedures, is via precision medicine: the right treatment at the earliest possible time. The radiologist…

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Big data in the lab

The benefits of tackling acute kidney injury at the earliest opportunity

Steps taken by a New York health system to identify and tackle acute kidney injury (AKI) at an early stage are having a significant impact on improving intervention and patient outcomes. Key to the turnaround has lay in pathologists accessing big data from the laboratory, and working more closely with administrative personnel to identify early AKI and then responding to it more quickly. Speaking…

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Value based lab medicine

Meeting the challenge of modern laboratory demands

Faced with the constant challenge of increasing demand and a backdrop of falling reimbursement, Mayo Clinic in the United States has adopted an innovative and proactive approach to managing its laboratory services. That has seen the US-based medical giant embrace a variety of tools and reference materials to aid clinician decision making, improve care and lower costs. Dr Curt Hanson, Chief…

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Memory-Driven Computing

Time lapse for dementia research

The German Center for Neurodegenerative Diseases (DZNE) is just starting the operation of a new high-performance computer in Bonn. It should significantly accelerate the evaluation of biomedical data and thus lead to faster progress in dementia research. For this the computer uses the principles of the novel computer architecture "Memory-Driven Computing". Time is running out: Dementias…

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Compelling cohorts

Population imaging: Big Data will boost disease prediction

Population imaging is key to determining disease prediction and risk prevention, and Big Data will be key to extracting information and drawing analysis from imaging results, experts highlighted during the annual meeting of the European Society of Magnetic Resonance in Medicine and Biology (ESMRMB) held in Barcelona in October. Interest in cohort studies has been increasing over the years and…

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The InnerEye Project

AI drives analysis of medical images

Some time in the distant future artificial intelligence (AI) systems may displace radiologists and many other medical specialists. However, in a far more realistic future AI tools will assist radiologists by performing very complex functions with medical imaging data that are impossible or unfeasible today, according to a presentation at the RSNA/AAPM Symposium during the Radiological Society of…

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Platform demonstrations

AEGLE webinars take a look at Big Data analytics in Healthcare

In February 20th and 22nd and March 15th 2018 AEGLE is launching a series of webinars with the objective of demonstrating how the final prototype of the AEGLE platform supports the use of big data analytics in healthcare. The tools and analytics that the AEGLE Platform supports can be used for both (clinical) research and clinical practice. The four demos that will take place online through a…

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Speech analysis

Psychotic or not? Software can tell by listening to your voice

Computer-based analyses of speech transcripts obtained from interviews with at-risk youths were able to predict which youths would later develop psychosis within two years, with an accuracy of up to 83 percent. In two independent cohorts of young people at risk for psychosis, a disturbance in the flow of meaning when speaking, otherwise known as being tangential or going off track, predicted who…

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Consumer Electronic Show

Blockchain, Blue Button and interoperability among hot topics at CES 2018

The tech world descended upon Las Vegas this week for the annual Consumer Electronics Show, and plenty of health IT’s biggest players were in attendance. While much of the discussion was on consumer-friendly health tools and novel digital interventions, there were still a handful of products and discussions between executives and entrepreneurs focused on healthcare’s largest roadblocks —…

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More than just a system crash

What are the limits of AI in clinical decision support systems?

Every day we hear news about Artificial Intelligence (AI) impacting more and more aspects of our lives. Stories about autonomous vehicles would probably top a current list of AI news. With all the excitement coming with these promising AI technologies, we are also starting to understand the limitations. In a recent Las Vegas traffic accident involving an autonomous bus and a truck, the cited…

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The power of mobile intelligent information systems

Structuring data collection and diagnosis

Today’s healthcare IT market offers myriads of so-called comprehensive solutions to digitise administrative processes. However, in real life, long and verbose diagnoses and medical findings - and even paper-based documentation - are still widespread.

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