Keyword: big data

Photo

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,…

Photo

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…

Photo

Machine Learning

Finding the right algorithms to tackle big data

Executive Director of European Hospital, 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, Tracy…

Photo

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…

Photo

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…

Photo

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…

Photo

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…

Photo

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…

Photo

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…

Photo

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…

Photo

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 —…

Photo

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…

Photo

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.

Photo

Virus spread

New flu forecasting tool uses evolution to make earlier predictions

Each year, public health officials monitor the spread of influenza to identify which flu strains need to go into that year’s vaccines and where outbreaks will occur. But it can be difficult to predict how bad a particular flu season will be until people actually start getting sick. A new flu forecasting tool built by scientists at the University of Chicago aims to make better predictions by…

Photo

IT solutions

Big data: Utilising potential where it presents itself

Useful IT tools are abundant in today’s laboratories – ranging from software to evaluate analyses to specialist software for quality control, and middleware linking different devices. However, all these tools generate data, the adequate utilisation of which is not an easy task, said Udo Margraff, CEO of Laboratoires Réunis in Luxembourg, during our European Hospital interview. Among other…

Photo

Data Security

IT Researchers Break Anonymity of Gene Databases

DNA profiles can reveal a number of details about individuals. There are laws in place that regulate the trade of gene data. However, these laws do not apply to an equally relevant type of genetic data, so-called microRNAs. This means that anonymity needs to be strictly maintained in microRNA studies as well. Researchers from the Research Center for IT Security, CISPA, have now been able to show…

Photo

MR Fingerprinting

Radiologists will become computer technicians

‘Magnetic resonance imaging is a very dynamic field,’ declared Professor Siegfried Trattnig, head of the Centre of Excellence for High Field MRI in the Department of Biomedical Imaging and Image-guided Therapy, at Vienna Medical University. Indeed, this September, two mega trends emphasised by Trattnig – the shift from qualitative to quantitative imaging and Big Data – dominated the 33rd…

36 show more articles