Mar 25, 2010
Medical Researchers Tap Xerox “Text Mining” Tool to Curb Hospital-Acquired Infections
Researchers Use Xerox Language Technology to Analyze Patient Records, Improve Quality of Healthcare in Hospitals
GRENOBLE, France – Each year, hospital-acquired infections (HAIs) affect millions of patients around the world, killing hundreds of thousands. While doctors and nurses have stepped-up hand washing and other methods to curtail infection, linguists at Xerox Corporation (NYSE: XRX) have teamed up with medical researchers in France to explore how “language technology” can help. During a three-year project, researchers will use an advanced “text mining” tool developed by Xerox to analyze medical records, automatically identifying patients who could be at risk of contracting an HAI.
The project, titled Assistant de Lutte Automatisée et de Détection des Infections (ALADIN), is being sponsored by the French government in an effort to help detect HAIs more quickly and reduce infections.
The ALADIN team will use FactSpotter, a technology developed at the Xerox Research Centre Europe, in France, to review medical records and identify specific terms and sequences of facts that indicate a patient may have contracted an HAI. The software not only pinpoints meaningful pieces of information, such as patient symptoms, drugs and names of bacteria but also how they are linked to each other. When these links identify potential risk of an HAI, the system automatically alerts the staff, so preventative measures can be taken.
“Hospital-acquired infections are complex and can have many different causes. They may be the direct result of the type of care or completely independent of it but linked to a patient’s illness or condition,” says Dr Marie-Hélène Metzger,Hôpital Henry Gabriell sss medical lead on themedimemdi project. “Linguistic technology plays a vital role in extracting the information required to correctly judge the situation and make the right decision. That’s what this project is all about.”
According to the Centers for Disease Control, hospital-acquired infections in the U.S. result in an estimated 1.7 million infections and as many as 99,000 deaths yearly. The cost is pegged at $45 billion annually. In France alone it is estimated that 4,000 HAI- related deaths occur each year and that a third of these could have been prevented.
“Every patient is different which makes it impossible to capture every piece of relevant information in a checklist or form,” says Frédérique Segond, principal scientist at the Xerox Research Centre Europe and coordinator of the project. “Using our advanced text mining technology to analyze entire patient records, we can extract information specific to each case to help doctors evaluate the patient risk and quickly take the right action.”
The project brings together a range of unique competencies in the fields of natural language processing, terminology, knowledge representation, epidemiological surveillance, medicine and care associated infections. Technology experts come from Xerox’s Research Centre Europe, CISMeF: the Catalog and Index of French-language Health Internet resources; Vidal -the French equivalent of the Physician's Desk Reference; and the research team in public health and epidemiology from Université Claude Bernard – Centre National de Recherche Scientifique UMR 5558 in Lyons.
ALADIN is a three-year project sponsored by the French National Research Agency (ANRT) TecSan program, which is designed to promote applications in innovative health technologies. The program is aligned with the European Union strategy to improve patient safety and reduce healthcare costs.
FactSpotter is one of Xerox’s Smarter Document ManagementSM technologies that enable documents to perform intelligent analysis and processing.
Xerox & Healthcare
Xerox is the largest provider to manage all document and business process needs within a healthcare organization – from clinical and operational to financial and administrative. Through ACS, now a Xerox company, Xerox manages all aspects of healthcare programs, healthcare IT, clinical workflows, administration and patient accounting, care and disease management, and business office and revenue cycle operations.
For government healthcare agencies, ACS provides total population health management services through an integrated solution, from care management and electronic health records to pharmacy benefits management and traditional Medicaid fiscal agent services.
Through these programs, ACS, A Xerox Company, touches the lives of nearly one in every three insured individuals in the United States. Working with 19 of the top 20 managed care health plans; ACS processes 250 million claims annually, reducing processing costs by up to 50 percent.
Xerox Corporation is a $22 billion leading global enterprise for business process and document management. Through its broad portfolio of technology, services and outsourcing offerings, Xerox provides the essential back-office support that clears the way for clients to focus on what they do best: their real business. Through ACS, A Xerox Company, which Xerox acquired in February 2010, Xerox also offers extensive business process outsourcing and information technology outsourcing services, including data processing, HR benefits management, finance support, and customer relationship management services for commercial and government organizations worldwide.