Linguamatics, headquartered in

Cambridge Cambridge ( ) is a List of cities in the United Kingdom, city and non-metropolitan district in the county of Cambridgeshire, England. It is the county town of Cambridgeshire and is located on the River Cam, north of London. As of the 2021 Unit ...

, England, with offices in the

United States The United States of America (USA), also known as the United States (U.S.) or America, is a country primarily located in North America. It is a federal republic of 50 U.S. state, states and a federal capital district, Washington, D.C. The 48 ...

and UK, is a provider of

text mining Text mining, text data mining (TDM) or text analytics is the process of deriving high-quality information from text. It involves "the discovery by computer of new, previously unknown information, by automatically extracting information from differe ...

systems through software licensing and services, primarily for

pharmaceutical Medication (also called medicament, medicine, pharmaceutical drug, medicinal product, medicinal drug or simply drug) is a drug used to diagnose, cure, treat, or prevent disease. Drug therapy ( pharmacotherapy) is an important part of the ...

and

healthcare Health care, or healthcare, is the improvement or maintenance of health via the preventive healthcare, prevention, diagnosis, therapy, treatment, wikt:amelioration, amelioration or cure of disease, illness, injury, and other disability, physic ...

applications. Founded in 2001, the company was purchased by

IQVIA IQVIA, formerly Quintiles and IMS Health, Inc., is an American Fortune 500 and S&P 500 multinational company serving the combined industries of health information technology and clinical research. IQVIA is a provider of biopharmaceutical develop ...

in January 2019.

Technology

The company develops enterprise search tools for the

life sciences This list of life sciences comprises the branches of science that involve the scientific study of life – such as microorganisms, plants, and animals including human beings. This science is one of the two major branches of natural science, ...

sector. The core

natural language processing Natural language processing (NLP) is a subfield of computer science and especially artificial intelligence. It is primarily concerned with providing computers with the ability to process data encoded in natural language and is thus closely related ...

engine (I2E) uses a

federated architecture Federated architecture (FA) is a pattern in enterprise architecture that allows interoperability and information sharing between semi-autonomous de-centrally organized lines of business (LOBs), information technology systems and applications. ...

to incorporate data from 3rd party resources. Initially developed to be used interactively through a

graphic user interface A graphical user interface, or GUI, is a form of user interface that allows users to interact with electronic devices through graphical icons and visual indicators such as secondary notation. In many applications, GUIs are used instead of te ...

, the core software also has an

application programming interface An application programming interface (API) is a connection between computers or between computer programs. It is a type of software Interface (computing), interface, offering a service to other pieces of software. A document or standard that des ...

that can be used to automate searches. LabKey,

Penn Medicine The University of Pennsylvania Health System (UPHS) is a major multi-hospital health system headquartered in Philadelphia, Pennsylvania. UPHS and the Perelman School of Medicine at the University of Pennsylvania together comprise Penn Medicine, ...

Atrius Health Atrius Health is a Massachusetts based healthcare organization with a system of connected care for adult and pediatric patients in eastern and central Massachusetts. Atrius Health's medical practices work together with the home health and hospice ...

and

Mercy Mercy (Middle English, from Anglo-French , from Medieval Latin , "price paid, wages", from Latin , "merchandise") is benevolence, forgiveness, and kindness in a variety of ethical, religious, social, and legal contexts. In the social and le ...

all use Linguamatics software to extract

electronic health record An electronic health record (EHR) is the systematized collection of electronically stored patient and population health information in a digital format. These records can be shared across different health care settings. Records are shared thro ...

data into data warehouses. Linguamatics software is used by 17 of the top 20 global pharmaceutical companies, the

US Food and Drug Administration The United States Food and Drug Administration (FDA or US FDA) is a federal agency of the Department of Health and Human Services. The FDA is responsible for protecting and promoting public health through the control and supervision of food ...

, as well as healthcare providers.

Software community

The core software, "I2E", is used by a number of companies to either extend their own software or to publish their data.

Copyright Clearance Center Copyright Clearance Center (CCC) is a U.S. company based in Danvers, Massachusetts, (although it is incorporated in New York State), that provides collective copyright licensing services for corporate and academic users of copyrighted materials. ...

uses I2E to produce searchable

indexes Index (: indexes or indices) may refer to: Arts, entertainment, and media Fictional entities * Index (A Certain Magical Index), Index (''A Certain Magical Index''), a character in the light novel series ''A Certain Magical Index'' * The Index, a ...

of material that would otherwise be unsearchable due to copyright.

Thomson Reuters Thomson Reuters Corporation ( ) is a Canadian multinational corporation, multinational content-driven technology Conglomerate (company), conglomerate. The company was founded in Toronto, Ontario, Canada, and maintains its headquarters at 1 ...

produces Cortellis Informatics Clinical Text Analytics, which depends on I2E to make clinical data accessible and searchable. Pipeline Pilot can integrate I2E as part of a workflow. ChemAxon can be used alongside I2E to allow

named entity recognition Named-entity recognition (NER) (also known as (named) entity identification, entity chunking, and entity extraction) is a subtask of information extraction that seeks to locate and classify named entities mentioned in unstructured text into pr ...

of chemicals within

unstructured data Unstructured data (or unstructured information) is information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically plain text, text-heavy, but may contain data such ...

. Data sources include

MEDLINE MEDLINE (Medical Literature Analysis and Retrieval System Online, or MEDLARS Online) is a bibliographic database of life sciences and biomedical information. It includes bibliographic information for articles from academic journals covering medic ...

ClinicalTrials.gov ClinicalTrials.gov is a clinical trials registry, registry of clinical trials. It is run by the United States National Library of Medicine (NLM) at the National Institutes of Health, and holds registrations from over 444,000 trials from 221 cou ...

, FDA Drug Labels,

PubMed Central PubMed Central (PMC) is a free digital repository that archives open access full-text scholarly articles that have been published in biomedical and life sciences journals. As one of the major research databases developed by the National Cente ...

, and Patent Abstracts.

References

{{Authority control Software companies based in Cambridge Software companies established in 2001 British companies established in 2001 Data mining and machine learning software 2001 establishments in England

Technology

Software community

See also

References