World Leaders In Biomedical
Natural Language Processing
Technology

  • Melax Tech empowers businesses, laboratories, and other life sciences organizations to use natural language processing (NLP) technology to unlock unstructured textual data. Clients use our AI-powered software to uncover insights, make decisions and research breakthroughs.
  • With a team whose expertise encompasses more than 20 years’ experience in developing clinical NLP technology, Melax Tech has ranked first in a dozen international NLP challenges. This award-winning software is used in computer-assisted medical coding, clinical decision support, surveillance, care quality, patient safety reporting, and client-defined projects.

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NLP FEATURES

Move to structured, adaptable and actionable data
Melax Tech: NLP technology for pharmaceutical, biomedical, life sciences and healthcare companies.
NLP built for clinical text
Built on proven and accurate methods and models trained using clinical corpora
Award-Winning algorithms from many clinical NLP challenges such as i2b2 clinical NER (2009/2010-#2), SHARE/CLEF (2013-#1), and SemEval2014 UMLS encoding (#1)
Melax Tech: NLP technology for pharmaceutical, biomedical, life sciences and healthcare companies.
Annotation and corpora management
Built-in, adaptable annotation tool that supports different IO methods (e.g., files or databases) and collaborative annotation by a team
Compatible/flexible between different annotation tools (e.g., Brat, eHost, MAE etc.)
Melax Tech: NLP technology for pharmaceutical, biomedical, life sciences and healthcare companies.
Machine learning and hybrid approaches
With one simple click, gain unparalleled access to unstructured textual data to train your own models using machine and deep learning algorithms.
Compare different models with provided evaluation programs and visualization interfaces
Melax Tech: NLP technology for pharmaceutical, biomedical, life sciences and healthcare companies.
Customized pipelines
Build your own NLP pipelines using both machine learning and rules using our adaptable software.
Leverage existing pipelines to avoid NLP development from scratch
Melax Tech: NLP technology for pharmaceutical, biomedical, life sciences and healthcare companies.
Knowledge bases and sample clinical text
All knowledge bases (e.g., dictionaries) required are provided
More than 300 simulated clinical notes are included and are measurably more accurate than other tools.
Melax Tech: NLP technology for pharmaceutical, biomedical, life sciences and healthcare companies.
Interoperability and Scalability
Build on the UIMA framework, thus compatible with other systems such as cTAKES
Thread safe and validated on parallel computing platforms such as SPARK and Hadoop