Melax Tech's clinical language annotation, modeling and processing toolkit, CLAMP, is a comprehensive clinical Natural Language Processing (NLP) software.
CLAMP enables the recognition and automatic encoding of clinical information.
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)
ANNOTATION & 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.)
MACHINE LEARNING & 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
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
KNOWLEDGE BASES & 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.
INTEROPERABILITY & 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
