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    End to end solutions for clinical natural language processing...

    Identify, Extract, Integrate

    Learn More
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    Melax Technologies

    Unlock your data to advance

    CLAMP toolkit

    About Melax Technologies


From clutter of text pile to structured, organized and standardized data

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CLAMP Toolkit

Melax Solutions are built on top of excellent CLAMP toolkit

Natural Language Processing

Unlock clinical narratives to provide detailed patient information for clinical research and medical practice.

Machine Learning

Identify hidden patterns of clinical language (e.g., inefficiencies or best practices) by supervised or unsupervised learning from clinical text.

Terminology and Ontology

Normalize and standardize complex clinical data to unified representations using clinical ontologes.

Enterprise Systems

Integrate NLP solutions into your operational workflow with high performance, scalable systems in daily transactions of an healthcare enterprise.

Bring your texual data into life.

Melax Technologies develops custom NLP solutions utilizing CLAMP Toolkit for your unique problems in Healthcare.



Make your EHR alive

Customized tool development for clinical narratives

  • Natural language processing
  • Information extraction
  • Predictive algorithms for prognosis and outcomes
  • Active learning

Data collection for healthcare service quality and patient safety

  • Case and problem specific eClinical Measure collection from text data
  • Extraction of patient safety indicators

Pharmacovigilance and Drug Repurposing

  • Identification of drug side effects and drug-drug interactions
  • Detection of treatment efficacy
  • Capture drug activity on unindented diseases
  • Pharmacoepidemiology

Medical Coding Assistance

  • Medical Billing Codes
  • Morphology and topology standardization for tumor registries
  • Extraction of standard diagnosis and procedure code in specific terminologies such as SNOMED-CT® and CPT®

Biomedical Research

  • Patient cohort creation
  • Phenotype identification
  • Extraction of patient specific data from clinical text

About Us

Why choose Melax Technologies, Inc

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Melax Technologies is an emerging company specialized in machine learning and natural language processing (NLP) in the healthcare domain. The company based on NLP expertise in multidisciplinary research projects and national NLP challenges over a decade. Several NLP-based solutions such as computer-assisted medical coding, clinical decision support, surveillance, care quality and patient safety reporting were implemented and tested in leading large-scale hospitals in Texas Medical Center.

Melax Technologies implements extended applications of clinical natural language processing utilizing excellent CLAMP toolkit. CLAMP Toolkit was built on top of award-winning NLP methodologies, proven in several nation-wide NLP challenges. It enables recognition and automatic encoding of clinical information in narrative patient reports.