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Linguamatics Update
Phil Hastings
II-SDV
Nice, 20th April 2015
ā€¢ Agile, scalable, real-time NLP-based text mining
ā€¢ Fact extraction and knowledge synthesis
About Linguamatics
Copyright Ā© Linguamatics 20152
Pharma/Biotech GovernmentHealthcare
Including 17 of
the top 20
Including
FDA
Including Kaiser
Permanente
Software Hosted contentConsulting
Boston, USA
Cambridge, UK
Toolbox of Methods for Powerful Querying
Copyright Ā© Linguamatics 2015
ā€¢Precise linguistic relationships, sentence co-occurrence
ā€¢Precise negation e.g. ā€œpressureā€ but not ā€œblood
pressureā€
NLP
ā€¢Search for concepts and classes, not just keywords
ā€¢e.g. cancer and get synonyms and children:
ā€¢ Malignant neoplasms, Malignant tumor ā€¦
Terminologies
ā€¢Rule based pattern matching for e.g. measurements,
lab codes, mutations
ā€¢e.g. microRNA: let-?d+.* mirn?a?-?d+.*
Regular
Expressions
Chemistry
ā€¢Restrict within particular regions of a document, including
nested e.g. table cell in table in DescriptionFielded Search
ā€¢Simultaneous processing of large numbers of items e.g.
ā€¢ 500 compounds, 500 genes from microarray
experiment, etc.
High Throughput
3
Whatā€™s New?
I2E
Connected
Data
Technology
Improved
output controls
New
Integrated
Visualisation
Advanced
Table
Processing
Improvements
for Real Time
Monitoring
Improved
Access Control
Copyright Ā© Linguamatics 20154
Connected Data Technology
Copyright Ā© Linguamatics 20155
Federated Text Mining
Single Query over Multiple Data Sources and Network Locations
Connected Data Technology
Copyright Ā© Linguamatics 20156
Unified results for fast review and discovery of
relationships across data sources
I2E Visualization
Copyright Ā© Linguamatics 20157
Meeting the Big Data Challenge
High performance indexing
ā€¢ Millions of documents, TBs of storage
ā€¢ Ontologies with 100,000s of terms
ā€¢ Handles large documents with ease
ā€¢ Open, configurable pipeline
ā€¢ Advanced table processing
VOLUME VARIETY VELOCITY VISUALIZATION
Connected data technology
ā€¢ Unified heterogeneous document types across federated servers
ā€¢ Connect ā€“ Normalize ā€“ Use
ā€¢ Structured, semi-structured and unstructured
Distributed indexing and querying
ā€¢ Multi-processor
ā€¢ Multi-machine
Integrates in enterprise applications, portals, pipelines and workflows
ā€¢ Open web services API
ā€¢ Public query language
High-throughput single document processing (AMP)
ā€¢ For semantic enrichment and ETL
ā€¢ Public query language
Strong integrated visualization
Copyright Ā© Linguamatics 20158
Thank You
Useful Links:
Web: www.linguamatics.com
Twitter: www.twitter.com/linguamatics
LinkedIn: www.linkedin.com/company/linguamatics
Facebook: www.facebook.com/Linguamatics
YouTube: https://www.youtube.com/Linguamatics
Blogs: https://linguamatics.wordpress.com/
http://www.linguamaticshealth.com/blog
Contact:
Phil Hastings
Email: phil.hastings@linguamatics.com
Tel: +44 (0)1223 651910
Copyright Ā© Linguamatics 20159

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II-SDV 2015, 20 - 21 April, in Nice

  • 2. ā€¢ Agile, scalable, real-time NLP-based text mining ā€¢ Fact extraction and knowledge synthesis About Linguamatics Copyright Ā© Linguamatics 20152 Pharma/Biotech GovernmentHealthcare Including 17 of the top 20 Including FDA Including Kaiser Permanente Software Hosted contentConsulting Boston, USA Cambridge, UK
  • 3. Toolbox of Methods for Powerful Querying Copyright Ā© Linguamatics 2015 ā€¢Precise linguistic relationships, sentence co-occurrence ā€¢Precise negation e.g. ā€œpressureā€ but not ā€œblood pressureā€ NLP ā€¢Search for concepts and classes, not just keywords ā€¢e.g. cancer and get synonyms and children: ā€¢ Malignant neoplasms, Malignant tumor ā€¦ Terminologies ā€¢Rule based pattern matching for e.g. measurements, lab codes, mutations ā€¢e.g. microRNA: let-?d+.* mirn?a?-?d+.* Regular Expressions Chemistry ā€¢Restrict within particular regions of a document, including nested e.g. table cell in table in DescriptionFielded Search ā€¢Simultaneous processing of large numbers of items e.g. ā€¢ 500 compounds, 500 genes from microarray experiment, etc. High Throughput 3
  • 5. Connected Data Technology Copyright Ā© Linguamatics 20155 Federated Text Mining Single Query over Multiple Data Sources and Network Locations
  • 6. Connected Data Technology Copyright Ā© Linguamatics 20156 Unified results for fast review and discovery of relationships across data sources
  • 7. I2E Visualization Copyright Ā© Linguamatics 20157
  • 8. Meeting the Big Data Challenge High performance indexing ā€¢ Millions of documents, TBs of storage ā€¢ Ontologies with 100,000s of terms ā€¢ Handles large documents with ease ā€¢ Open, configurable pipeline ā€¢ Advanced table processing VOLUME VARIETY VELOCITY VISUALIZATION Connected data technology ā€¢ Unified heterogeneous document types across federated servers ā€¢ Connect ā€“ Normalize ā€“ Use ā€¢ Structured, semi-structured and unstructured Distributed indexing and querying ā€¢ Multi-processor ā€¢ Multi-machine Integrates in enterprise applications, portals, pipelines and workflows ā€¢ Open web services API ā€¢ Public query language High-throughput single document processing (AMP) ā€¢ For semantic enrichment and ETL ā€¢ Public query language Strong integrated visualization Copyright Ā© Linguamatics 20158
  • 9. Thank You Useful Links: Web: www.linguamatics.com Twitter: www.twitter.com/linguamatics LinkedIn: www.linkedin.com/company/linguamatics Facebook: www.facebook.com/Linguamatics YouTube: https://www.youtube.com/Linguamatics Blogs: https://linguamatics.wordpress.com/ http://www.linguamaticshealth.com/blog Contact: Phil Hastings Email: phil.hastings@linguamatics.com Tel: +44 (0)1223 651910 Copyright Ā© Linguamatics 20159