Literature DB >> 31438189

Patient-Pivoted Automated Trial Eligibility Pipeline: The First of Three Phases in a Modular Architecture.

Paul M Heider1, Stéphane M Meystre1.   

Abstract

Automated extraction of patient trial eligibility for clinical research studies can increase enrollment at a decreased time and money cost. We have developed a modular trial eligibility pipeline including patient-batched processing and an internal webservice backed by a uimaFIT pipeline as part of a multi-phase approach to include note-batched processing, the ability to query trials matching patients or patients matching trials, and an external alignment engine to connect patients to trials.

Entities:  

Keywords:  Eligibility Determination; Machine Learning; Natural Language Processing

Mesh:

Year:  2019        PMID: 31438189      PMCID: PMC6944198          DOI: 10.3233/SHTI190492

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  5 in total

1.  Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications.

Authors:  Guergana K Savova; James J Masanz; Philip V Ogren; Jiaping Zheng; Sunghwan Sohn; Karin C Kipper-Schuler; Christopher G Chute
Journal:  J Am Med Inform Assoc       Date:  2010 Sep-Oct       Impact factor: 4.497

2.  Automated matching software for clinical trials eligibility: measuring efficiency and flexibility.

Authors:  Lynne Penberthy; Richard Brown; Federico Puma; Bassam Dahman
Journal:  Contemp Clin Trials       Date:  2010-03-15       Impact factor: 2.226

3.  Effect of medical oncologists' attitudes on accrual to clinical trials in a community setting.

Authors:  Carol P Somkin; Lynn Ackerson; Gail Husson; Vicky Gomez; Tatjana Kolevska; Desiree Goldstein; Louis Fehrenbacher
Journal:  J Oncol Pract       Date:  2013-10-22       Impact factor: 3.840

4.  Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers.

Authors:  George Hripcsak; Jon D Duke; Nigam H Shah; Christian G Reich; Vojtech Huser; Martijn J Schuemie; Marc A Suchard; Rae Woong Park; Ian Chi Kei Wong; Peter R Rijnbeek; Johan van der Lei; Nicole Pratt; G Niklas Norén; Yu-Chuan Li; Paul E Stang; David Madigan; Patrick B Ryan
Journal:  Stud Health Technol Inform       Date:  2015

5.  Central challenges facing the national clinical research enterprise.

Authors:  Nancy S Sung; William F Crowley; Myron Genel; Patricia Salber; Lewis Sandy; Louis M Sherwood; Stephen B Johnson; Veronica Catanese; Hugh Tilson; Kenneth Getz; Elaine L Larson; David Scheinberg; E Albert Reece; Harold Slavkin; Adrian Dobs; Jack Grebb; Rick A Martinez; Allan Korn; David Rimoin
Journal:  JAMA       Date:  2003-03-12       Impact factor: 56.272

  5 in total

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