AIMC Topic: Eligibility Determination
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Participatory Design of a Clinical Trial Eligibility Criteria Simplification Method.
Studies in health technology and informatics
May 27, 2021
Clinical trial eligibility criteria are important for selecting the right participants for clinical trials. However, they are often complex and not computable. This paper presents the participatory design of a human-computer collaboration method for ...
Artificial Intelligence Tool for Optimizing Eligibility Screening for Clinical Trials in a Large Community Cancer Center.
JCO clinical cancer informatics
Jan 1, 2020
PURPOSE: Less than 5% of patients with cancer enroll in clinical trials, and 1 in 5 trials are stopped for poor accrual. We evaluated an automated clinical trial matching system that uses natural language processing to extract patient and trial chara...
Criteria2Query: a natural language interface to clinical databases for cohort definition.
Journal of the American Medical Informatics Association : JAMIA
Apr 1, 2019
OBJECTIVE: Cohort definition is a bottleneck for conducting clinical research and depends on subjective decisions by domain experts. Data-driven cohort definition is appealing but requires substantial knowledge of terminologies and clinical data mode...
Towards Phenotyping of Clinical Trial Eligibility Criteria.
Studies in health technology and informatics
Jan 1, 2018
BACKGROUND: Medical plaintext documents contain important facts about patients, but they are rarely available for structured queries. The provision of structured information from natural language texts in addition to the existing structured data can ...
EliIE: An open-source information extraction system for clinical trial eligibility criteria.
Journal of the American Medical Informatics Association : JAMIA
Nov 1, 2017
OBJECTIVE: To develop an open-source information extraction system called Eligibility Criteria Information Extraction (EliIE) for parsing and formalizing free-text clinical research eligibility criteria (EC) following Observational Medical Outcomes P...
Automated classification of eligibility criteria in clinical trials to facilitate patient-trial matching for specific patient populations.
Journal of the American Medical Informatics Association : JAMIA
Jul 1, 2017
OBJECTIVE: To develop automated classification methods for eligibility criteria in ClinicalTrials.gov to facilitate patient-trial matching for specific populations such as persons living with HIV or pregnant women.
Automatic health record review to help prioritize gravely ill Social Security disability applicants.
Journal of the American Medical Informatics Association : JAMIA
Jul 1, 2017
OBJECTIVE: Every year, thousands of patients die waiting for disability benefits from the Social Security Administration. Some qualify for expedited service under the Compassionate Allowance (CAL) initiative, but CAL software focuses exclusively on i...
Recruit--An Ontology Based Information Retrieval System for Clinical Trials Recruitment.
Studies in health technology and informatics
Jan 1, 2015
Clinical trials are studies designed to assess whether a new intervention is better than the current alternatives. However, most of them fail to recruit participants on schedule. It is hard to use Electronic Health Record (EHR) data to find eligible ...
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