Clinical Pipeline Engine using Apache cTAKES

An implementation of a clinical pipeline engine based on Apache cTAKES

License

License

Categories

Categories

CLI User Interface Takes Web Frameworks
GroupId

GroupId

it.cnr.iac
ArtifactId

ArtifactId

ctakes-clinical-pipeline
Last Version

Last Version

0.0.2
Release Date

Release Date

Type

Type

jar
Description

Description

Clinical Pipeline Engine using Apache cTAKES
An implementation of a clinical pipeline engine based on Apache cTAKES
Project URL

Project URL

https://github.com/giuseppetotaro/ctakes-clinical-pipeline
Source Code Management

Source Code Management

https://github.com/giuseppetotaro/ctakes-clinical-pipeline

Download ctakes-clinical-pipeline

How to add to project

<!-- https://jarcasting.com/artifacts/it.cnr.iac/ctakes-clinical-pipeline/ -->
<dependency>
    <groupId>it.cnr.iac</groupId>
    <artifactId>ctakes-clinical-pipeline</artifactId>
    <version>0.0.2</version>
</dependency>
// https://jarcasting.com/artifacts/it.cnr.iac/ctakes-clinical-pipeline/
implementation 'it.cnr.iac:ctakes-clinical-pipeline:0.0.2'
// https://jarcasting.com/artifacts/it.cnr.iac/ctakes-clinical-pipeline/
implementation ("it.cnr.iac:ctakes-clinical-pipeline:0.0.2")
'it.cnr.iac:ctakes-clinical-pipeline:jar:0.0.2'
<dependency org="it.cnr.iac" name="ctakes-clinical-pipeline" rev="0.0.2">
  <artifact name="ctakes-clinical-pipeline" type="jar" />
</dependency>
@Grapes(
@Grab(group='it.cnr.iac', module='ctakes-clinical-pipeline', version='0.0.2')
)
libraryDependencies += "it.cnr.iac" % "ctakes-clinical-pipeline" % "0.0.2"
[it.cnr.iac/ctakes-clinical-pipeline "0.0.2"]

Dependencies

compile (1)

Group / Artifact Type Version
org.cleartk : cleartk-ml jar 2.0.0

provided (9)

Group / Artifact Type Version
org.apache.ctakes : ctakes-type-system jar 3.2.2
org.apache.ctakes : ctakes-core jar 3.2.2
org.apache.ctakes : ctakes-chunker jar 3.2.2
org.apache.ctakes : ctakes-constituency-parser jar 3.2.2
org.apache.ctakes : ctakes-context-tokenizer jar 3.2.2
org.apache.ctakes : ctakes-dependency-parser jar 3.2.2
org.apache.ctakes : ctakes-dictionary-lookup jar 3.2.2
org.apache.ctakes : ctakes-dictionary-lookup-fast jar 3.2.2
org.apache.ctakes : ctakes-assertion jar 3.2.2

Project Modules

There are no modules declared in this project.

ctakes-clinical-pipeline

A command line tool based on Apache cTAKES in order to run the complete pipeline for annotating clinical documents in plain text format using the built in UMLS (SNOMEDCT and RxNORM) dictionaries.

Basically, this tool extends the ClinicalPipelineFactory class by adding the opportunity to run the cTAKES pipeline on arbitrary text instead of using only the static text defined into ClinicalPipelineFactory.java.

Getting started

To build the project, you can type the following command:

mvn clean install

To run the ctakes-clinical-pipeline, you can launch the following script (in /src/main/bin):

./run_ctakes.sh -i /path/to/input -o /path/to/output -u umls_user -p umls_pass [-j /path/to/jar] [-c /path/to/ctakes]

Please be sure that Apache cTAKES (both jar files and resources) is correctly installed on your machine.

Apache cTAKES

Apache cTAKES (clinical Text Analysis and Knowledge Extraction System) is an open-source natural language processing system for information extraction from electronic medical record clinical free-text. It processes clinical notes identifying types of clinical named entities.

cTAKES has been built using the Apache UIMA framework and OpenNLP toolkit. Its components are specifically trained for the clinical domain, and create rich linguistic and semantic annotations that can be utilized by clinical decision support systems and clinical research.

Apache cTAKES can be installed and configured following the instructions provided by the User Installation guide.

License

Apache License, Version 2.0

Versions

Version
0.0.2