An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records. (Q36161812)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

title

An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

1 reference

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

Anthony Rios

series ordinal

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

author name string

Yuan Lu

series ordinal

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

publication date

15 May 2015

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

Artificial Intelligence in Medicine

16 February 2020

published in

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

volume

65

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

issue

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

page(s)

155-166

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

Diagnosis code assignment: models and evaluation metrics

16 February 2020

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

An overview of MetaMap: historical perspective and recent advances

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

Reflective Random Indexing and indirect inference: a scalable method for discovery of implicit connections

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

Empirical distributional semantics: methods and biomedical applications

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

A recent advance in the automatic indexing of the biomedical literature

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

From episodes of care to diagnosis codes: automatic text categorization for medico-economic encoding.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

Three approaches to automatic assignment of ICD-9-CM codes to radiology reports.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

Optimal training sets for Bayesian prediction of MeSH assignment

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

Automatic construction of rule-based ICD-9-CM coding systems

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

The interaction of domain knowledge and linguistic structure in natural language processing: interpreting hypernymic propositions in biomedical text

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

Beyond synonymy: exploiting the UMLS semantics in mapping vocabularies.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

Development and evaluation of a computerized admission diagnoses encoding system

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4605853

Supervised Extraction of Diagnosis Codes from EMRs: Role of Feature Selection, Data Selection, and Probabilistic Thresholding

2 October 2017

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26054428

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Unsupervised Medical Subject Heading Assignment Using Output Label Co-occurrence Statistics and Semantic Predications

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26054428

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1016/J.ARTMED.2015.04.007

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

journals/artmed/KavuluruRL15

16 February 2020

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26054428%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

PubMed publication ID

26054428

1 reference