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English
Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes.
scientific article published on November 1996
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scholarly article
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
review article
1 reference
stated in
Europe PubMed Central
title
Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes
(English)
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
main subject
logistic regression model
1 reference
based on heuristic
inferred from title
artificial neural network
0 references
author
Jack V. Tu
series ordinal
1
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
author name string
Tu JV
series ordinal
1
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
retrieved
28 September 2017
publication date
1 November 1996
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
published in
Journal of Clinical Epidemiology
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
volume
49
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
page(s)
1225-1231
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
issue
11
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
describes a project that uses
artificial neural network
1 reference
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inferred from title
cites work
Clinical prediction rules. Applications and methodological standards
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Neural networks: what are they?
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Learning in Artificial Neural Networks: A Statistical Perspective
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Use of an artificial neural network for the diagnosis of myocardial infarction
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
A comparison of statistical and connectionist models for the prediction of chronicity in a surgical intensive care unit
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Probabilistic prediction in patient management and clinical trials
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Neural network in the clinical diagnosis of acute pulmonary embolism.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Use of a neural network as a predictive instrument for length of stay in the intensive care unit following cardiac surgery.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Survival analysis and neural nets.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Learning representations by back-propagating errors
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Artificial intelligence versus logistic regression statistical modelling to predict cardiac complications after noncardiac surgery.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Flexible regression models with cubic splines
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Survival analysis of censored data: neural network analysis detection of complex interactions between variables
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Analysis of the clinical variables driving decision in an artificial neural network trained to identify the presence of myocardial infarction
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Application of neural networks to the classification of giant cell arteritis
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Neural Network Classifiers Estimate Bayesian a posteriori Probabilities
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FS0895-4356%2896%2900002-9
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Identifiers
DOI
10.1016/S0895-4356(96)00002-9
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
PubMed ID
8892489
1 reference
stated in
Europe PubMed Central
PubMed ID
8892489
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:8892489%20AND%20SRC:MED&resulttype=core&format=json
retrieved
20 October 2019
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