(Q37006330)

17 August 2017

Informatics in radiology: comparison of logistic regression and artificial neural network models in breast cancer risk estimation (English)

1 reference

logistic regression model

17 August 2017

1 reference

based on heuristic

inferred from title

informatics

0 references

artificial neural network

1 reference

1 reference

Oguzhan Alagoz

3

0 references

Elizabeth S Burnside

object named as

Elizabeth S Burnside

6

0 references

Charles E. Kahn

object named as

Charles E Kahn

4

0 references

author name string

Turgay Ayer

1

1 reference

17 August 2017

Jagpreet Chhatwal

2

1 reference

17 August 2017

Ryan W Woods

5

1 reference

17 August 2017

9 November 2009

1 reference

17 August 2017

1 reference

17 August 2017

30

1 reference

17 August 2017

1

1 reference

17 August 2017

13-22

1 reference

A logistic regression model based on the national mammography database format to aid breast cancer diagnosis

17 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Hemorrhagic transformation of ischemic stroke: prediction with CT perfusion

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Judgment under Uncertainty: Heuristics and Biases

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

The use of artificial neural networks in decision support in cancer: a systematic review

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Receiver Operating Characteristic Curves and Their Use in Radiology

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Logistic regression and artificial neural network classification models: a methodology review

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Comparison of artificial neural networks with other statistical approaches: results from medical data sets

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Risk communication in clinical practice: putting cancer in context.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Prediction of Coronary Heart Disease Using Risk Factor Categories

29 September 2017

2 references

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

29 September 2017

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes.

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Survival analysis of censored data: neural network analysis detection of complex interactions between variables

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Application of artificial neural networks to clinical medicine

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Maximum likelihood training of connectionist models: comparison with least squares back-propagation and logistic regression

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Prediction of prostate cancer volume using prostate-specific antigen levels, transrectal ultrasound, and systematic sextant biopsies

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Neural networks: what are they?

27 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

A lifetime psychiatric history predicts a worse seizure outcome following temporal lobectomy.

27 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Comparing the predictive value of neural network models to logistic regression models on the risk of death for small-cell lung cancer patients.

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Prediction of postoperative nausea and vomiting using a logistic regression model

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3709515

Prospective breast cancer risk prediction model for women undergoing screening mammography

4 September 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/19901087

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1148/RG.301095057

1 reference

17 August 2017

1 reference

17 August 2017

PubMed publication ID

19901087

1 reference