Classification Performance of Neural Networks Versus Logistic Regression Models: Evidence From Healthcare Practice Article Swipe
Richard Issitt
,
Mario Cortina‐Borja
,
William Bryant
,
Stuart Bowyer
,
Andrew M. Taylor
,
Neil J. Sebire
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.7759/cureus.22443
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.7759/cureus.22443
Related Topics
Concepts
Logistic regression
Medicine
Artificial neural network
Machine learning
Artificial intelligence
Regression
Health care
Statistics
Clinical Practice
Range (aeronautics)
Evidence-based medicine
Computer science
Alternative medicine
Mathematics
Physical therapy
Internal medicine
Pathology
Materials science
Economic growth
Economics
Composite material
Metadata
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.7759/cureus.22443
- https://www.cureus.com/articles/79255-classification-performance-of-neural-networks-versus-logistic-regression-models-evidence-from-healthcare-practice.pdf
- OA Status
- diamond
- Cited By
- 21
- References
- 36
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4212838393
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4212838393Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.7759/cureus.22443Digital Object Identifier
- Title
-
Classification Performance of Neural Networks Versus Logistic Regression Models: Evidence From Healthcare PracticeWork title
- Type
-
reviewOpenAlex work type
- Language
-
enPrimary language
- Publication year
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2022Year of publication
- Publication date
-
2022-02-21Full publication date if available
- Authors
-
Richard Issitt, Mario Cortina‐Borja, William Bryant, Stuart Bowyer, Andrew M. Taylor, Neil J. SebireList of authors in order
- Landing page
-
https://doi.org/10.7759/cureus.22443Publisher landing page
- PDF URL
-
https://www.cureus.com/articles/79255-classification-performance-of-neural-networks-versus-logistic-regression-models-evidence-from-healthcare-practice.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
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-
https://www.cureus.com/articles/79255-classification-performance-of-neural-networks-versus-logistic-regression-models-evidence-from-healthcare-practice.pdfDirect OA link when available
- Concepts
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Logistic regression, Medicine, Artificial neural network, Machine learning, Artificial intelligence, Regression, Health care, Statistics, Clinical Practice, Range (aeronautics), Evidence-based medicine, Computer science, Alternative medicine, Mathematics, Physical therapy, Internal medicine, Pathology, Materials science, Economic growth, Economics, Composite materialTop concepts (fields/topics) attached by OpenAlex
- Cited by
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21Total citation count in OpenAlex
- Citations by year (recent)
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2025: 5, 2024: 9, 2023: 4, 2022: 3Per-year citation counts (last 5 years)
- References (count)
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36Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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