Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

From data to decisions: Predicting inpatient burn mortality with advanced classification models

Yasin Sabet Kouhanjani,

Roles Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliation Health Information Technology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran

https://orcid.org/0009-0006-6121-3730

⨯
Mohammad Sattari,

Roles Formal analysis, Methodology, Writing – review & editing

Affiliation Health Information Technology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
⨯
Asghar Ehteshami

Roles Project administration, Supervision, Writing – review & editing

* E-mail: ehteshami@mng.mui.ac.ir

Affiliation Health Information Technology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran

https://orcid.org/0000-0001-8760-8534

⨯

From data to decisions: Predicting inpatient burn mortality with advanced classification models

Yasin Sabet Kouhanjani,
Mohammad Sattari,
Asghar Ehteshami

x

Published: January 2, 2026
https://doi.org/10.1371/journal.pone.0338564

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Burns
Is the Subject Area "Burns" applicable to this article?

Thanks for your feedback.
Burn management
Is the Subject Area "Burn management" applicable to this article?

Thanks for your feedback.
Forecasting
Is the Subject Area "Forecasting" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Data mining
Is the Subject Area "Data mining" applicable to this article?

Thanks for your feedback.
Preprocessing
Is the Subject Area "Preprocessing" applicable to this article?

Thanks for your feedback.
Medical risk factors
Is the Subject Area "Medical risk factors" applicable to this article?

Thanks for your feedback.
Trees
Is the Subject Area "Trees" applicable to this article?

Thanks for your feedback.