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Improved Interpretability Without Performance Reduction in a Sepsis Prediction Risk Score

Diagnostics(2025)10.3390/diagnostics15030307Source: DataRank Database

Improved Interpretability Without Performance Reduction in a Sepsis Prediction Risk Score is a research paper published in Diagnostics (2025). On theSindex it has a DataRank of 0.

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)Impact (FWCI 0.77)OA: goldTopics (19)IDs (PubMed, PMC, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (7)

Samir Abdelrahman ORCID,Yik-Ki Jacob Wan ORCID,Karl Madaras-Kelly ORCID,Keaton Morgan ORCID,Chin Fung Kelvin Kan ORCID

Live enrichment

PubMed:39941237 PMC:PMC11817530 OpenAlex:https://openalex.org/W4406913905

National Institutes of Health

Grant: 1R01GM137083-01

Timely Response to In-Hospital Deterioration Through Design of Actionable Augmented Intelligence

NIGMS NIH HHS

Grant: R01 GM137083

NIH HHS

Grant: 1R01GM137083-01A1

NCATS NIH HHS

Grant: T32 TR004392

FWCI

0.77

Citation Percentile

0.7%

Citation Trend

2026

goldLicense: cc-by

journalhttps://www.mdpi.com/2075-4418/15/3/307/pdf?version=1738056440

publisherhttps://www.mdpi.com/2075-4418/15/3/307/pdf?version=1738056440

publisherhttps://www.mdpi.com/2075-4418/15/3/307/pdf

journalhttps://doi.org/10.3390/diagnostics15030307

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39941237

Fields of Study

Sepsis Diagnosis and TreatmentMachine Learning in HealthcareClinical Reasoning and Diagnostic Skills

Keywords

InterpretabilityLogistic regressionSepsisRegression analysisComputer scienceMedicineMachine learningInternal medicineTemporal ReasoningClinical Decision SupportExplainabilityInteger Risk ScoresSepsis PredictionMedicine (General)R5-920Article

Sustainable Development Goals

SDG 0: Good health and well-being