Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Video

Updated: Jan 17, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
05:47

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

1.3K

Optimizing sepsis mortality prediction using hybrid federated learning and explainable AI framework

Muhammad Zubair Fuzail1, Irfan Ud Din2, Shakeel Ahmed3

  • 1Department of Computer Science, Superior University, Lahore, Pakistan.

Scientific Reports
|January 14, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
EXtreme gradient boosting (XGBoost)Explainable artificial intelligence (XAI)Federated learning (FL)K-nearest neighbors (KNN)Light gradient boosting machine (GBM)Logistic regression (LR)Machine learning (ML)Random forest (RF)Synthetic minority oversampling technique (SMOTE)Systemic inflammatory response syndrome (SIRS)

More Related Videos

A Data-Driven Approach to Quantifying Immune States in Sepsis
07:42

A Data-Driven Approach to Quantifying Immune States in Sepsis

Published on: February 7, 2025

478

Related Experiment Videos

Last Updated: Jan 17, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
05:47

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

1.3K
A Data-Driven Approach to Quantifying Immune States in Sepsis
07:42

A Data-Driven Approach to Quantifying Immune States in Sepsis

Published on: February 7, 2025

478

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Phylogeography of the Black Kite (Milvus migrans) in Punjab Wetlands: Assessing genetic connectivity and lineage admixture at a migratory crossroads.

PloS one·2026
Same author

Comparative Phytochemical Profiling, Antioxidant, and Enzyme Inhibitory Activities of Different Parts of Aspilia africana Extracted by Maceration and Soxhlet Methods.

Chemistry & biodiversity·2026
Same author

Comparative Evaluation of Metabolic Syndrome, Circadian Syndrome, and Allostatic Load Measures on All-Cause Mortality in U.S. Males and Females.

International journal of endocrinology·2026
Same author

Ultrasensitive topological interface modes for refractive index sensing via all-dielectric one-dimensional photonic crystals.

Scientific reports·2026
Same author

The Dynamics of Hospitalization Expenses and Health Insurance: A Finite Mixture Model Approach.

The European journal of health economics : HEPAC : health economics in prevention and care·2026
Same author

Adjusted effect size, area under the curve, and c-statistic for evaluating the association between uric acid and mortality in US adults using unweighted and survey-weighted regression, propensity, and prognostic score.

PeerJ·2026
Same journal

MT-MRI for detection of renal interstitial fibrosis in renovascular disease.

Scientific reports·2026
Same journal

Detection of underground objects from GPR data using a lightweight YOLO-based approach.

Scientific reports·2026
Same journal

Early systemic inflammatory-metabolic trajectory phenotypes are associated with survival outcomes in metastatic renal cell carcinoma treated with nivolumab.

Scientific reports·2026
Same journal

Water balance components in a dry-seeded rice-wheat system: Untangling the effects of tillage and mulching practices.

Scientific reports·2026
Same journal

Topological approaches to quantum tensor train compression via ZX-calculus and SVD.

Scientific reports·2026
Same journal

determinants of flood impacts and adaptive capacity among market vendors in Walukuba-Masese, Jinja city, Uganda.

Scientific reports·2026
See all related articles