Cover Image

Contextual Phenotyping of Pediatric Sepsis Cohort Using Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nagori, Aditya, Gautam, Ayush, Wiens, Matthew O., Nguyen, Vuong, Mugisha, Nathan Kenya, Kabakyenga, Jerome, Kissoon, Niranjan, Ansermino, John Mark, Kamaleswaran, Rishikesan
Format:	Preprint
Published:	2025
Subjects:	Quantitative Methods Artificial Intelligence Computation and Language Machine Learning Applications
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SpikGPT: A High-Accuracy and Interpretable Spiking Attention Framework for Single-Cell Annotation
by: Huang, Min, et al.
Published: (2025)

Planner-Auditor Twin: Agentic Discharge Planning with FHIR-Based LLM Planning, Guideline Recall, Optional Caching and Self-Improvement
by: Wu, Kaiyuan, et al.
Published: (2026)

Association in Facial Phenotype, Gene, Disease: A Dataset for Explainable Rare Genetic Diseases Diagnosis
by: Song, Jie, et al.
Published: (2025)

Discovery of Generalizable TBI Phenotypes Using Multivariate Time-Series Clustering
by: Ghaderi, Hamid, et al.
Published: (2024)

The Multivariate SEM-PGS Model: Using Polygenic Scores to Investigate Cross-Trait Genetic Nurture and Assortative Mating
by: Lyu, Xuanyu, et al.
Published: (2025)

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review
by: Nagori, Aditya, et al.
Published: (2025)

Bayesian variable selection in a Cox proportional hazards model with the "Sum of Single Effects" prior
by: Yang, Yunqi, et al.
Published: (2025)

Evaluating LLMs in Medicine: A Call for Rigor, Transparency
by: Alwakeel, Mahmoud, et al.
Published: (2025)

Detecting algorithmic bias in medical-AI models using trees
by: Smith, Jeffrey, et al.
Published: (2023)

Statistical methods for reference-free single-molecule localisation microscopy
by: Peyton, Jack, et al.
Published: (2026)

Longitudinal Impact of Tobacco Use and Social Determinants on Respiratory Health Disparities Among Louisiana Medicaid Enrollees
by: Rahman, Yead, et al.
Published: (2025)

Aging health dynamics cross a tipping point near age 75
by: Pridham, Glen, et al.
Published: (2024)

Analyzing animal movement using deep learning
by: Fronville, Thibault, et al.
Published: (2026)

Beyond Scalar Metrics: Functional Data Analysis of Postprandial Continuous Glucose Monitoring in the AEGIS Study
by: Matabuena, Marcos, et al.
Published: (2024)

Multidimensional physical fitness is associated with reduced dementia risk through proteomic and neuroimaging pathways: a prospective cohort study of the UK Biobank
by: Sun, Yiqing, et al.
Published: (2026)

Not All Accuracy Is Equal: Prioritizing Independence in Infectious Disease Forecasting
by: Dudley, Carson, et al.
Published: (2025)

How reproducible are data-driven subtypes of Alzheimer's disease atrophy?
by: Prevot, Emma, et al.
Published: (2024)

COVID-19 Forecasting from U.S. Wastewater Surveillance Data: A Retrospective Multi-Model Study (2022-2024)
by: Alhassan, Faharudeen, et al.
Published: (2025)

Predictive Significance of CD276/B7-H3 Expression in Baseline Biopsies of Advanced Prostate Carcinoma
by: Yusuf, Adam, et al.
Published: (2025)

Detecting disease progression from animal movement using hidden Markov models
by: Kim, Dongmin, et al.
Published: (2025)

A Protocol to Exposure Path Analysis for Multiple Stressors Associated with Cardiovascular Disease Risk: A Novel Approach Using NHANES Data
by: Liu, Jiangling, et al.
Published: (2025)

Delivery strategies to improve piglets exposure to oral antibiotics
by: Hernández, Noslen, et al.
Published: (2024)

Scale dependence in hidden Markov models for animal movement
by: Michelot, Théo, et al.
Published: (2025)

Mechanistic inference of stochastic gene expression from structured single-cell data
by: Miles, Christopher E.
Published: (2025)

Exploring the Interplay of Adiposity, Ethnicity, and Hormone Receptor Profiles in Breast Cancer Subtypes
by: Valdez, Izabel, et al.
Published: (2025)

Information-theoretic evaluation of covariate distributions models
by: Hartung, Niklas, et al.
Published: (2024)

TraianProt: a user-friendly R shiny application for wide format proteomics data downstream analysis
by: de la Camara-Fuentes, Samuel, et al.
Published: (2024)

A Bayesian mixed-effects model to evaluate the determinants of COVID-19 vaccine uptake in the US
by: Dey, Asim K.
Published: (2025)

Predicting Progression Events in Multiple Myeloma from Routine Blood Work
by: Ferle, Maximilian, et al.
Published: (2024)

Assessing the properties of the prediction interval in random-effects meta-analysis
by: Matrai, Peter, et al.
Published: (2024)

Aggregating multiple test results to improve medical decision-making
by: Böttcher, Lucas, et al.
Published: (2024)

The IQ-Motion Confound in Multi-Site Autism fMRI May Be Inflated by Site-Correlated Measurement Uncertainty
by: Soliman, Kareem
Published: (2026)

Leveraging statistical models to improve pre-season forecasting and in-season management of a recreational fishery
by: Hyman, A. Challen, et al.
Published: (2025)

Categorization of 33 computational methods to detect spatially variable genes from spatially resolved transcriptomics data
by: Yan, Guanao, et al.
Published: (2024)

Clustering Analysis of Long-term Cardiovascular Complications in COVID-19 Patients
by: Sadegh-Zadeh, Seyed Ali, et al.
Published: (2025)

Internal replication as a tool for evaluating reproducibility in preclinical experiments
by: Lazic, Stanley E.
Published: (2025)

Spatial Analysis for AI-segmented Histopathology Images: Methods and Implementation
by: Park, Yoolkyu, et al.
Published: (2025)

The NOSTRA model: coherent estimation of infection sources in the case of possible nosocomial transmission
by: Pascall, David J, et al.
Published: (2024)

Parallelism in Neurodegenerative Biomarker Tests: Hidden Errors and the Risk of Misconduct
by: Petzold, Axel, et al.
Published: (2025)

Optimal Pair Matching Combined with Machine Learning Predicts a Significant Reduction in Myocardial Infarction Risk in African Americans following Omega-3 Fatty Acid Supplementation
by: Sun, Shudong, et al.
Published: (2025)