Cover Image

A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Amrollahi, Fatemeh, Marshall, Nicholas, Haredasht, Fateme Nateghi, Black, Kameron C, Zahedivash, Aydin, Maddali, Manoj V, Ma, Stephen P., Chang, Amy, Deresinski, MD Phar Stanley C, Goldstein, Mary Kane, Asch, Steven M., Banaei, Niaz, Chen, Jonathan H
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Antibiotic Resistance Microbiology Dataset (ARMD): A Resource for Antimicrobial Resistance from EHRs
by: Haredasht, Fateme Nateghi, et al.
Published: (2025)

Retrieval-Augmented Guardrails for AI-Drafted Patient-Portal Messages: Error Taxonomy Construction and Large-Scale Evaluation
by: Chen, Wenyuan, et al.
Published: (2025)

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation
by: Lopez, Ivan, et al.
Published: (2025)

Quantization-aware Matrix Factorization for Low Bit Rate Image Compression
by: Ashtari, Pooya, et al.
Published: (2024)

Deconver: A Deconvolutional Network for Medical Image Segmentation
by: Ashtari, Pooya, et al.
Published: (2025)

Enhancing Data Security with Machine Learning-Driven Threat Detection
by: Raghavender Maddali
Published: (2022)

Self-Adaptive Data Quality Frameworks with Continuous Learning Mechanisms
by: Raghavender Maddali
Published: (2019)

Autonomous AI Agents for Real-Time Data Transformation and ETL Automation
by: Raghavender Maddali
Published: (2023)

Estimation-Theoretic Bias Reduction for Oscillometric Blood Pressure Readings
by: Nateghi, Masoud, et al.
Published: (2025)

Transformative Earth Stewardship: Navigating cycles of inner and outer change
by: Bruce Evan Goldstein, et al.
Published: (2025)

A Novel Framework for the Automated Characterization of Gram-Stained Blood Culture Slides Using a Large-Scale Vision Transformer
by: McMahon, Jack, et al.
Published: (2024)

Assessing students understanding of the concept of electric potential difference based on the SOLO taxonomy in upper-secondary students for a targeted assessment
by: Rahmani, Fateme, et al.
Published: (2025)

PAC global optimization for VQE in low-curvature geometric regimes
by: Asch, Benjamin
Published: (2025)

LLM on FHIR -- Demystifying Health Records
by: Schmiedmayer, Paul, et al.
Published: (2024)

Detection of gaps in the spatial coverage of coral reef monitoring projects in the US Caribbean and Gulf of Mexico
by: R.G. Asch
Published: (2003)

Kinetically Consistent Coarse Graining using Kernel-based Extended Dynamic Mode Decomposition
by: Nateghi, Vahid, et al.
Published: (2024)

Water Stewardship
by: Ingildsen, Pernille
Published: (2020)

Impact of Cathode Microstructure on Sulfur Redox Kinetics in Lithium–Sulfur Batteries
by: Kameron Liao, et al.
Published: (2025)

The human‐specific noncoding RNA RP11‐424G14.1 functions at the intersection of sexually dimorphic pathways in inflammation, senescence, and metabolism
by: Kameron Kennicott, et al.
Published: (2025)

Antimicrobial Stewardship: When Less is More
by: R, Piscitelli, et al.
Published: (2024)

Longitudinal Studies of Blood‐Based Biomarkers for Dementia in Primary Care: A Systematic Review and Meta‐Analysis
by: Rozelle C Kane, et al.
Published: (2025)

Universe of Thoughts: Enabling Creative Reasoning with Large Language Models
by: Suzuki, Yuto, et al.
Published: (2025)

Blood Cells Parameters in Second Trimester of Pregnancy and Gestational Diabetes Mellitus: A Systematic Review and Meta‐Analysis
by: Vida Ghasemi, et al.
Published: (2025)

Understanding and targeting neuropsychiatric symptoms in aging, Alzheimer's, and throughout menopause
by: Holly C Hunsberger, et al.
Published: (2025)

Machine learning identification of maternal inflammatory response and histologic choroamnionitis from placental membrane whole slide images
by: Sharma, Abhishek, et al.
Published: (2024)

Faithful Autoformalization via Roundtrip Verification and Repair
by: Amrollahi, Daneshvar, et al.
Published: (2026)

SHAP values via sparse Fourier representation
by: Gorji, Ali, et al.
Published: (2024)

An Encoding for CLP Problems in SMT-LIB
by: Amrollahi, Daneshvar, et al.
Published: (2024)

MedFactEval and MedAgentBrief: A Framework and Workflow for Generating and Evaluating Factual Clinical Summaries
by: Grolleau, François, et al.
Published: (2025)

Medicine on the Edge: Comparative Performance Analysis of On-Device LLMs for Clinical Reasoning
by: Nissen, Leon, et al.
Published: (2025)

Limiting absorption principle for contractions
by: Asch, Joachim, et al.
Published: (2024)

A Systematic Review of the Costs of Drug‐Associated Acute Kidney Injury and Potential Cost Savings With Nephrotoxin Stewardship Prevention Strategies
by: Britney A. Stottlemyer, et al.
Published: (2024)

Parks Stewardship Forum
Published: (2021)

Understanding Organ Stewardship
by: Eli Shupe
Published: (2024)

Good Stewardship Matters
Published: (2024)

Formación de Profesores de Ciencias: Una Perspectiva basada en la Historia y Filosofía de la Ciencia
by: Mansoor Niaz
Published: (2011)

MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
by: Jiang, Yixing, et al.
Published: (2025)

Ideal Attribution and Faithful Watermarks for Language Models
by: Song, Min Jae, et al.
Published: (2025)

A Lightweight Energy Management Method for Hybrid PV/Battery/Load Systems
by: Banaei, Mohsen, et al.
Published: (2024)

Who Speaks for the Dead? Of Communities and Stewardship in Legacy Collections of Human Remains
by: Fatimah L. C. Jackson, et al.
Published: (2026)