Cover Image

Implementation and Assessment of Machine Learning Models for Forecasting Suspected Opioid Overdoses in Emergency Medical Services Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mullen, Aaron D., Harris, Daniel R., Rock, Peter, Thompson, Katherine, Slavova, Svetla, Talbert, Jeffery, Bumgardner, V. K. Cody
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Bridging the Clinical Expertise Gap: Development of a Web-Based Platform for Accessible Time Series Forecasting and Analysis
by: Mullen, Aaron D., et al.
Published: (2025)

SmartState: An Automated Research Protocol Adherence System
by: Armstrong, Samuel E., et al.
Published: (2023)

Multi-Modal Machine Learning Framework for Automated Seizure Detection in Laboratory Rats
by: Mullen, Aaron, et al.
Published: (2024)

FDA Approval Summary: Nalmefene Nasal Spray for the Emergency Treatment of Known or Suspected Opioid Overdose
by: Srikanth C. Nallani, et al.
Published: (2024)

State-Based Automation for Time-Restricted Eating Adherence
by: Armstrong, Samuel E., et al.
Published: (2024)

Toward Automated Clinical Transcriptions
by: Klusty, Mitchell A., et al.
Published: (2024)

Naloxone Administration in Relation to Fentanyl, Xylazine, CNS Depressants, and Stimulants Exposure After Suspected Opioid Overdose: A Pilot Study
by: Roland C. Merchant, et al.
Published: (2026)

Opioid Overdose Response and Naloxone Education in Schools
by: Suhanee Mitragotri, et al.
Published: (2025)

Integrating Nursing Practice and Policy in Opioid Overdose Prevention: Analysis of the Opioid‐Overdose Reduction Continuum of Care Approach Practice Guide
by: Evans F. Kyei, et al.
Published: (2024)

Utilizing Machine Learning for Early Intervention and Risk Management in the Opioid Overdose Crisis
by: Andy Man Yeung Tai, et al.
Published: (2025)

DINO-MX: A Modular & Flexible Framework for Self-Supervised Learning
by: Gokmen, Mahmut Selman, et al.
Published: (2025)

Large Language Models for Drug Overdose Prediction from Longitudinal Medical Records
by: Nahian, Md Sultan Al, et al.
Published: (2025)

Institutional Platform for Secure Self-Service Large Language Model Exploration
by: Bumgardner, V. K. Cody, et al.
Published: (2024)

Measuring Network Dynamics of Opioid Overdose Deaths in the United States
by: Tiwari, Kushagra, et al.
Published: (2024)

Can Intranasal Nalmefene Reduce the Number of Opioid Overdose Deaths?
by: Edward M. Sellers, et al.
Published: (2024)

Risk of Opioid Overdose Associated with Concomitant Use of Methadone and Statins
by: Cheng Chen, et al.
Published: (2024)

Comment on: Can Intranasal Nalmefene Reduce the Number of Opioid Overdose Deaths?
by: Phil Skolnick
Published: (2024)

Emergency Department Visits due to Medication Overdose in a Finnish University Hospital
by: Sami Mustajoki, et al.
Published: (2025)

CUSTOMER RELATIONSHIPS AND BRAND EQUITY IN CHINA'S BANKING SERVICES
by: Svetla T. Marinova
Published: (2008)

Network Analysis of U.S. Non-Fatal Opioid-Involved Overdose Journeys, 2018-2023
by: McCabe, Lucas H., et al.
Published: (2024)

Drone-Delivery Network for Opioid Overdose -- Nonlinear Integer Queueing-Optimization Models and Methods
by: Lejeune, Miguel, et al.
Published: (2022)

Estimating the Number of Opioid Overdoses in British Columbia Using Relational Evidence with Tree Structure
by: Flynn, Mallory J, et al.
Published: (2025)

Compiling Comprehensive Databases for Opioid Overdose Monitoring in a Fragmented Health Care System
by: Dominic Hodgkin, et al.
Published: (2026)

Preemptive Anticoagulation for Patients With Suspected Pulmonary Embolism in the Emergency Department: An International Survey of Emergency Physicians
by: Keerat Grewal, et al.
Published: (2026)

Predictors of ICU Admission in Intentional Overdose Presentations to the Emergency Department
by: Oliver Sutcliffe, et al.
Published: (2025)

Predictors and Outcomes of Airway Management in Patients Presenting to the Emergency Department With Overdose and Decreased Consciousness: A Scoping Review
by: Richard A. F. Pellatt, et al.
Published: (2025)

Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques
by: Gokmen, Mahmut S., et al.
Published: (2024)

High Noise Scheduling is a Must
by: Gokmen, Mahmut S., et al.
Published: (2024)

The Financial Sustainability of Programs to Initiate Medications for Opioid Use Disorder in Emergency Department Settings
by: Dominic Hodgkin, et al.
Published: (2025)

Froggatt-Nielsen Meets the SMEFT
by: Loisa, Eetu, et al.
Published: (2024)

Optimization-Augmented Machine Learning for Vehicle Operations in Emergency Medical Services
by: Rautenstrauß, Maximiliane, et al.
Published: (2025)

Policy4OOD: A Knowledge-Guided World Model for Policy Intervention Simulation against the Opioid Overdose Crisis
by: Ma, Yijun, et al.
Published: (2026)

Toward Developing Alternative Opioid Antagonists for Treating Community Overdose: A Model‐Based Evaluation of Important Pharmacological Attributes
by: Anik Chaturbedi, et al.
Published: (2025)

Use of Analgesic and Anti‐Inflammatory Medicines before and after Initiation of Biological Disease‐Modifying Antirheumatic Drugs for Rheumatoid Arthritis
by: Svetla Gadzhanova, et al.
Published: (2024)

Computation of Infinitesimals for a Group Action on a Multispace of One Independent Variable
by: Rock, Peter
Published: (2023)

Grieving Overdose
by: Campbell, Emily B.
Published: (2024)

The All‐Payer Claims Database After the Gobeille Supreme Court Decision: Assessing the Impact on Fatal Opioid‐Related Overdose Research
by: Jack Cordes, et al.
Published: (2026)

Sysmex Cell Population Data for Diagnosing Infection in Patients With Suspected Sepsis in the Emergency Department
by: Kristin E. Wickstrøm, et al.
Published: (2025)

Cline Library Surveys of the NAU Faculty and Students, and Users of Media Services and Field Services, and Evaluations of the Desk Services Provided by Media Services and Special Collections and Archives.
by: Mullen, Melissa J., et al.
Published: (1994)

MODIS derived, gap-filled and daily snow cover observations for the Australian Alps from 2000 - 2014
by: Thompson, Jeffery A
Published: (2017)