Cargando…

Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study

BACKGROUND: Sepsis costs and incidence vary dramatically across diagnostic categories, warranting a customized approach for implementing predictive models. OBJECTIVE: The aim of this study was to optimize the parameters of a sepsis prediction model within distinct patient groups to minimize the exce...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rogers, Parker, Boussina, Aaron E, Shashikumar, Supreeth P, Wardi, Gabriel, Longhurst, Christopher A, Nemati, Shamim
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2023
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9972209/ https://www.ncbi.nlm.nih.gov/pubmed/36780203 http://dx.doi.org/10.2196/43486

Ejemplares similares

Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study
por: Boussina, Aaron, et al.
Publicado: (2023)

Prediction of Unplanned Hospital Readmission using Clinical and Longitudinal Wearable Sensor Features
por: Yhdego, Haben H., et al.
Publicado: (2023)

Artificial intelligence sepsis prediction algorithm learns to say “I don’t know”
por: Shashikumar, Supreeth P., et al.
Publicado: (2021)

Predicting Hospital Readmission among Patients with Sepsis using Clinical and Wearable Data
por: Amrollahi, Fatemeh, et al.
Publicado: (2023)

Development & Deployment of a Real-time Healthcare Predictive Analytics Platform
por: Boussina, Aaron, et al.
Publicado: (2023)

Bringing the Promise of Artificial Intelligence to Critical Care: What the Experience With Sepsis Analytics Can Teach Us
por: Wardi, Gabriel, et al.
Publicado: (2023)

Differentiation of Fungal, Viral, and Bacterial Sepsis using Multimodal Deep Learning
por: Boussina, Aaron, et al.
Publicado: (2023)

Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019
por: Reyna, Matthew A., et al.
Publicado: (2020)

Leveraging clinical data across healthcare institutions for continual learning of predictive risk models
por: Amrollahi, Fatemeh, et al.
Publicado: (2022)

Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation
por: Shashikumar, Supreeth P., et al.
Publicado: (2021)

Assessing Barriers to Implementation of Machine Learning and Artificial Intelligence–Based Tools in Critical Care: Web-Based Survey Study
por: Mlodzinski, Eric, et al.
Publicado: (2023)

Describing Sepsis as a Risk Factor for Cardiovascular Disease
por: Wardi, Gabriel, et al.
Publicado: (2023)

Strategies for Cost Optimization in Minimally Invasive Gynecologic Surgery
por: Youssef, Youssef, et al.
Publicado: (2022)

Hospital implementation of minimally invasive autopsy: A prospective cohort study of clinical performance and costs
por: Wagensveld, Ivo M., et al.
Publicado: (2019)

Optimizing sobriety checkpoints to maximize public health benefits and minimize operational costs
por: Morrison, Christopher N., et al.
Publicado: (2023)

Neutral buoyancy is optimal to minimize the cost of transport in horizontally swimming seals
por: Sato, Katsufumi, et al.
Publicado: (2013)

Surfactant Stock Optimization for Cost Minimization in Neonatal Intensive Care Units
por: Narli, Müfide, et al.
Publicado: (2021)

Unexpected intensive care transfer of admitted patients with severe sepsis
por: Wardi, Gabriel, et al.
Publicado: (2017)

Impact of an educational program on the Surviving Sepsis Campaign implementation for sepsis management
por: d'Empaire, Pablo Perez, et al.
Publicado: (2008)

Implementation of a whole of hospital sepsis clinical pathway in a cancer hospital: impact on sepsis management, outcomes and costs
por: Thursky, Karin, et al.
Publicado: (2018)

Implementation and complexity of the watershed-from-markers algorithm computed as a minimal cost forest
por: Felkel, P, et al.
Publicado: (2002)

Production optimization in the time of pandemic: an SIS-based optimal control model with protection effort and cost minimization
por: Brusset, Xavier, et al.
Publicado: (2023)

Cost Evaluation of Minimally Invasive Tissue Sampling (MITS) Implementation in Low- and Middle-Income Countries
por: Morrison, Laura T R, et al.
Publicado: (2021)

Humans Optimize Ground Contact Time and Leg Stiffness to Minimize the Metabolic Cost of Running
por: Moore, Isabel S., et al.
Publicado: (2019)

Discrete optimal quadratic AGC based cost functional minimization for interconnected power systems
por: Esmail, M., et al.
Publicado: (2023)

Implementation, Outputs, and Cost of a National Operational Research Training in Rwanda
por: Odhiambo, Jackline, et al.
Publicado: (2020)

The cost of implementing Vietnam's national plan of action for nutrition for 2017–2020
por: Van Minh, Hoang, et al.
Publicado: (2019)

National differences in implementation of minimally invasive surgery for colorectal cancer and the influence on short-term outcomes
por: Warps, A. K., et al.
Publicado: (2022)

Comparison of In-Person and Telesimulation for Critical Care Training during the COVID-19 Pandemic
por: Lin, Erica, et al.
Publicado: (2021)

Challenges to implementation of sepsis guidelines
por: Patel, S, et al.
Publicado: (2009)

Cost of postoperative sepsis in Vietnam
por: Bui, My Hanh, et al.
Publicado: (2022)

Minimizing RF system costs in a linear collider by an optimized choice of beam and structure parameters
por: Jones, R M, et al.
Publicado: (1998)

Optimal synaptic signaling connectome for locomotory behavior in Caenorhabditis elegans: Design minimizing energy cost
por: Rakowski, Franciszek, et al.
Publicado: (2017)

Optimization-Based Approaches for Minimizing Deployment Costs for Wireless Sensor Networks with Bounded Estimation Errors
por: Hsiao, Chiu-Han, et al.
Publicado: (2021)

Implementation of Complementary Model using Optimal Combination of Hematological Parameters for Sepsis Screening in Patients with Fever
por: Choi, Jang-Sik, et al.
Publicado: (2020)

Impact of the Surviving Sepsis Campaign implementation on severe sepsis outcome
por: Silva, E
Publicado: (2011)

Implementation of a methodological protocol for the national survey on tuberculosis catastrophic costs in Brazil
por: Maciel, Ethel Leonor Noia, et al.
Publicado: (2023)

Costs of severe sepsis according to the guidelines of the 'Surviving Sepsis Campaign'
por: de Anda, G Vazquez, et al.
Publicado: (2005)

The Protein Cost of Metabolic Fluxes: Prediction from Enzymatic Rate Laws and Cost Minimization
por: Noor, Elad, et al.
Publicado: (2016)

Optimizing cost and minimizing energy loss in the recirculating race-track design of the LHeC electron linac
por: Skrabacz, J
Publicado: (2008)

Cannot write session to /tmp/vufind_sessions/sess_0cu3ek8n4kkc695taicdqna393