Cargando…

ICU Delirium-Prediction Models: A Systematic Review

OBJECTIVE: Summarize performance and development of ICU delirium-prediction models published within the past 5 years. DATA SOURCES: Systematic electronic searches were conducted in April 2019 using PubMed, Embase, Cochrane Central, Web of Science, and Cumulative Index to Nursing and Allied Health Li...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ruppert, Matthew M., Lipori, Jessica, Patel, Sandip, Ingersent, Elizabeth, Cupka, Julie, Ozrazgat-Baslanti, Tezcan, Loftus, Tyler, Rashidi, Parisa, Bihorac, Azra
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Lippincott Williams & Wilkins 2020
Materias:	Systematic Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746201/ https://www.ncbi.nlm.nih.gov/pubmed/33354672 http://dx.doi.org/10.1097/CCE.0000000000000296

Ejemplares similares

The effect of non-pharmacologic strategies on prevention or management of intensive care unit delirium: a systematic review
por: Cupka, Julie S, et al.
Publicado: (2022)

Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU
por: Shickel, Benjamin, et al.
Publicado: (2021)

Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks
por: Shickel, Benjamin, et al.
Publicado: (2023)

Predictive Modeling for Readmission to Intensive Care: A Systematic Review
por: Ruppert, Matthew M., et al.
Publicado: (2023)

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning
por: Shickel, Benjamin, et al.
Publicado: (2019)

Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning
por: Davoudi, Anis, et al.
Publicado: (2019)

Methods for Phenotyping Adult Patients in Sepsis and Septic Shock: A Scoping Review
por: Li, Han, et al.
Publicado: (2022)

Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis
por: Adiyeke, Esra, et al.
Publicado: (2023)

Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review
por: Balch, Jeremy A, et al.
Publicado: (2023)

Improving the Intensive Care Patient Experience With Virtual Reality—A Feasibility Study
por: Ong, Triton L., et al.
Publicado: (2020)

Cardiovascular and Renal Disease in Chronic Critical Illness
por: Loftus, Tyler J., et al.
Publicado: (2021)

Building an automated, machine learning-enabled platform for predicting post-operative complications
por: Balch, Jeremy A, et al.
Publicado: (2023)

Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity
por: Loftus, Tyler J., et al.
Publicado: (2021)

Federated learning for preserving data privacy in collaborative healthcare research
por: Loftus, Tyler J, et al.
Publicado: (2022)

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes
por: Ren, Yuanfang, et al.
Publicado: (2022)

Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform
por: Ren, Yuanfang, et al.
Publicado: (2022)

Uncertainty-aware deep learning in healthcare: A scoping review
por: Loftus, Tyler J., et al.
Publicado: (2022)

Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications
por: Thottakkara, Paul, et al.
Publicado: (2016)

EARLY DIFFERENTIATION BETWEEN SEPSIS AND STERILE INFLAMMATION VIA URINARY GENE SIGNATURES OF METABOLIC DYSREGULATION
por: Bandyopadhyay, Sabyasachi, et al.
Publicado: (2022)

Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible
por: Loftus, Tyler J., et al.
Publicado: (2022)

Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks
por: Shickel, Benjamin, et al.
Publicado: (2022)

Early Biomarker Signatures in Surgical Sepsis
por: Madushani, R.W.M.A., et al.
Publicado: (2022)

Improved predictive models for acute kidney injury with IDEA: Intraoperative Data Embedded Analytics
por: Adhikari, Lasith, et al.
Publicado: (2019)

Role of Wearable Accelerometer Devices in Delirium Studies: A Systematic Review
por: Davoudi, Anis, et al.
Publicado: (2019)

Cardiovascular death and progression to end‐stage renal disease after major surgery in elderly patients
por: Lysak, N., et al.
Publicado: (2019)

Clinical Considerations for Patients Experiencing Acute Kidney Injury Following Percutaneous Nephrolithotomy
por: Reich, Daniel A., et al.
Publicado: (2023)

Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients
por: Ozrazgat-Baslanti, Tezcan, et al.
Publicado: (2021)

Insurance Status Is Associated with Treatment Allocation and Outcomes after Subarachnoid Hemorrhage
por: Hobson, Charles, et al.
Publicado: (2014)

Mysteries, Epistemological Modesty, and Artificial Intelligence in Surgery
por: Loftus, Tyler J., et al.
Publicado: (2020)

Phenotype clustering in health care: A narrative review for clinicians
por: Loftus, Tyler J., et al.
Publicado: (2022)

Bilateral renal artery stenosis impacts postoperative complications after major vascular surgery()
por: Filiberto, Amanda C., et al.
Publicado: (2023)

Sepsis and Critical Illness Research Center investigators: protocols and standard operating procedures for a prospective cohort study of sepsis in critically ill surgical patients
por: Loftus, Tyler J, et al.
Publicado: (2017)

Discovery and Validation of Urinary Molecular Signature of Early Sepsis
por: Bandyopadhyay, Sabyasachi, et al.
Publicado: (2020)

Melatonin and Melatonin Agonists for Prevention of Delirium in the Cardiac Surgical ICU: A Meta-analysis
por: Niyogi, Subhrashis Guha, et al.
Publicado: (2023)

Machine Learning Applications in Solid Organ Transplantation and Related Complications
por: Balch, Jeremy A., et al.
Publicado: (2021)

Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit
por: Davoudi, Anis, et al.
Publicado: (2022)

Delirium in the ICU
por: Wilson, Jo Ellen, et al.
Publicado: (2019)

Gamification for Machine Learning in Surgical Patient Engagement
por: Balch, Jeremy A., et al.
Publicado: (2022)

Opioid Safety and Concomitant Benzodiazepine Use in End-Stage Renal Disease Patients
por: Ruchi, Rupam, et al.
Publicado: (2019)

Chronic Critical Illness Elicits a Unique Circulating Leukocyte Transcriptome in Sepsis Survivors
por: Darden, Dijoia B., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_a0cjn10300v8usttii8464jst8