4.2 Review

Applying machine learning to continuously monitored physiological data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Critical Care Medicine

An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU

Shamim Nemati et al.

CRITICAL CARE MEDICINE (2018)

Editorial Material Critical Care Medicine

From Big Data to Artificial Intelligence: Harnessing Data Routinely Collected in the Process of Care

Barret Rush et al.

CRITICAL CARE MEDICINE (2018)

Review Critical Care Medicine

The intensive care delirium research agenda: a multinational, interprofessional perspective

Pratik P. Pandharipande et al.

INTENSIVE CARE MEDICINE (2017)

Article Health Care Sciences & Services

Correlation Between Observational Scales of Sedation and Comfort and Bispectral Index Scores

Michael Barbato et al.

JOURNAL OF PAIN AND SYMPTOM MANAGEMENT (2017)

Editorial Material Medicine, General & Internal

Lost in Thought - The Limits of the Human Mind and the Future of Medicine

Ziad Obermeyer et al.

NEW ENGLAND JOURNAL OF MEDICINE (2017)

Editorial Material Medicine, General & Internal

Machine Learning and Prediction in Medicine - Beyond the Peak of Inflated Expectations

Jonathan H. Chen et al.

NEW ENGLAND JOURNAL OF MEDICINE (2017)

Article Critical Care Medicine

Acute Brain Failure Pathophysiology, Diagnosis, Management, and Sequelae of Delirium

Jose R. Maldonado

CRITICAL CARE CLINICS (2017)

Article Critical Care Medicine

Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability

Sunil B. Nagaraj et al.

CRITICAL CARE MEDICINE (2017)

Article Critical Care Medicine

New-Onset Atrial Fibrillation in the Critically Ill

Travis J. Moss et al.

CRITICAL CARE MEDICINE (2017)

Article Anesthesiology

Real alerts and artifact classification in archived multi-signal vital sign monitoring data: implications for mining big data

Marilyn Hravnak et al.

JOURNAL OF CLINICAL MONITORING AND COMPUTING (2016)

Article Anesthesiology

Sensor fusion methods for reducing false alarms in heart rate monitoring

Gabriel Borges et al.

JOURNAL OF CLINICAL MONITORING AND COMPUTING (2016)

Article Critical Care Medicine

Automatic Classification of Sedation Levels in ICU Patients Using Heart Rate Variability

Sunil B. Nagaraj et al.

CRITICAL CARE MEDICINE (2016)

Editorial Material Medicine, General & Internal

Predicting the Future - Big Data, Machine Learning, and Clinical Medicine

Ziad Obermeyer et al.

NEW ENGLAND JOURNAL OF MEDICINE (2016)

Article Biophysics

Suppression of false arrhythmia alarms in the ICU: a machine learning approach

Sardar Ansari et al.

PHYSIOLOGICAL MEASUREMENT (2016)

Article Critical Care Medicine

Critical Care Telemedicine: Evolution and State of the Art

Craig M. Lilly et al.

CRITICAL CARE MEDICINE (2014)