A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation

Clinical predictors of mortality due to COVID-19 based on an analysis of data of 150 patients from Wuhan, China

(2020) Qiurong Ruan et al.   INTENSIVE CARE MEDICINE

Basing Respiratory Management of COVID-19 on Physiological Principles

(2020) Martin J. Tobin   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

The second worldwide wave of interest in coronavirus since the COVID-19 outbreaks in South Korea, Italy and Iran: A Google Trends study

(2020) Artur Strzelecki   BRAIN BEHAVIOR AND IMMUNITY

Correction to: Clinical predictors of mortality due to COVID-19 based on an analysis of data of 150 patients from Wuhan, China

(2020) Qiurong Ruan et al.   INTENSIVE CARE MEDICINE

Characteristics of Hospitalized Adults With COVID-19 in an Integrated Health Care System in California

(2020) Laura C. Myers et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Presenting Characteristics, Comorbidities, and Outcomes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area

(2020) Safiya Richardson et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Beware of the second wave of COVID-19

(2020) Shunqing Xu et al.   LANCET

Clinical Characteristics of Covid-19 in New York City

(2020) Parag Goyal et al.   NEW ENGLAND JOURNAL OF MEDICINE

Development and Validation of a Clinical Risk Score to Predict the Occurrence of Critical Illness in Hospitalized Patients With COVID-19

(2020) Wenhua Liang et al.   JAMA Internal Medicine

Development and validation of the quick COVID-19 severity index (qCSI): a prognostic tool for early clinical decompensation

(2020) Adrian Haimovich et al.   ANNALS OF EMERGENCY MEDICINE

Utilization of machine-learning models to accurately predict the risk for critical COVID-19

(2020) Dan Assaf et al.   Internal and Emergency Medicine

Breast Cancer Prognosis Using a Machine Learning Approach

(2019) Patrizia Ferroni et al.   Cancers

Validation of Early Warning Scores at Two Long-Term Acute Care Hospitals

(2019) Matthew M. Churpek et al.   CRITICAL CARE MEDICINE

Machine Learning for Predicting Outcomes in Trauma

(2017) Nehemiah T. Liu et al.   SHOCK

Early warning scores for detecting deterioration in adult hospital patients: a systematic review protocol

(2017) Stephen Gerry et al.   BMJ Open

Timing of Intubation and Clinical Outcomes in Adults With Acute Respiratory Distress Syndrome*

(2016) Kirsten Neudoerffer Kangelaris et al.   CRITICAL CARE MEDICINE

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

(2016) Matthew M. Churpek et al.   CRITICAL CARE MEDICINE

National Early Warning Score (NEWS) as an emergency department predictor of disease severity and 90-day survival in the acutely dyspneic patient – a prospective observational study

(2016) Bente Bilben et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Machine learning applications in cancer prognosis and prediction

(2015) Konstantina Kourou et al.   Computational and Structural Biotechnology Journal

Adverse outcomes associated with delayed intensive care unit transfers in an integrated healthcare system

(2011) Vincent Liu et al.   Journal of Hospital Medicine

Dual coordinate descent methods for logistic regression and maximum entropy models

(2010) Hsiang-Fu Yu et al.   MACHINE LEARNING

Association between timing of intensive care unit admission and outcomes for emergency department patients with community-acquired pneumonia*

(2009) Bertrand Renaud et al.   CRITICAL CARE MEDICINE