Intensive Care Unit (ICU)

Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation

Khalid Alghatani, Nariman Ammar, Abdelmounaam Rezgui, Arash Shaban-Nejad

JMIR Med Inform 2021 (May 05); 9(5):e21347

Download Citation: END BibTex RIS

Predicting Intensive Care Transfers and Other Unforeseen Events: Analytic Model Validation Study and Comparison to Existing Methods

Brandon C Cummings, Sardar Ansari, Jonathan R Motyka, Guan Wang, Richard P Medlin Jr, Steven L Kronick, Karandeep Singh, Pauline K Park, Lena M Napolitano, Robert P Dickson, Michael R Mathis, Michael W Sjoding, Andrew J Admon, Ross Blank, Jakob I McSparron, Kevin R Ward, Christopher E Gillies

JMIR Med Inform 2021 (Apr 21); 9(4):e25066

Download Citation: END BibTex RIS

Noninvasive Real-Time Mortality Prediction in Intensive Care Units Based on Gradient Boosting Method: Model Development and Validation Study

Huizhen Jiang, Longxiang Su, Hao Wang, Dongkai Li, Congpu Zhao, Na Hong, Yun Long, Weiguo Zhu

JMIR Med Inform 2021 (Mar 25); 9(3):e23888

Download Citation: END BibTex RIS

Early Improvement of Acute Respiratory Distress Syndrome in Patients With COVID-19 in the Intensive Care Unit: Retrospective Analysis

Zhu Zhan, Xin Yang, Hu Du, Chuanlai Zhang, Yuyan Song, Xiaoyun Ran, An Zhang, Mei Yang

JMIR Public Health Surveill 2021 (Mar 09); 7(3):e24843

Download Citation: END BibTex RIS

Regional Resource Assessment During the COVID-19 Pandemic in Italy: Modeling Study

Pietro H Guzzi, Giuseppe Tradigo, Pierangelo Veltri

JMIR Med Inform 2021 (Mar 09); 9(3):e18933

Download Citation: END BibTex RIS

Collaboration Structures in COVID-19 Critical Care: Retrospective Network Analysis Study

Chao Yan, Xinmeng Zhang, Cheng Gao, Erin Wilfong, Jonathan Casey, Daniel France, Yang Gong, Mayur Patel, Bradley Malin, You Chen

JMIR Hum Factors 2021 (Mar 08); 8(1):e25724

Download Citation: END BibTex RIS

Valproic Acid as an Adjuvant Treatment for Generalized Convulsive Status Epilepticus in Adults Admitted to Intensive Care Units: Protocol for a Double-Blind, Multicenter Randomized Controlled Trial

Tarek Sharshar, Omar Ben Hadj Salem, Raphaël Porcher, Lamiae Grimaldi-Bensouda, Nicholas Heming, Bernard Clair, Eric Azabou, Aurélien Mazeraud, Benjamin Rohaut, Hervé Outin

JMIR Res Protoc 2021 (Feb 24); 10(2):e22511

Download Citation: END BibTex RIS

Using Consumer-Grade Physical Activity Trackers to Measure Frailty Transitions in Older Critical Care Survivors: Exploratory Observational Study

Ben Kim, Miranda Hunt, John Muscedere, David M Maslove, Joon Lee

JMIR Aging 2021 (Feb 23); 4(1):e19859

Download Citation: END BibTex RIS

Prognosis Score System to Predict Survival for COVID-19 Cases: a Korean Nationwide Cohort Study

Sung-Yeon Cho, Sung-Soo Park, Min-Kyu Song, Young Yi Bae, Dong-Gun Lee, Dong-Wook Kim

J Med Internet Res 2021 (Feb 22); 23(2):e26257

Download Citation: END BibTex RIS

Accuracy and Monitoring of Pediatric Early Warning Score (PEWS) Scores Prior to Emergent Pediatric Intensive Care Unit (ICU) Transfer: Retrospective Analysis

Rebecca L Kowalski, Laura Lee, Michael C Spaeder, J Randall Moorman, Jessica Keim-Malpass

JMIR Pediatr Parent 2021 (Feb 22); 4(1):e25991

Download Citation: END BibTex RIS

Development and Validation of an Automated Algorithm to Detect Atrial Fibrillation Within Stored Intensive Care Unit Continuous Electrocardiographic Data: Observational Study

Allan J Walkey, Syed K Bashar, Md Billal Hossain, Eric Ding, Daniella Albuquerque, Michael Winter, Ki H Chon, David D McManus

JMIR Cardio 2021 (Feb 15); 5(1):e18840

Download Citation: END BibTex RIS

Classification of the Disposition of Patients Hospitalized with COVID-19: Reading Discharge Summaries Using Natural Language Processing

Marta Fernandes, Haoqi Sun, Aayushee Jain, Haitham S Alabsi, Laura N Brenner, Elissa Ye, Wendong Ge, Sarah I Collens, Michael J Leone, Sudeshna Das, Gregory K Robbins, Shibani S Mukerji, M Brandon Westover

JMIR Med Inform 2021 (Feb 10); 9(2):e25457

Download Citation: END BibTex RIS

Machine Learning–Based Early Warning Systems for Clinical Deterioration: Systematic Scoping Review

Sankavi Muralitharan, Walter Nelson, Shuang Di, Michael McGillion, PJ Devereaux, Neil Grant Barr, Jeremy Petch

J Med Internet Res 2021 (Feb 04); 23(2):e25187

Download Citation: END BibTex RIS

Effectiveness of an Electronic Communication Tool on Transitions in Care From the Intensive Care Unit: Protocol for a Cluster-Specific Pre-Post Trial

Jeanna Parsons Leigh, Rebecca Brundin-Mather, Liam Whalen-Browne, Devika Kashyap, Khara Sauro, Andrea Soo, Jennie Petersen, Monica Taljaard, Henry T Stelfox

JMIR Res Protoc 2021 (Jan 08); 10(1):e18675

Download Citation: END BibTex RIS

Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study

Eiji Kawamoto, Asami Ito-Masui, Ryo Esumi, Mami Ito, Noriko Mizutani, Tomoyo Hayashi, Hiroshi Imai, Motomu Shimaoka

J Med Internet Res 2020 (Dec 31); 22(12):e23184

Download Citation: END BibTex RIS

Telemedicine in Intensive Care Units: Protocol for a Scoping Review

Camille Guinemer, Martin Boeker, Bjoern Weiss, Daniel Fuerstenau, Felix Balzer, Akira-Sebastian Poncette

JMIR Res Protoc 2020 (Dec 31); 9(12):e19695

Download Citation: END BibTex RIS

Open-Source Technology for Real-Time Continuous Glucose Monitoring in the Neonatal Intensive Care Unit: Case Study in a Neonate With Transient Congenital Hyperinsulinism

Katarina Braune, Mandy Wäldchen, Klemens Raile, Sigrid Hahn, Tebbe Ubben, Susanne Römer, Daniela Hoeber, Nora Johanna Reibel, Michael Launspach, Oliver Blankenstein, Christoph Bührer

J Med Internet Res 2020 (Dec 04); 22(12):e21770

Download Citation: END BibTex RIS

Unpacking Prevalence and Dichotomy in Quick Sequential Organ Failure Assessment and Systemic Inflammatory Response Syndrome Parameters: Observational Data–Driven Approach Backed by Sepsis Pathophysiology

Nazmus Sakib, Sheikh Iqbal Ahamed, Rumi Ahmed Khan, Paul M Griffin, Md Munirul Haque

JMIR Med Inform 2020 (Dec 03); 8(12):e18352

Download Citation: END BibTex RIS

Leveraging a Cloud-Based Critical Care Registry for COVID-19 Pandemic Surveillance and Research in Low- and Middle-Income Countries

CRIT Care Asia, Madiha Hashmi, Abi Beane, Srinivas Murthy, Arjen M Dondorp, Rashan Haniffa

JMIR Public Health Surveill 2020 (Nov 23); 6(4):e21939

Download Citation: END BibTex RIS

Prognostic Assessment of COVID-19 in the Intensive Care Unit by Machine Learning Methods: Model Development and Validation

Pan Pan, Yichao Li, Yongjiu Xiao, Bingchao Han, Longxiang Su, Mingliang Su, Yansheng Li, Siqi Zhang, Dapeng Jiang, Xia Chen, Fuquan Zhou, Ling Ma, Pengtao Bao, Lixin Xie

J Med Internet Res 2020 (Nov 11); 22(11):e23128

Download Citation: END BibTex RIS