Deep-learning model for screening sepsis using electrocardiography

[1] Singer M(2016)The third international consensus definitions for sepsis and septic shock (Sepsis-3) JAMA 315 801-552

[2] Deutschman CS(2017)Surviving sepsis campaign Crit Care Med 45 486-211

[3] Seymour CW(2020)Global, regional, and national sepsis incidence and mortality, 1990–2017: analysis for the Global Burden of Disease Study Lancet 395 200-1422

[4] Shankar-Hari M(2018)The global burden of sepsis: barriers and potential solutions Crit Care 22 232-665

[5] Annane D(2020)Enhanced electrocardiographic monitoring of patients with Coronavirus Disease 2019 Hear Rhythm 17 1417-1608

[6] Bauer M(2004)Brain natriuretic peptide: a marker of myocardial dysfunction and prognosis during severe sepsis Crit Care Med 32 660-196

[7] Rhodes A(2007)Mechanisms of sepsis-induced cardiac dysfunction Crit Care Med 35 1599-e367

[8] Evans LE(2002)ECG Changes during Septic Shock Cardiology 97 187-444

[9] Alhazzani W(2020)Deep learning-based algorithm for detecting aortic stenosis using electrocardiography J Am Heart Assoc 4 428-81

[10] Levy MM(2019)Development and validation of a deep-learning model to screen for hyperkalemia from the electrocardiogram JAMA Cardiol 2 e358-359

[1] Singer M(2016)The third international consensus definitions for sepsis and septic shock (Sepsis-3) JAMA 315 801-552

[2] Deutschman CS(2017)Surviving sepsis campaign Crit Care Med 45 486-211

[3] Seymour CW(2020)Global, regional, and national sepsis incidence and mortality, 1990–2017: analysis for the Global Burden of Disease Study Lancet 395 200-1422

[4] Shankar-Hari M(2018)The global burden of sepsis: barriers and potential solutions Crit Care 22 232-665

[5] Annane D(2020)Enhanced electrocardiographic monitoring of patients with Coronavirus Disease 2019 Hear Rhythm 17 1417-1608

[6] Bauer M(2004)Brain natriuretic peptide: a marker of myocardial dysfunction and prognosis during severe sepsis Crit Care Med 32 660-196

[7] Rhodes A(2007)Mechanisms of sepsis-induced cardiac dysfunction Crit Care Med 35 1599-e367

[8] Evans LE(2002)ECG Changes during Septic Shock Cardiology 97 187-444

[9] Alhazzani W(2020)Deep learning-based algorithm for detecting aortic stenosis using electrocardiography J Am Heart Assoc 4 428-81

[10] Levy MM(2019)Development and validation of a deep-learning model to screen for hyperkalemia from the electrocardiogram JAMA Cardiol 2 e358-359