Heart rate variability based machine learning models for risk prediction of suspected sepsis patients in the emergency department

Heart rate variability based machine learning models for risk prediction of suspected sepsis patients in the emergency department

10.1097/MD.0000000000014197

Saved in:

書目詳細資料
Main Authors:	Chiew, C.J., Liu, N., Tagami, T., Wong, T.H., Koh, Z.X., Ong, M.E.H., Chung, F.-T..
其他作者:	DUKE-NUS MEDICAL SCHOOL
格式:	Article
出版:	Lippincott Williams and Wilkins 2021
主題:	electrocardiography emergency service hospital machine learning sepsis triage
在線閱讀:	https://scholarbank.nus.edu.sg/handle/10635/210003
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	National University of Singapore

相似書籍

Validation of the mortality in emergency department sepsis (MEDS) score in a Singaporean cohort
由: Pong, J.Z., et al.
出版: (2021)

Combining heart rate variability with disease severity score variables for mortality risk stratification in septic patients presenting at the emergency department
由: Pong, J.Z., et al.
出版: (2021)

The effectiveness of emergency health care system on clinical signs in patients with sepsis
由: Patiporn Bunyaphatkun
出版: (2023)

A novel heart rate variability based risk prediction model for septic patients presenting to the emergency department
由: Samsudin, M.I., et al.
出版: (2021)

INTELLIGENT TELEPHONE TRIAGE IN PRE-HOSPITAL EMERGENCY CARE
由: WANG HAN
出版: (2023)

Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection
由: Liu, N, et al.
出版: (2020)

INTERPRETABLE MACHINE LEARNING-BASED SCORING SYSTEMS FOR EMERGENCY CARE
由: XIE FENG
出版: (2022)

Risk stratification with extreme learning machine: A retrospective study on emergency department patients
由: Liu, N, et al.
出版: (2020)

Managing emergency department crowding through improved triaging and resource allocation
由: YANG, Kum Khiong, et al.
出版: (2016)

Factors associated with prolonged length of stay of non-trauma patients in the emergency department
由: Sutasinee Jiamprasert
出版: (2015)

A novel cardiovascular risk stratification model incorporating ECG and heart rate variability for patients presenting to the emergency department with chest pain
由: Heldeweg, M.L.A, et al.
出版: (2020)

Emergency Department Management of Sepsis Patients: A Randomized, Goal-Oriented, Noninvasive Sepsis Trial
由: Kuan, Win Sen, et al.
出版: (2021)

Factors Affecting 72-Hour Unplanned Return Visits after Emergency Department Index Discharge of a Tertiary Private Hospital in the Philippines
由: Jimenez, Ma. Lourdes D, et al.
出版: (2020)

Exploring the experiences and needs of sepsis survivors: A mixed method systematic review
由: JONATHAN TANG XIN JIE
出版: (2021)

A Descriptive Study on the Factors Affecting the Length of Stay in the Emergency Department of a Tertiary Private Hospital in the Philippines
由: Jimenez, Ma. Lourdes D, et al.
出版: (2018)

Management of acute pyelonephritis in the emergency department observation unit.
由: Khoo, Kathleen Swee Min, et al.
出版: (2020)

Heart rate n-variability (HRnV) and its application to risk stratification of chest pain patients in the emergency department
由: Liu, N., et al.
出版: (2021)

National inventory of emergency departments in Singapore
由: Wen, L.S, et al.
出版: (2020)

Rapid ECG interpretation
由: Khan, M. I. Gabriel, et al.
出版: (2017)

ประสิทธิภาพการจำแนกประเภทผู้ป่วยโดยพยาบาลจำแนกในหน่วย เวชศาสตร์ฉุกเฉิน คณะแพทย์ศาสตร์โรงพยาบาลรามาธิบดี
由: สุดาพรรณ ธัญจิรา, et al.
出版: (2021)

Hepatic PPARα is critical in the metabolic adaptation to sepsis
由: Paumelle, Réjane, et al.
出版: (2020)

A Descriptive Study on the Factors Affecting the Length of Stay in the Emergency Department of a Tertiary Private Hospital in the Philippines
由: Jimenez, Ma. Lourdes D, et al.
出版: (2018)

พยาบาลจำแนกกับการบริการของหน่วยเวชศาสตร์ฉุกเฉิน
由: สุดาพรรณ ธัญจิรา, et al.
出版: (2021)

Procalcitonin: changes and outcomes in pediatric sepsis at Chiang Mai University Hospital
由: Chanyutthana S, et al.
出版: (2020)

Hospital admission risk stratification of patients with gout presenting to the emergency department
由: WANG HAN, et al.
出版: (2022)

Vasopressin and copeptin levels in children with sepsis and septic shock
由: Lee, J.H., et al.
出版: (2016)

UNDERSTANDING TRANSITIONAL PRE-MONOCYTE (TPMO) FUNCTION IN SEPSIS
由: TEH YE CHEAN
出版: (2021)

The effectiveness of sepsis education in improving sepsis recognition and management: A systematic review
由: CHLOE CHOY LEYI
出版: (2021)

Reasons for emergency department visits among advanced cancer patients in their last week of life
由: Yang, G.M., et al.
出版: (2022)

Role of extracorporeal membrane oxygenation in children with sepsis: a systematic review and meta-analysis
由: Ramanathan, K., et al.
出版: (2021)

Five additions to the list of sepsidae (Diptera) for vietnam: Perochaeta cuirassa sp. n., Perochaeta lobo sp. n., Sepsis spura sp. n., Sepsis sepsi Ozerov, 2003 and Sepsis monostigma Thompson, 1869
由: Ang, Y., et al.
出版: (2014)

Sepsis as a model of SIRS
由: Bhatia, M., et al.
出版: (2016)

Inflammatory mediators in sepsis: Cytokines, chemokines, adhesion molecules and gases
由: Devi, Ramnath R., et al.
出版: (2011)

Outcomes of Single-Dose Empirical Antibiotic Treatment in Children With Suspected Sepsis Implemented in the Emergency Department
由: Khanthathasiri S.
出版: (2023)

Patients' complaints in a hospital emergency department in Singapore
由: Wong, L.L., et al.
出版: (2011)

Prediction of pediatric sepsis mortality within 1 h of intensive care admission
由: Schlapbach L.J., et al.
出版: (2018)

MOLECULAR TARGETS OF RESVERATROL IN LPS-SIGNALING AND THERAPEUTIC EFFECT OF RESVERATROL IN EXPERIMENTAL SEPSIS
由: WANG BINBIN
出版: (2012)

Psychiatric referrals from an accident and emergency department in Singapore
由: Ang, A.W.K., et al.
出版: (2016)

Common TLR1 genetic variation is not associated with death from melioidosis, a common cause of sepsis in rural Thailand
由: Narisara Chantratita, et al.
出版: (2014)

Role of Substance P in Sepsis
由: AKHIL KUMAR HEGDE RAMA
出版: (2010)