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Early prediction of sepsis in intensive care patients using the machine learning algorithm NAVOY® Sepsis, a prospective randomized clinical validation study
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Persson, Inger
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Macura, Andreas
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Sjovall, Fredrik
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JOURNAL OF CRITICAL CARE,
2024, 80

Persson, Inger
论文数: 0 引用数: 0
h-index: 0
机构:
Uppsala Univ, Dept Stat, Box 513, SE-75120 Uppsala, Sweden
AlgoDx AB, Stockholm, Sweden Uppsala Univ, Dept Stat, Box 513, SE-75120 Uppsala, Sweden

Macura, Andreas
论文数: 0 引用数: 0
h-index: 0
机构:
AlgoDx AB, Stockholm, Sweden Uppsala Univ, Dept Stat, Box 513, SE-75120 Uppsala, Sweden

Becedas, David
论文数: 0 引用数: 0
h-index: 0
机构:
AlgoDx AB, Stockholm, Sweden Uppsala Univ, Dept Stat, Box 513, SE-75120 Uppsala, Sweden

Sjovall, Fredrik
论文数: 0 引用数: 0
h-index: 0
机构:
Skane Univ Hosp, Dept Intens & Perioperat Med, Malmo, Sweden Uppsala Univ, Dept Stat, Box 513, SE-75120 Uppsala, Sweden
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Early Prediction of Mortality, Severity, and Length of Stay in the Intensive Care Unit of Sepsis Patients Based on Sepsis 3.0 by Machine Learning Models
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Su, Longxiang
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Xu, Zheng
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Chang, Fengxiang
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Ma, Yingying
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Liu, Shengjun
;
Jiang, Huizhen
;
Wang, Hao
;
Li, Dongkai
;
Chen, Huan
;
Zhou, Xiang
;
Hong, Na
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Zhu, Weiguo
;
Long, Yun
.
FRONTIERS IN MEDICINE,
2021, 8

Su, Longxiang
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Xu, Zheng
论文数: 0 引用数: 0
h-index: 0
机构:
Digital Hlth China Technol Co Ltd, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Chang, Fengxiang
论文数: 0 引用数: 0
h-index: 0
机构:
Digital Hlth China Technol Co Ltd, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Ma, Yingying
论文数: 0 引用数: 0
h-index: 0
机构:
Digital Hlth China Technol Co Ltd, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Liu, Shengjun
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Jiang, Huizhen
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Informat Ctr, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Wang, Hao
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Li, Dongkai
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Chen, Huan
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Zhou, Xiang
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Hong, Na
论文数: 0 引用数: 0
h-index: 0
机构:
Digital Hlth China Technol Co Ltd, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Zhu, Weiguo
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Informat Ctr, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China
Chinese Acad Med Sci, Dept Primary Care & Family Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China

Long, Yun
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China Chinese Acad Med Sci, Dept Crit Care Med, State Key Lab Complex Severe & Rare Dis, Peking Union Med Coll Hosp,Peking Union Med Coll, Beijing, Peoples R China
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Machine Learning Line Bundle Cohomology
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Brodie, Callum R.
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Constantin, Andrei
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Deen, Rehan
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Lukas, Andre
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FORTSCHRITTE DER PHYSIK-PROGRESS OF PHYSICS,
2020, 68 (01)

Brodie, Callum R.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Oxford, Rudolf Peierls Ctr Theoret Phys, Parks Rd, Oxford OX1 3PU, England Univ Oxford, Rudolf Peierls Ctr Theoret Phys, Parks Rd, Oxford OX1 3PU, England

论文数: 引用数:
h-index:
机构:

Deen, Rehan
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Oxford, Rudolf Peierls Ctr Theoret Phys, Parks Rd, Oxford OX1 3PU, England Univ Oxford, Rudolf Peierls Ctr Theoret Phys, Parks Rd, Oxford OX1 3PU, England

Lukas, Andre
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h-index: 0
机构:
Univ Oxford, Rudolf Peierls Ctr Theoret Phys, Parks Rd, Oxford OX1 3PU, England Univ Oxford, Rudolf Peierls Ctr Theoret Phys, Parks Rd, Oxford OX1 3PU, England
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Prediction of sepsis patients using machine learning approach: A meta-analysis
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Islam, Md. Mohaimenul
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Nasrin, Tahmina
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Walther, Bruno Andreas
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Yang, Hsuan-Chia
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Li , Yu-Chuan
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COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE,
2019, 170
:1-9

Islam, Md. Mohaimenul
论文数: 0 引用数: 0
h-index: 0
机构:
Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan
Taipei Med Univ, Int Ctr Hlth Informat Technol, Taipei, Taiwan Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan

Nasrin, Tahmina
论文数: 0 引用数: 0
h-index: 0
机构:
Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan
Taipei Med Univ, Int Ctr Hlth Informat Technol, Taipei, Taiwan Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan

Walther, Bruno Andreas
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h-index: 0
机构:
Natl Sun Yat Sen Univ, Dept Biol Sci, Kaohsiung 804, Taiwan Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan

Wu, Chieh-Chen
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h-index: 0
机构:
Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan
Taipei Med Univ, Int Ctr Hlth Informat Technol, Taipei, Taiwan Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan

Yang, Hsuan-Chia
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h-index: 0
机构:
Taipei Med Univ, Int Ctr Hlth Informat Technol, Taipei, Taiwan Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan

Li , Yu-Chuan
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h-index: 0
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Taipei Med Univ, Coll Med Sci & Technol, Grad Inst Biomed Informat, Taipei, Taiwan
Taipei Med Univ, Int Ctr Hlth Informat Technol, Taipei, Taiwan
Wan Fang Hosp, Dept Dermatol, 250 Wuxing St, Taipei 11031, Taiwan
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Using Machine Learning Methods to Predict the Lactate Trend of Sepsis Patients in the ICU
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Arslantas, Mustafa Kemal
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DIGITAL HEALTH AND WIRELESS SOLUTIONS, PT II, NCDHWS 2024,
2024, 2084
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Arslantas, Mustafa Kemal
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h-index: 0
机构:
Demiroglu Bilim Univ, Dept Anesthesiol & Reanimat, Fac Med, Istanbul, Turkiye Demiroglu Bilim Univ, Dept Anesthesiol & Reanimat, Fac Med, Istanbul, Turkiye

Asuroglu, Tunc
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h-index: 0
机构:
VTT Tech Res Ctr Finland, Tampere, Finland Demiroglu Bilim Univ, Dept Anesthesiol & Reanimat, Fac Med, Istanbul, Turkiye

Arslantas, Reyhan
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h-index: 0
机构:
Taksim Training & Res Hosp, Clin Anesthesiol & Reanimat, Istanbul, Turkiye Demiroglu Bilim Univ, Dept Anesthesiol & Reanimat, Fac Med, Istanbul, Turkiye

Pashazade, Emin
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h-index: 0
机构:
Kadikoy Florence Nightingale Hosp, Clin Anesthesiol & Reanimat, Istanbul, Turkiye Demiroglu Bilim Univ, Dept Anesthesiol & Reanimat, Fac Med, Istanbul, Turkiye

Dincer, Pelin Corman
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h-index: 0
机构:
Marmara Univ, Dept Oral & Maxillofacial Surg, Fac Dent, Istanbul, Turkiye Demiroglu Bilim Univ, Dept Anesthesiol & Reanimat, Fac Med, Istanbul, Turkiye

Altun, Gulbin Tore
论文数: 0 引用数: 0
h-index: 0
机构:
Kadikoy Florence Nightingale Hosp, Clin Anesthesiol & Reanimat, Istanbul, Turkiye Demiroglu Bilim Univ, Dept Anesthesiol & Reanimat, Fac Med, Istanbul, Turkiye

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Machine learning line bundle connections
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Ashmore, Anthony
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PHYSICS LETTERS B,
2022, 827

Ashmore, Anthony
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h-index: 0
机构:
Univ Chicago, Kadanoff Ctr Theoret Phys, Chicago, IL 60637 USA
Sorbonne Univ, CNRS, LPTHE, F-75005 Paris, France Univ Chicago, Kadanoff Ctr Theoret Phys, Chicago, IL 60637 USA

Deen, Rehan
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h-index: 0
机构:
Univ Oxford, Rudolf Peierls Ctr Theoret Phys, Oxford OX1 3PU, England Univ Chicago, Kadanoff Ctr Theoret Phys, Chicago, IL 60637 USA

He, Yang-Hui
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h-index: 0
机构:
Royal Inst Great Britain, London Inst Math Sci, London W1S 4BS, England
Univ London, Dept Math, London EC1V0HB, England
Univ Oxford, Merton Coll, Oxford OX1 4JD, England
NanKai Univ, Sch Phys, Tianjin 300071, Peoples R China Univ Chicago, Kadanoff Ctr Theoret Phys, Chicago, IL 60637 USA

Ovrut, Burt A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Penn, Dept Phys, Philadelphia, PA 19104 USA Univ Chicago, Kadanoff Ctr Theoret Phys, Chicago, IL 60637 USA
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A Time-Phased Machine Learning Model for Real-Time Prediction of Sepsis in Critical Care
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Li, Xiang
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Xu, Xiao
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Xie, Fei
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Xu, Xian
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Sun, Yuyao
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Liu, Xiaoshuang
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Jia, Xiaoyu
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Xie, Lixin
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Wang, Fei
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CRITICAL CARE MEDICINE,
2020, 48 (10)
:E884-E888

Li, Xiang
论文数: 0 引用数: 0
h-index: 0
机构:
Ping An Technol, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Xu, Xiao
论文数: 0 引用数: 0
h-index: 0
机构:
Ping An Technol, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Xie, Fei
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h-index: 0
机构:
Chinese Peoples Liberat Army Gen Hosp, Dept Pulm & Crit Care Med, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Xu, Xian
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h-index: 0
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Ping An Technol, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Sun, Yuyao
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Ping An Technol, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Liu, Xiaoshuang
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机构:
Ping An Technol, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Jia, Xiaoyu
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Ping An Technol, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Kang, Yanni
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机构:
Ping An Technol, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Xie, Lixin
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h-index: 0
机构:
Chinese Peoples Liberat Army Gen Hosp, Dept Pulm & Crit Care Med, Beijing, Peoples R China Ping An Technol, Beijing, Peoples R China

Wang, Fei
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h-index: 0
机构:
Cornell Univ, Weill Cornell Med Coll, Dept Healthcare Policy & Res, New York, NY 10021 USA Ping An Technol, Beijing, Peoples R China

Xie, Guotong
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h-index: 0
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The impact of machine-learning-derived lean psoas muscle area on prognosis of type B aortic dissection patients undergoing endovascular treatment
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Liu, Jitao
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EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY,
2022, 62 (06)

Liu, Jitao
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h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Su, Sheng
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h-index: 0
机构:
Southern Med Univ, Sch Clin Med 2, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Liu, Weijie
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h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Ctr Informat Technol & Stat, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Xie, Enmin
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h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Hu, Xiaolu
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h-index: 0
机构:
South China Univ Technol, Sch Med, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Lin, Wenhui
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h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Ding, Huanyu
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Luo, Songyuan
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Liu, Yuan
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Huang, Wenhui
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Li, Jie
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Yang, Fan
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Emergency & Crit Care Med, Guangzhou, Peoples R China
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Emergency & Crit Care Med, 106 Zhongshan Second Rd, Guangzhou 510080, Guangdong, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China

Luo, Jianfang
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Emergency & Crit Care Med, 106 Zhongshan Second Rd, Guangzhou 510080, Guangdong, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol, Guangzhou, Peoples R China
[49]
Sepsis scoring systems and use of the Sepsis six care bundle in maternity hospitals
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Nouf Abutheraa
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June Grant
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Alexander B. Mullen
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BMC Pregnancy and Childbirth,
21

Nouf Abutheraa
论文数: 0 引用数: 0
h-index: 0
机构: Strathclyde Institute of Pharmacy and Biomedical Science in the University of Strathclyde,

June Grant
论文数: 0 引用数: 0
h-index: 0
机构: Strathclyde Institute of Pharmacy and Biomedical Science in the University of Strathclyde,

Alexander B. Mullen
论文数: 0 引用数: 0
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机构: Strathclyde Institute of Pharmacy and Biomedical Science in the University of Strathclyde,
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Hu, Chang
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Li, Yiming
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Wang, Fengyun
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INFECTIOUS DISEASES AND THERAPY,
2022, 11 (05)
:1949-1964

Hu, Chang
论文数: 0 引用数: 0
h-index: 0
机构:
Wuhan Univ, Dept Crit Care Med, Zhongnan Hosp, Wuhan 430071, Hubei, Peoples R China
Clin Res Ctr Hubei Crit Care Med, Wuhan 430071, Hubei, Peoples R China Wuhan Univ, Dept Crit Care Med, Zhongnan Hosp, Wuhan 430071, Hubei, Peoples R China

Li, Yiming
论文数: 0 引用数: 0
h-index: 0
机构:
Wuhan Univ, Dept Crit Care Med, Zhongnan Hosp, Wuhan 430071, Hubei, Peoples R China
Clin Res Ctr Hubei Crit Care Med, Wuhan 430071, Hubei, Peoples R China Wuhan Univ, Dept Crit Care Med, Zhongnan Hosp, Wuhan 430071, Hubei, Peoples R China

Wang, Fengyun
论文数: 0 引用数: 0
h-index: 0
机构:
Wuhan Univ, Dept Crit Care Med, Zhongnan Hosp, Wuhan 430071, Hubei, Peoples R China
Clin Res Ctr Hubei Crit Care Med, Wuhan 430071, Hubei, Peoples R China Wuhan Univ, Dept Crit Care Med, Zhongnan Hosp, Wuhan 430071, Hubei, Peoples R China

Peng, Zhiyong
论文数: 0 引用数: 0
h-index: 0
机构:
Wuhan Univ, Dept Crit Care Med, Zhongnan Hosp, Wuhan 430071, Hubei, Peoples R China
Clin Res Ctr Hubei Crit Care Med, Wuhan 430071, Hubei, Peoples R China Wuhan Univ, Dept Crit Care Med, Zhongnan Hosp, Wuhan 430071, Hubei, Peoples R China