Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Molei Yan"'
Publikováno v:
Frontiers in Physiology, Vol 12 (2021)
Blood perfusion is an important index for the function of the cardiovascular system and it can be indicated by the blood flow distribution in the vascular tree. As the blood flow in a vascular tree varies in a large range of scales and fractal analys
Externí odkaz:
https://doaj.org/article/48ca1490189a40d5a890db913efc4868
Publikováno v:
IEEE Access, Vol 6, Pp 4641-4652 (2018)
The classification in class imbalanced data has drawn significant interest in medical application. Most existing methods are prone to categorize the samples into the majority class, resulting in bias, in particular the insufficient identification of
Externí odkaz:
https://doaj.org/article/71f7d009913742f9baf334ef20972f89
Autor:
Xue Feng, Daoyuan Wang, Qing Pan, Molei Yan, Xiaoqing Liu, Yanfei Shen, Luping Fang, Guolong Cai, Gangmin Ning
Publikováno v:
IEEE Journal of Biomedical and Health Informatics. :1-10
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::be2ebfd292fb8d2609e449a6a7df9138
https://doi.org/10.1109/jbhi.2023.3274568
https://doi.org/10.1109/jbhi.2023.3274568
Publikováno v:
Journal of Clinical Laboratory Analysis
Background Sepsis is a common cause of morbidity and mortality in the ICU patients. Early diagnosis and appropriate patient management is the key to improve the patient survival and to limit disabilities in sepsis patients. This study was aimed to fi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::865711c1f1bdde1103f74a65ef1a851f
https://pubmed.ncbi.nlm.nih.gov/34825737
https://pubmed.ncbi.nlm.nih.gov/34825737
Publikováno v:
Computational and Mathematical Methods in Medicine
Computational and Mathematical Methods in Medicine, Vol 2019 (2019)
Computational and Mathematical Methods in Medicine, Vol 2019 (2019)
In intensive care unit (ICU), it is essential to predict the mortality of patients and mathematical models aid in improving the prognosis accuracy. Recently, recurrent neural network (RNN), especially long short-term memory (LSTM) network, showed adv
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4541bdfb331ba003898b9399824f6975
https://doi.org/10.1155/2019/8152713
https://doi.org/10.1155/2019/8152713
Publikováno v:
Computer methods and programs in biomedicine. 208
Background: Noninvasive ventilation (NIV) failure is strongly associated with poor prognosis. Nowadays, plenty of mature studies have been proposed to predict early NIV failure (within 48 hours of NIV), however, the prediction for late NIV failure (a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::81fba860b02259581ce4ac4e9415404a
https://pubmed.ncbi.nlm.nih.gov/34298473
https://pubmed.ncbi.nlm.nih.gov/34298473
Autor:
Molei Yan, Sheng Jiang, Gangmin Ning, Guolong Cai, Peilun Li, Mingming Liu, Jian Zhang, Yanfei Shen
Publikováno v:
Microvascular research. 134
The hemodynamic conditions and partial pressure of oxygen in microcirculation generally indicate the status of tissue perfusion, which provides essential information for the assessment and treatment of critical diseases such as sepsis. The human tong
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7a1a05f68435872ff593980fb353ac87
https://pubmed.ncbi.nlm.nih.gov/33166577
https://pubmed.ncbi.nlm.nih.gov/33166577
Publikováno v:
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi
Aiming at the problem that the small samples of critical disease in clinic may lead to prognostic models with poor performance of overfitting, large prediction error and instability, the long short-term memory transferring algorithm (transLSTM) was p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::a26009862562209f9d21405eff86dfa0
https://pubmed.ncbi.nlm.nih.gov/32096371
https://pubmed.ncbi.nlm.nih.gov/32096371
Publikováno v:
IEEE Access, Vol 6, Pp 4641-4652 (2018)
The classification in class imbalanced data has drawn significant interest in medical application. Most existing methods are prone to categorize the samples into the majority class, resulting in bias, in particular the insufficient identification of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e8b8e9443636912936960727a84b66d5
https://ieeexplore.ieee.org/document/8246503/
https://ieeexplore.ieee.org/document/8246503/
Publikováno v:
Medecine sciences : M/S.
Objective: The aim of this study was to evaluate the diagnostic efficacy of serum procalcitonin (PCT), c-reactive protein (CRP) concentration and clinical pulmonary infection score(CPIS) in ventilator-associated pneumonia(VAP). Methods: Forty-nine pa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f4d7ccef74678a6c5dbfbd9c3bd4052
https://pubmed.ncbi.nlm.nih.gov/30403171
https://pubmed.ncbi.nlm.nih.gov/30403171