Cargando…

Application of Deep Learning Technology in Predicting the Risk of Inpatient Death in Intensive Care Unit

The Intensive Care Unit (ICU) is an important unit for the rescue of critically ill patients in hospitals, and patient mortality is an important indicator to measure the level of ICU treatment. Currently, a variety of clinical scoring systems are used to evaluate the patient's condition and pre...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Ming, Chen, HuiLin, Yan, ShuYing, Xu, Xiao, Xu, HuaJuan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654556/ https://www.ncbi.nlm.nih.gov/pubmed/34900198 http://dx.doi.org/10.1155/2021/6169481

Ejemplares similares

Association of an Emergency Department–Based Intensive Care Unit With Survival and Inpatient Intensive Care Unit Admissions
por: Gunnerson, Kyle J., et al.
Publicado: (2019)

Application of Deep Learning Technology in Glioma
por: Hu, Guangdong, et al.
Publicado: (2022)

Prediction of neonatal death in pregnant women in an intensive care unit: Application of machine learning models
por: Espinola-Sánchez, Marcos, et al.
Publicado: (2023)

Using Technology to Limit the Impacts of Isolation on Youth in Inpatient Psychiatry Units
por: Hanss, Kaitlin, et al.
Publicado: (2022)

An attention based deep learning model of clinical events in the intensive care unit
por: Kaji, Deepak A., et al.
Publicado: (2019)

Retracted: Application of Deep Learning Technology in Glioma
por: Engineering, Journal of Healthcare
Publicado: (2022)

Converting an inpatient nursing unit to a pandemic-response unit: Lessons learned
por: Cooper, Adam, et al.
Publicado: (2023)

Providing Intensive Palliative Care on an Inpatient Unit: A Full-Time Job
por: Drury, Linda, et al.
Publicado: (2016)

An Application of Bayesian Approach in Modeling Risk of Death in an Intensive Care Unit
por: Wong, Rowena Syn Yin, et al.
Publicado: (2016)

Lessons Learned: The Difficulties of Incorporating Intensity Principles Into Inpatient Stroke Rehabilitation
por: Bowden, Mark G., et al.
Publicado: (2020)

Resource-rich Intensive Care Units vs. Standard Intensive Care Units on Patient Mortality: A Nationwide Inpatient Database Study
por: Ohbe, Hiroyuki, et al.
Publicado: (2021)

Intensive Care Unit death and factors influencing family satisfaction of Intensive Care Unit care
por: Salins, Naveen, et al.
Publicado: (2016)

Machine learning paradigms: advances in deep learning-based technological applications
por: Tsihrintzis, George, et al.
Publicado: (2020)

The Safety of Laparoscopic Cholecystectomy in the Day Surgery Unit Comparing with That in the Inpatient Unit: A Systematic Review and Meta-Analysis
por: Xiong, Wei, et al.
Publicado: (2020)

Rock Crack Recognition Technology Based on Deep Learning
por: Li, Jinbei, et al.
Publicado: (2023)

An Optimized Model Based on Deep Learning and Gated Recurrent Unit for COVID-19 Death Prediction
por: Tarek, Zahraa, et al.
Publicado: (2023)

Early Prediction of Hemodynamic Shock in Pediatric Intensive Care Units With Deep Learning on Thermal Videos
por: Vats, Vanshika, et al.
Publicado: (2022)

Factors associated with maternal death in an intensive care unit
por: Saintrain, Suzanne Vieira, et al.
Publicado: (2016)

Variability in criteria for death determination in the intensive care unit
por: Shemie, Jonah, et al.
Publicado: (2023)

Death Be Not Proud: A Commentary on Muslim Acceptance of Death in the Intensive Care Unit
por: Khan, Imran, et al.
Publicado: (2021)

Deep Learning Technology in Pathological Image Analysis of Breast Tissue
por: Liu, Yanan, et al.
Publicado: (2021)

Application of deep neural network and deep reinforcement learning in wireless communication
por: Li, Ming, et al.
Publicado: (2020)

The Use of Machine Learning Techniques to Predict Deep Vein Thrombosis in Rehabilitation Inpatients
por: Hou, Tingting, et al.
Publicado: (2023)

The role for autopsy in the intensive care unit: technological considerations
por: Pompilio, Carlos E
Publicado: (2010)

Immediate postoperative of bariatric surgery in the intensive care unit versus an inpatient unit. A retrospective study with 828 patients
por: Penna, Guilherme Loures de Araújo, et al.
Publicado: (2017)

Application of Deep Learning Technology in Strength Training of Football Players and Field Line Detection of Football Robots
por: Zhou, Daliang, et al.
Publicado: (2022)

How is the audit of therapy intensity influencing rehabilitation in inpatient stroke units in the UK? An ethnographic study
por: Taylor, Elizabeth, et al.
Publicado: (2018)

Measuring the quality of inpatient specialist consultation in the intensive care unit: Nursing and family experiences of communication
por: Roche, Stephanie D., et al.
Publicado: (2019)

Intensive Care Unit Occupancy in Japan, 2015–2018: A Nationwide Inpatient Database Study
por: Ohbe, Hiroyuki, et al.
Publicado: (2022)

COVID-19 Admission Rates and Changes in US Hospital Inpatient and Intensive Care Unit Occupancy
por: Meille, Giacomo, et al.
Publicado: (2023)

Exploiting Machine Learning Technologies to Study the Compound Effects of Serum Creatinine and Electrolytes on the Risk of Acute Kidney Injury in Intensive Care Units
por: Liu, Hsin-Hung, et al.
Publicado: (2023)

Analyzing protein dynamics from fluorescence intensity traces using unsupervised deep learning network
por: Yuan, Jinghe, et al.
Publicado: (2020)

Libre in Inpatient Covid Units
por: Pandya, Reeni K, et al.
Publicado: (2021)

Errors in cause-of-death statement on death certificates in intensive care unit of Kathmandu, Nepal
por: Maharjan, Leison, et al.
Publicado: (2015)

Modeling vegetation greenness and its climate sensitivity with deep‐learning technology
por: Chen, Zhiting, et al.
Publicado: (2021)

Managing death in the intensive care unit: bringing back the humanity
por: Hawryluck, Laura
Publicado: (2002)

Brain death in a neurologic intensive care unit in turkey
por: Kurtpınar, Z, et al.
Publicado: (2015)

Application of Deep Learning Algorithms to Visual Communication Courses
por: Wang, Zewen, et al.
Publicado: (2021)

Analysis of Logistics Linkage by Digital Twins Technology and Lightweight Deep Learning
por: Qiao, Liang, et al.
Publicado: (2022)

Application of Deep Learning System Technology in Identification of Women’s Breast Cancer
por: Al Fryan, Latefa Hamad, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_fje6lspk7bvrl8ka2c6smlh4cj