Mingling Peng on Muck Rack

Mingling Peng

As seen in: PLOS ONE, BMJ Open
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Articles

An interpretable machine learning model for predicting in-hospital mortality in ICU patients with ventilator-associated pneumonia

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By Junying Wei, Sun Yat-sen, Mingling Peng, Heshan Cao
| PLOS ONE
Discussion In this retrospective study using a large public ICU database, a ML model was developed and validated based on clinical features, which was subsequently deployed as a web application to create an robust and clinically applicable prediction tool for assessing in-hospital mortality in VAP patients.
Open in Who Shared Issue with article?

Comparison of ultrasound-guided and traditional localisation in intraspinal anesthesia: a systematic review and network meta-analysis

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By Yinzhou Zhang, Mingling Peng, Junying Wei, Jieling Huang
| BMJ Open Verified
Materials and methods We followed the recommendations of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)4 and registered the meta-analysis and systematic review in the PROSPERO database and PROSPERO network on 28 November 2022 (registration number: CRD42022376041).
Open in Who Shared Issue with article?
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