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Cited by 5 publications
(9 citation statements)
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“…At present, scholars have an increasing enthusiasm for utilizing supervised ML to predict the occurrence of infection, including iatrogenic and non-iatrogenic (21,(25)(26)(27)(28)(29)(30)(31)(32)(33). Nonetheless, the study that forecasts the risk of LDRM in an early stage before the clinical diagnosis is limited, although we have proposed a prediction model using the traditional logistic regression algorithm (19). To search for potential ML models and improve the prediction accuracy, we used three prevalent ML algorithms to establish the LDRM prediction models in this research.…”
Section: Discussionmentioning
confidence: 99%
See 3 more Smart Citations
“…At present, scholars have an increasing enthusiasm for utilizing supervised ML to predict the occurrence of infection, including iatrogenic and non-iatrogenic (21,(25)(26)(27)(28)(29)(30)(31)(32)(33). Nonetheless, the study that forecasts the risk of LDRM in an early stage before the clinical diagnosis is limited, although we have proposed a prediction model using the traditional logistic regression algorithm (19). To search for potential ML models and improve the prediction accuracy, we used three prevalent ML algorithms to establish the LDRM prediction models in this research.…”
Section: Discussionmentioning
confidence: 99%
“…We used a cohort of 273 eligible cases, as described in our previous report ( 19 ). All the enrolled patients received LD treatment during a research period from January 2012 to December 2018 in the Chengdu Fifth People's Hospital (Chengdu, China).…”
Section: Methodsmentioning
confidence: 99%
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“…Nomograms are helpful and readily available models that can be scored by integrating significant risk factors, which is convenient for clinicians to predict prognosis and individual treatment plans in numerous diseases [ 13 , 14 ]. Some studies have used nomograms to predict the incidence and mortality of meningitis [ 15 , 16 ]. However, to our knowledge, no studies use nomograms to predict the occurrence of paradoxical CM-IRIS in HIV-infected patients.…”
Section: Introductionmentioning
confidence: 99%