A Global Flood Risk Modeling Framework Built With Climate Models and Machine Learning
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Advances in Modeling Earth Systems"
DOI: 10.1029/2020ms002221
Abstract: Large scale flood risk analyses are fundamental to many applications requiring national or international overviews of flood risk. While large‐scale climate patterns such as teleconnections and climate change become important at this scale, it remains… read more here.
Keywords: flood risk; risk modeling; risk; flood ... See more keywords
Estimating individualized treatment effects using a risk-modeling approach: an application to epidural steroid injections for lumbar spinal stenosis.
Sign Up to like & getrecommendations! Published in 2022 at "Pain"
DOI: 10.1097/j.pain.0000000000002768
Abstract: ABSTRACT Conventional "1-variable-at-a-time" analyses to identify treatment effect modifiers are often underpowered and prone to false positive results. This study used a "risk-modeling" approach guided by the Predictive Approaches to Treatment effect Heterogeneity (PATH) Statement… read more here.
Keywords: treatment effect; risk; treatment; modeling approach ... See more keywords
Machine Learning Readmission Risk Modeling: A Pediatric Case Study
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DOI: 10.1155/2019/8532892
Abstract: Background Hospital readmission prediction in pediatric hospitals has received little attention. Studies have focused on the readmission frequency analysis stratified by disease and demographic/geographic characteristics but there are no predictive modeling approaches, which may be… read more here.
Keywords: risk modeling; machine learning; readmission; learning readmission ... See more keywords