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
Sign Up to like & getrecommendations! Published in 2019 at "BioMed Research International"
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
Abstract 4366254: Risk Modeling of Same-day Missed Echocardiogram Appointments Identifies Actionable Predictors for Targeted Outreach
Sign Up to like & getrecommendations! Published in 2025 at "Circulation"
DOI: 10.1161/circ.152.suppl_3.4366254
Abstract: Title: Risk Modeling of Same-day Missed Echocardiogram Appointments Identifies Actionable Predictors for Targeted Outreach Background: Same-day - missed outpatient echocardiography appointments (SD-MOEA), including no-shows and same-day cancellations, delay cardiovascular diagnosis and reduce operational efficiency. Identifying… read more here.
Keywords: targeted outreach; risk; model; day missed ... See more keywords
SPN-Based Dynamic Risk Modeling of Fire Incidents in a Smart City
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app15052701
Abstract: Smart cities are confronted with a variety of disaster threats. Among them, natural fires pose a serious threat to human lives, the environment, and asset security. In view of the fact that existing research mostly… read more here.
Keywords: spn based; risk; emergency; dynamic risk ... See more keywords
Enhancing Insurer Portfolio Resilience and Capital Efficiency with Green Bonds: A Framework Combining Dynamic R-Vine Copulas and Tail-Risk Modeling
Sign Up to like & getrecommendations! Published in 2025 at "Risks"
DOI: 10.3390/risks13090163
Abstract: This study develops an integrated risk modeling framework to assess capital adequacy and optimize portfolio performance for Thai life and non-life insurers. Leveraging ARMA–GJR–GARCH models with skewed Student-t innovations, extreme value theory, and dynamic R-vine… read more here.
Keywords: green bonds; portfolio; risk; capital ... See more keywords