A survey and benchmarking study of multitreatment uplift modeling
Uplift modeling is an instrument used to estimate the change in outcome due to a treatment
at the individual entity level. Uplift models assist decision-makers in optimally allocating …
at the individual entity level. Uplift models assist decision-makers in optimally allocating …
How new technology is improving physical therapy
Abstract Purpose of Review As rehabilitation patient volume across the age spectrum
increases and reimbursement rates decrease, clinicians are forced to produce favorable …
increases and reimbursement rates decrease, clinicians are forced to produce favorable …
[HTML][HTML] Uplift Modeling for preventing student dropout in higher education
Uplift modeling is an approach for estimating the incremental effect of an action or treatment
at the individual level. It has gained attention in the marketing and analytics communities …
at the individual level. It has gained attention in the marketing and analytics communities …
Managing churn to maximize profits
Customer defection threatens many industries, prompting companies to deploy targeted,
proactive customer retention programs and offers. A conventional approach has been to …
proactive customer retention programs and offers. A conventional approach has been to …
Intelligent request strategy design in recommender system
Waterfall Recommender System (RS), a popular form of RS in mobile applications, is a
stream of recommended items consisting of successive pages that can be browsed by …
stream of recommended items consisting of successive pages that can be browsed by …
YM500v3: a database for small RNA sequencing in human cancer research
We previously presented the YM500 database, which contains> 8000 small RNA
sequencing (smRNA-seq) data sets and integrated analysis results for various cancer …
sequencing (smRNA-seq) data sets and integrated analysis results for various cancer …
Person-centered care and physical therapy: a “people-like-me” approach
AJ Kittelson, TJ Hoogeboom, M Schenkman… - Physical …, 2020 - academic.oup.com
In health care,“person centeredness” is a valued (though nebulous) concept. In physical
therapy, clinical interactions often strive to be person-centered, for example, by focusing on …
therapy, clinical interactions often strive to be person-centered, for example, by focusing on …
A decision support framework to implement optimal personalized marketing interventions
L Guelman, M Guillén, AM Pérez-Marín - Decision Support Systems, 2015 - Elsevier
In many important settings, subjects can show significant heterogeneity in response to a
stimulus or “treatment.” For instance, a treatment that works for the overall population might …
stimulus or “treatment.” For instance, a treatment that works for the overall population might …
Impact of personalized outcomes forecasts on clinical reasoning of physical therapists in intermittent claudication: a vignette study
A Sinnige, JAW Teijink, S Spruijt, AJ Kittelson… - Physical …, 2022 - academic.oup.com
Objective Guidelines recommend supervised exercise therapy and lifestyle counseling by a
physical therapist as initial treatment for patients with intermittent claudication. However …
physical therapist as initial treatment for patients with intermittent claudication. However …
Stochastic intervention for causal effect estimation
Causal inference methods are widely applied in various decision-making domains such as
precision medicine, optimal policy and economics. Central to these applications is the …
precision medicine, optimal policy and economics. Central to these applications is the …