US 11,752,053 B2
Predicting and preventing caregiver musculoskeletal injuries
Douglas S. McNair, Seattle, WA (US)
Assigned to Cerner Innovation, Inc., Kansas City, KS (US)
Filed by CERNER INNOVATION, INC., North Kansas City, MO (US)
Filed on Aug. 19, 2022, as Appl. No. 17/891,681.
Application 17/891,681 is a continuation of application No. 15/824,765, filed on Nov. 28, 2017, granted, now 11,452,652.
Claims priority of provisional application 62/427,087, filed on Nov. 28, 2016.
Prior Publication US 2022/0387236 A1, Dec. 8, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. A61G 7/00 (2006.01); A61G 7/10 (2006.01); G06Q 50/22 (2018.01); A61B 5/00 (2006.01); G16H 50/70 (2018.01)
CPC A61G 7/10 (2013.01) [G06Q 50/22 (2013.01); A61B 5/7275 (2013.01); A61B 5/746 (2013.01); A61B 5/7465 (2013.01); A61G 7/001 (2013.01); G16H 50/70 (2018.01)] 20 Claims
OG exemplary drawing
 
20. A computerized method for providing a transferring, lifting, and/or repositioning (TLR) option for a particular context to a user device having a user interface, the method comprising:
receiving raw count TLR usage information and context attributes associated with the TLR usage information;
determining one or more regression models by performing model-based recursive partitioning on the context attributes, each model having a set of model coefficients;
for each model of the one or more regression models, determining a statistical significance for the set of model coefficients;
based at least on the statistical significance for each of the one or more regression models, determining a model from the one or more regression models to be utilized in a decision-support application for determining an optimal TLR modality option for the particular context;
utilizing the decision-support application for determining the optimal TLR modality option for the particular context; and
providing to a computing device having the user interface the optimal TLR modality option, wherein the computing device is associated with the decision-support application.