Contextual personalized closed-loop adjustment methods and systems

B Jiang, Y Zhong, P Agrawal - US Patent 11,241,537, 2022 - Google Patents
Infusion devices, systems and related methods of autono mously delivering fluid to a patient
are disclosed. One method involves monitoring a current operational context during …

Insulin therapy determination

B Jiang, Y Zhong, PJ Agrawal… - US Patent App. 17 …, 2022 - Google Patents
BACKGROUND [0002] A patient with diabetes typically receives insulin from an insulin
delivery device (eg, a pump or injection device) to control the glucose level in his or her …

Determination of adjustments to fluid delivery settings

B Grosman, D Wu, LJ Lintereur, A Roy… - US Patent …, 2024 - Google Patents
Disclosed herein are techniques related to automatically adjusting at least one parameter of
an insulin delivery controller of an insulin delivery device to regulate delivery of insulin to a …

Visualizing outcomes of applying recommended insulin therapy settings, and related systems and devices

BL Salmon, KC Choi, B Mazlish… - US Patent App. 17 …, 2022 - Google Patents
Visualization of change of quality of glucose control is discussed, as well as systems,
methods and devices for performing the same. In one or more examples, graphical …

Contextual adjustment of control parameters

B Jiang, Y Zhong, PJ Agrawal - US Patent App. 17/646,598, 2022 - Google Patents
US20220118181A1 - Contextual adjustment of control parameters - Google Patents
US20220118181A1 - Contextual adjustment of control parameters - Google Patents …

Virtually monitoring glucose levels in a patient using machine learning and digital twin technology

F Hadley, J Wilson, TCY Poon… - US Patent App. 17 …, 2022 - Google Patents
(57) ABSTRACT A patient health management platform implements a machine learned
metabolic model to generate a prediction of a patient's glucose level. The platform …

Personalized closed loop optimization systems and methods

D Wu, B Grosman, LJ Lintereur, A Roy… - US Patent …, 2024 - Google Patents
A medical device system and related methods of automatically adjusting control parameters
of a medical device are disclosed. One method involves obtaining data pertaining to a …

Digital twin for predicting performance outcomes

DP Nicolella, KJ Saylor, MJ Libardoni - US Patent 11,721,437, 2023 - Google Patents
A method of generating a digital twin and of using the digital twin to predict activity of an
animate subject. The digital twin is generated from at least system model data and …