公开(公告)号：US20240407734A1

公开(公告)日：2024-12-12

申请号：US18737588

申请日：2024-06-07

Applicant: Dexcom, Inc.

Inventor： Jee Hye PARK ,  Spencer Troy FRANK ,  David A. PRICE ,  Charles R. STROYECK ,  Arunachalam PANCH SANTHANAM ,  Joseph J. BAKER ,  Peter C. SIMPSON ,  Kazanna C. HAMES ,  Qi AN ,  Abdulrahman JBAILY ,  Justin Yi-Kai LEE ,  Stephanie Grace MOORE

IPC: A61B5/00 ,  A61B5/145 ,  G16H50/20

Abstract: A method for predicting disease is provided. The method includes generating biased analyte data by adding analyte sensor bias to historical analyte data, associating the biased analyte data with clinical disease diagnoses associated with the historical analyte data, and extracting features from the biased analyte data. The method further includes, for each model of a number of models, generating disease predictions based on different combinations of the features extracted from the biased analyte data, and evaluating the disease predictions based on the clinical disease diagnoses associated with the biased analyte data. The method further includes selecting a model and a combination of features based on a performance metric and a robustness metric.

公开(公告)号：US20220255637A1

公开(公告)日：2022-08-11

申请号：US17649925

申请日：2022-02-03

Applicant: Dexcom, Inc.

Inventor： Daud Abd al-Malik ZOSS ,  Barry Nicholas SOLOMON ,  Cagri YALCIN ,  Carl E. HOFFMEIER ,  Hanna LIN ,  John Michael GRAY ,  Joseph J. BAKER ,  Justin E. CUZENS ,  Lorenzo Gorospe SUBIDO ,  Michael A. PLOOF ,  Neel Narayan SHAH ,  Peter C. SIMPSON ,  Ritwik GHOSH

IPC: H04B13/00 ,  A61B5/145 ,  H04W4/38 ,  H04W4/80

Abstract: Certain embodiments herein relate to a physiological parameter monitoring system. The system may include a sensor and sensor electronics connectable to the sensor. The system may also include a transmitter operably connected to the sensor electronics, the transmitter having or being configured to have at least a portion thereof positioned at a first location adjacent to and/or in contact with an external surface of a body of a host during a sensor session, the transmitter further configured to wirelessly transmit sensor information using human body communication. The system may further include a first display device comprising a display and a receiver, the receiver having or being configured to have at least a portion thereof positioned at a second location adjacent to and/or in contact with the external surface of the body during the sensor session, the receiver further configured to receive sensor information from the transmitter using human body communication.