Literature DB >> 29542348

The Promise and Perils of Wearable Physiological Sensors for Diabetes Management.

Frank L Schwartz1,2, Cynthia R Marling2,3, Razvan C Bunescu2,3.   

Abstract

Development of truly useful wearable physiologic monitoring devices for use in diabetes management is still in its infancy. From wearable activity monitors such as fitness trackers and smart watches to contact lenses measuring glucose levels in tears, we are just at the threshold of their coming use in medicine. Ultimately, such devices could help to improve the performance of sense-and-respond insulin pumps, illuminate the impact of physical activity on blood glucose levels, and improve patient safety. This is a summary of our experience attempting to use such devices to enhance continuous glucose monitoring-augmented insulin pump therapy. We discuss the current status and present difficulties with available devices, and review the potential for future use.

Entities:  

Keywords:  diabetes management; fitness trackers; physiological sensors; wearables

Mesh:

Year:  2018        PMID: 29542348      PMCID: PMC6154251          DOI: 10.1177/1932296818763228

Source DB:  PubMed          Journal:  J Diabetes Sci Technol        ISSN: 1932-2968


  10 in total

1.  Long short-term memory.

Authors:  S Hochreiter; J Schmidhuber
Journal:  Neural Comput       Date:  1997-11-15       Impact factor: 2.026

2.  Time lag of glucose from intravascular to interstitial compartment in type 1 diabetes.

Authors:  Ananda Basu; Simmi Dube; Sona Veettil; Michael Slama; Yogish C Kudva; Thomas Peyser; Rickey E Carter; Claudio Cobelli; Rita Basu
Journal:  J Diabetes Sci Technol       Date:  2014-10-10

3.  Evaluating the automated blood glucose pattern detection and case-retrieval modules of the 4 Diabetes Support System.

Authors:  Frank L Schwartz; Stanley J Vernier; Jay H Shubrook; Cynthia R Marling
Journal:  J Diabetes Sci Technol       Date:  2010-11-01

4.  The impact of accelerometer use in exercise-associated hypoglycemia prevention in type 1 diabetes.

Authors:  Matthew Stenerson; Fraser Cameron; Shelby R Payne; Sydney L Payne; Trang T Ly; Darrell M Wilson; Bruce A Buckingham
Journal:  J Diabetes Sci Technol       Date:  2014-09-17

5.  A prototype of a new noninvasive device to detect nocturnal hypoglycemia in adolescents with type 1 diabetes--a pilot study.

Authors:  Amir Schechter; Ori Eyal; Nehama Zuckerman-Levin; Vered Amihai-Ben-Yaacov; Naomi Weintrob; Naim Shehadeh
Journal:  Diabetes Technol Ther       Date:  2012-06-12       Impact factor: 6.118

6.  Using LSTMs to learn physiological models of blood glucose behavior.

Authors:  Sadegh Mirshekarian; Razvan Bunescu; Cindy Marling; Frank Schwartz
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2017-07

7.  Adding heart rate signal to a control-to-range artificial pancreas system improves the protection against hypoglycemia during exercise in type 1 diabetes.

Authors:  Marc D Breton; Sue A Brown; Colleen Hughes Karvetski; Laura Kollar; Katarina A Topchyan; Stacey M Anderson; Boris P Kovatchev
Journal:  Diabetes Technol Ther       Date:  2014-04-04       Impact factor: 6.118

8.  Assessing the effectiveness of a 3-month day-and-night home closed-loop control combined with pump suspend feature compared with sensor-augmented pump therapy in youths and adults with suboptimally controlled type 1 diabetes: a randomised parallel study protocol.

Authors:  Lia Bally; Hood Thabit; Martin Tauschmann; Janet M Allen; Sara Hartnell; Malgorzata E Wilinska; Jane Exall; Viki Huegel; Judy Sibayan; Sarah Borgman; Peiyao Cheng; Maxine Blackburn; Julia Lawton; Daniela Elleri; Lalantha Leelarathna; Carlo L Acerini; Fiona Campbell; Viral N Shah; Amy Criego; Mark L Evans; David B Dunger; Craig Kollman; Richard M Bergenstal; Roman Hovorka
Journal:  BMJ Open       Date:  2017-07-13       Impact factor: 2.692

Review 9.  Recommendations for Using Real-Time Continuous Glucose Monitoring (rtCGM) Data for Insulin Adjustments in Type 1 Diabetes.

Authors:  Jeremy Pettus; Steven V Edelman
Journal:  J Diabetes Sci Technol       Date:  2016-08-20

Review 10.  Sensor Monitoring of Physical Activity to Improve Glucose Management in Diabetic Patients: A Review.

Authors:  Sandrine Ding; Michael Schumacher
Journal:  Sensors (Basel)       Date:  2016-04-23       Impact factor: 3.576

  10 in total
  3 in total

Review 1.  Exercise and Self-Management in Adults with Type 1 Diabetes.

Authors:  Margaret McCarthy; Jeniece Ilkowitz; Yaguang Zheng; Victoria Vaughan Dickson
Journal:  Curr Cardiol Rep       Date:  2022-05-07       Impact factor: 3.955

Review 2.  Overview of Artificial Intelligence-Driven Wearable Devices for Diabetes: Scoping Review.

Authors:  Arfan Ahmed; Sarah Aziz; Alaa Abd-Alrazaq; Faisal Farooq; Javaid Sheikh
Journal:  J Med Internet Res       Date:  2022-08-09       Impact factor: 7.076

3.  Investigating the prevalence of diabetic complications in overweight/obese patients: a study in a tertiary hospital in Malaysia.

Authors:  Shazwani Shaharuddin; Shobna Thuraisingam; Noorul Aimi Daud; Sarah Diyana Shafie; Sunanthiny Krishnan; Chia Siang Kow; Jamuna Rani Appalasamy; Dinesh Sangarran Ramachandram
Journal:  Int J Diabetes Dev Ctries       Date:  2022-09-30
  3 in total

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