Application of machine learning in affordable and accessible insulin management for type 1 and 2 diabetes: A comprehensive review

M Eghbali-Zarch, S Masoud - Artificial Intelligence in Medicine, 2024 - Elsevier
Proper insulin management is vital for maintaining stable blood sugar levels and preventing
complications associated with diabetes. However, the soaring costs of insulin present …

Trends in insulin types and devices used by adults with type 2 diabetes in the United States, 2016 to 2020

S Sarkar, J Heyward, GC Alexander… - JAMA Network …, 2021 - jamanetwork.com
Importance Despite rising costs and public scrutiny devoted to insulin, less is known
regarding recent trends in its ambulatory use in the United States. Objective To characterize …

Changes in racial and ethnic disparities in glucose‐lowering drug utilization and glycated haemoglobin A1c in US adults with diabetes: 2005‐2018

P Li, P Zhang, D Guan, J Guo, Y Zhang… - Diabetes, Obesity …, 2023 - Wiley Online Library
Aim To examine changes in racial and ethnic disparities in glucose‐lowering drugs (GLD)
use and glycated haemoglobin A1c in US adults with diabetes from 2005 to 2018. Methods …

Insulin's Legacy: A Century of Breakthroughs and Innovation

S Hadid, E Zhang, WH Frishman… - Cardiology in …, 2024 - journals.lww.com
The clinical use of insulin to treat diabetes started just over 100 years ago. The past century
has witnessed remarkable innovations in insulin therapy, evolving from animal organ …

Open-source 3-D printable autoinjector: Design, testing, and regulatory limitations

A Selvaraj, A Kulkarni, JM Pearce - Plos one, 2023 - journals.plos.org
Autoinjectors have become popular modern injectable medical devices used as drug
delivery systems. Due to their ease, capability and reliability compared to other conventional …

National trends in out-of-pocket costs among US adults with diabetes aged 18–64 years: 2001–2017

Y Wang, J Park, R Li, E Luman, P Zhang - Diabetes care, 2021 - Am Diabetes Assoc
OBJECTIVE To assess national trends in out-of-pocket (OOP) costs among adults aged 18–
64 years with diabetes in the US RESEARCH DESIGN AND METHODS Using data from the …

Multi-Level High-Throughput Screening for Discovery of Ligands That Inhibit Insulin Aggregation

RP Mishra, S Gupta, AS Rathore… - Molecular …, 2022 - ACS Publications
We have developed a multi-level virtual screening protocol to identify lead molecules from
the FDA inactives database that can inhibit insulin aggregation. The method is based on the …

Prescription drug coverage satisfaction, cost-reducing behavior, and medication nonadherence among Medicare beneficiaries with type 2 diabetes

Q He, CL Silverman, C Park, GF Tiu, BP Ng - Journal of Managed Care & …, 2021 - jmcp.org
BACKGROUND: Medication nonadherence in individuals with type 2 diabetes can lead to
poor glycemic control, resulting in increased risk for diabetes-related complications …

Estimates of insulin needs and dispensation given wastage, alternative glycemic targets, and non-insulin therapies in US populations with type 2 diabetes mellitus: A …

S Basu, H Shao, J Luo, K Lipska, KJ Suda… - Journal of Diabetes and …, 2021 - Elsevier
Aims Registries and health plans estimate insulin need for population health metrics. We
sought to identify how such estimates affect population-and individual-level estimates of …

[HTML][HTML] Insulin Access and Affordability in the US: Anticipating the First Interchangeable Insulin Product

J Luo, AS Kesselheim, A Sarpatwari - The lancet. Diabetes & …, 2020 - ncbi.nlm.nih.gov
The high cost of insulin has led an estimated quarter of the 7 million Americans who use the
drug to ration its use, including taking it less frequently than prescribed, injecting smaller …