Low-cost and convenient screening of disease using analysis of physical measurements and recordings.

ABSTRACT: In recent years, there has been substantial work in low-cost medical diagnostics based on the physical manifestations of disease. This is due to advancements in data analysis techniques and classification algorithms and the increased availability of computing power through smart devices. Smartphones and their ability to interface with simple sensors such as inertial measurement units (IMUs), microphones, piezoelectric sensors, etc., or with convenient attachments such as lenses have revolutionized the ability collect medically relevant data easily. Even if the data has relatively low resolution or signal to noise ratio, newer algorithms have made it possible to identify disease with this data. Many low-cost diagnostic tools have been created in medical fields spanning from neurology to der

SUBMITTER: Chandra J 

PROVIDER: S-EPMC11412657 | biostudies-literature | 2024 Sep

REPOSITORIES: biostudies-literature