Lipid monitoring using non-invasive measurement technologies and machine learning: a systematic review

Key Points

• Non-invasive measurement technologies improve lipid monitoring accuracy and accessibility, aiding diagnosis.
• The review highlights several methods, including machine learning techniques, which enhance lipid assessment.
• Systematic review of various approaches underscores potential advancements in non-invasive diagnostic methods.
• Implications of improved lipid monitoring may lead to better health outcomes; further validation is required.