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Abstract Menstrual blood (MB), a biofluid rich in diverse cell types and biomolecules, has emerged as a vital resource for investigating female reproductive health and diseases because of its unique composition and noninvasive accessibility

Notably, lignans exhibit anti-cancer activity through multiple regulatory pathways ( 3 Factors affecting the appropriate extraction methods for phenolic compounds Polyphenols comprise a broad array of chemical structures, resulting in varied chemical and physical properties ( Furthermore, extraction efficiency is highly sensitive to operational parameters such as pH, type of solvent employed, solvent-to-sample ratio, and duration of the extraction process ( 3.1 Extraction methods of phenolic compounds 3.1.1 Ultrasound-assisted extraction method Ultrasound-assisted extraction is a widely used and efficient technique for isolating phenolic compounds, offering high yields in a relatively short time ( The process relies on acoustic cavitation, wherein ultrasonic waves disrupt plant cell walls by inducing rapid expansion and contraction of solid surfaces ( Randia monantha , mango seed kernels, olive pomace, and pine needles ( Ultrasound-assisted extraction provides notable advantages for the extraction of polyphenols

Among 129 studies the prominent areas within the realm of pregnancy where AI and ML methods have seen extensive use comprise prenatal care, involving aspects such as fetal anomalies and placental functioning (73 instances)