Advancing Prenatal Diagnosis of Placenta Accreta Spectrum Using MR T2-Weighted Radiomics Analysis: A Promising Approach for Early Detection

Motivation: Enhancing Placenta accreta spectrum (PAS) prediction through advanced MR T2WI radiomics, improving outcomes for both mothers and babies. Goal(s): Improve PAS detection, enhance prenatal care, and reduce maternal and fetal risks. Approach: Employing radiomics analysis on MR T2-weighted imaging, we establish a predictive model for PAS, augmenting prenatal diagnosis. Results: The radiomics model exhibited exceptional accuracy and reliability, showcasing its potential for significantly enhancing PAS prediction in clinical practice. Impact: The successful implementation of this study stands to significantly enhance the early identification capacity for PAS and offer robust support for clinical decision-making. Such an achievement carries immense practical significance in addressing the potential rise in PAS cases.