Prediction of placenta accreta spectrum by combining deep learning and radiomics using T2WI: a multicenter study

[1] Shamshirsaz AA(2017)Multidisciplinary team learning in the management of the morbidly adherent placenta: outcome improvements overtime Am Journal Obstet Gynecol 216 612.e1-612.e5

[2] Fox KA(2018)Placenta accreta spectrum New Engl J Med 378 1529-1536

[3] Erfani H(2014)Novel MRI finding for diagnosis of invasive placenta praevia: evaluation of findings for 65 patients using clinical and histopathological correlations Eur Radiol 24 881-888

[4] Solomon CG(2018)Placenta accreta spectrum disorder trends in the context of the universal two-child policy in China and the risk of hysterectomy Int J Gynecol Obstet 140 312-318

[5] Silver RM(2018)FIGO consensus guidelines on placenta accreta spectrum disorders: Epidemiology Int J Gynecol Obstet 140 265-273

[6] Branch DW(2021)Review of MRI imaging for placenta accreta spectrum: pathophysiologic insights, imaging signs, and recent developments Placenta 104 31-39

[7] Ueno Y(2017)Placenta accreta spectrum: pathophysiology and evidence-based anatomy for prenatal ultrasound imaging Am J Obstet Gyneecol 218 75-87

[8] Kitajima K(2020)MRI of the Placenta Accreta Spectrum (PAS) Disorder: Radiomics Analysis Correlates With Surgical and Pathological Outcome J Magn Reson Imging 51 936-946

[9] Kawakami F(2019)Prenatal planning of placenta previa: diagnostic accuracy of a novel MRI-based prediction model for placenta accreta spectrum (PAS) and clinical outcome Abdominal Radiology 44 1873-1882

[10] Zeng C(2017)Conventional MRI features for predicting the clinical outcome of patients with invasive placenta Diagn Interv Radiol 23 173-583

[1] Shamshirsaz AA(2017)Multidisciplinary team learning in the management of the morbidly adherent placenta: outcome improvements overtime Am Journal Obstet Gynecol 216 612.e1-612.e5

[2] Fox KA(2018)Placenta accreta spectrum New Engl J Med 378 1529-1536

[3] Erfani H(2014)Novel MRI finding for diagnosis of invasive placenta praevia: evaluation of findings for 65 patients using clinical and histopathological correlations Eur Radiol 24 881-888

[4] Solomon CG(2018)Placenta accreta spectrum disorder trends in the context of the universal two-child policy in China and the risk of hysterectomy Int J Gynecol Obstet 140 312-318

[5] Silver RM(2018)FIGO consensus guidelines on placenta accreta spectrum disorders: Epidemiology Int J Gynecol Obstet 140 265-273

[6] Branch DW(2021)Review of MRI imaging for placenta accreta spectrum: pathophysiologic insights, imaging signs, and recent developments Placenta 104 31-39

[7] Ueno Y(2017)Placenta accreta spectrum: pathophysiology and evidence-based anatomy for prenatal ultrasound imaging Am J Obstet Gyneecol 218 75-87

[8] Kitajima K(2020)MRI of the Placenta Accreta Spectrum (PAS) Disorder: Radiomics Analysis Correlates With Surgical and Pathological Outcome J Magn Reson Imging 51 936-946

[9] Kawakami F(2019)Prenatal planning of placenta previa: diagnostic accuracy of a novel MRI-based prediction model for placenta accreta spectrum (PAS) and clinical outcome Abdominal Radiology 44 1873-1882

[10] Zeng C(2017)Conventional MRI features for predicting the clinical outcome of patients with invasive placenta Diagn Interv Radiol 23 173-583