Automated prediction of early spontaneous miscarriage based on the analyzing ultrasonographic gestational sac imaging by the convolutional neural network: a case-control and cohort study

[1] Orvieto R(2000)Outcome of pregnancies derived from assisted reproductive technologies: IVF versus ICSI J Assist Reprod Genet 17 385-387

[2] Ben-Rafael Z(2007)Risk factors for first trimester miscarriage--results from a UK-population-based case-control study BJOG 114 170-186

[3] Ashkenazi J(1988)Incidence of early loss of pregnancy N Engl J Med 319 189-194

[4] Yoeli R(2015)Prediction of subsequent miscarriage risk in women who present with a viable pregnancy at the first early pregnancy scan Aust N Z J Obstet Gynaecol 55 464-472

[5] Messing B(2020)Prediction of pregnancy loss by early first trimester ultrasound characteristics Am J Obstet Gynecol 223 242 e241-242 e222

[6] Perri T(2018)The psychological impact of early pregnancy loss Hum Reprod Update 24 731-749

[7] Maconochie N(2020)Posttraumatic stress, anxiety and depression following miscarriage and ectopic pregnancy: a multicenter, prospective, cohort study Am J Obstet Gynecol 222 367 e361-367 e322

[8] Doyle P(2002)Gestational sac diameter in very early pregnancy as a predictor of fetal outcome Ultrasound Obstet Gynecol 20 267-269

[9] Prior S(2019)First-trimester ultrasound features associated with subsequent miscarriage: a prospective study Aust N Z J Obstet Gynaecol 59 641-648

[10] Simmons R(1994)Predicting first-trimester spontaneous abortion. Ratio of mean sac diameter to crown-rump length compared to embryonic heart rate J Reprod Med 39 459-462

[1] Orvieto R(2000)Outcome of pregnancies derived from assisted reproductive technologies: IVF versus ICSI J Assist Reprod Genet 17 385-387

[2] Ben-Rafael Z(2007)Risk factors for first trimester miscarriage--results from a UK-population-based case-control study BJOG 114 170-186

[3] Ashkenazi J(1988)Incidence of early loss of pregnancy N Engl J Med 319 189-194

[4] Yoeli R(2015)Prediction of subsequent miscarriage risk in women who present with a viable pregnancy at the first early pregnancy scan Aust N Z J Obstet Gynaecol 55 464-472

[5] Messing B(2020)Prediction of pregnancy loss by early first trimester ultrasound characteristics Am J Obstet Gynecol 223 242 e241-242 e222

[6] Perri T(2018)The psychological impact of early pregnancy loss Hum Reprod Update 24 731-749

[7] Maconochie N(2020)Posttraumatic stress, anxiety and depression following miscarriage and ectopic pregnancy: a multicenter, prospective, cohort study Am J Obstet Gynecol 222 367 e361-367 e322

[8] Doyle P(2002)Gestational sac diameter in very early pregnancy as a predictor of fetal outcome Ultrasound Obstet Gynecol 20 267-269

[9] Prior S(2019)First-trimester ultrasound features associated with subsequent miscarriage: a prospective study Aust N Z J Obstet Gynaecol 59 641-648

[10] Simmons R(1994)Predicting first-trimester spontaneous abortion. Ratio of mean sac diameter to crown-rump length compared to embryonic heart rate J Reprod Med 39 459-462