AIMC Topic: Placenta Diseases

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Editorial for "A Deep Learning Pipeline Using Prior Knowledge for Automatic Evaluation of Placenta Accreta Spectrum Disorders With MRI".

Journal of magnetic resonance imaging : JMRI Nov 28, 2023
Humans Retrospective Studies Pregnancy Female Deep Learning Magnetic Resonance Imaging Placenta Prenatal Diagnosis Placenta Accreta Placenta Diseases
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Prenatal Diagnosis of Placenta Accreta Spectrum Disorders: Deep Learning Radiomics of Pelvic MRI.

Journal of magnetic resonance imaging : JMRI May 24, 2023
BACKGROUND: Diagnostic performance of placenta accreta spectrum (PAS) by prenatal MRI is unsatisfactory. Deep learning radiomics (DLR) has the potential to quantify the MRI features of PAS.
Humans Retrospective Studies Pregnancy Female Adult Radiomics Deep Learning Magnetic Resonance Imaging Prenatal Diagnosis Placenta Accreta Placenta Diseases
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Machine Learning Assessment of Gestational Age in Accelerated Maturation, Delayed Maturation, Villous Edema, Chorangiosis, and Intrauterine Fetal Demise.

Archives of pathology & laboratory medicine Jun 1, 2025
CONTEXT.—: Assessment of placental villous maturation is among the most common tasks in perinatal pathology. However, the significance of abnormalities in morphology is unclear and interobserver variability is significant.
Humans Machine Learning Pregnancy Female Placenta Gestational Age Edema Placenta Diseases Chorionic Villi Fetal Death
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