TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound

Twin-to-twin transfusion syndrome (TTTS) is characterized by an unbalanced blood transfer through placental abnormal vascular connections. Prenatal ultrasound (US) is the imaging technique to monitor monochorionic pregnancies and diagnose TTTS. Fetoscopic laser photocoagulation is an elective treatm...

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Veröffentlicht in:	IEEE transactions on medical imaging 2020-11, Vol.39 (11), p.3595-3606
Hauptverfasser:	Torrents-Barrena, Jordina, Piella, Gemma, Valenzuela-Alcaraz, Brenda, Gratacos, Eduard, Eixarch, Elisenda, Ceresa, Mario, Gonzalez Ballester, Miguel A.
Format:	Artikel
Sprache:	eng
Schlagworte:	3D ultrasound acoustic shadows Acoustics Fetal surgery Fetuses Generative adversarial networks Image segmentation Imaging techniques Placenta Pregnancy Scene analysis segmentation Shadows Surgery Task analysis Three dimensional flow Three-dimensional displays Transfusion twin-to-twin transfusion syndrome Twins Ultrasonic imaging Ultrasound Umbilical cord
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