Real-Time Automatic Assisted Detection of Uterine Fibroid in Ultrasound Images Using a Deep Learning Detector

Uterine smooth muscle hyperplasia causes a tumor called a uterine fibroid. With an incidence of up to 30%, it is one of the most prevalent tumors in women and has the third highest prevalence of all gynecological illnesses. Although uterine fibroids are usually not accompanied by symptoms, there are...

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Veröffentlicht in:	Ultrasound in medicine & biology 2023-07, Vol.49 (7), p.1616-1626
Hauptverfasser:	Yang, Tiantian, Yuan, Linlin, Li, Ping, Liu, Peizhong
Format:	Artikel
Sprache:	eng
Schlagworte:	Convolutional neural network Deep Learning EfficientNet Female Humans Improved YOLOv3 Leiomyoma - diagnostic imaging Leiomyoma - surgery Neural Networks, Computer Object detection Ultrasonography Uterine fibroid ultrasound images Uterine Neoplasms - surgery Uterus
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