Automatic Fetal Motion Detection from Trajectory of US Videos Based on YOLOv5 and LSTM

Author:

Turkan Musa,Urfalı Furkan Ertürk,Dandıl Emre

Publisher

Springer International Publishing

Reference45 articles.

1. Salomon, L. J., Alfirevic, Z., Berghella, V., Bilardo, C., Hernandez-Andrade, E., Johnsen, S., Kalache, K., Leung, K. Y., Malinger, G., & Munoz, H. (2011). Practice guidelines for performance of the routine mid-trimester fetal ultrasound scan. Ultrasound in Obstetrics & Gynecology, 37, 116–126.

2. Report of the UN Inter-agency Group for Child Mortality Estimation, 2020-A Neglected Tragedy The global burden of stillbirths, 2020. Accessed 30 Oct 2022. https://childmortality.org/wp-content/uploads/2020/10/UN-IGME-2020-Stillbirth-Report.pdf

3. World Birth Defects Day 2022: Global efforts to prevent birth defects and support families, 2022. Accessed 30 Oct 2022. https://www.cdc.gov/globalhealth/stories/2022/world-birth-defects-day-2022.html

4. Trends in Maternal Mortality 2000 to 2017 Estimates by WHO, UNICEF, UNFPA, World Bank Group and the United Nations Population Division, 2019. Accessed 29 Oct 2022. https://apps.who.int/iris/bitstream/handle/10665/327596/WHO-RHR-19.23-eng.pdf?sequence=13&isAllowed=y

5. Dandıl, E., Turkan, M., Urfalı, F. E., Bıyık, İ., & Korkmaz, M. (2021). Fetal movement detection and anatomical plane recognition using YOLOv5 network in ultrasound scans. Avrupa Bilim ve Teknoloji Dergisi, 26, 208–216.

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