Evolutionary Techniques on Fetal Head Segmentation

Prerna Bhalla; Ramesh K. Sunkaria; Anterpreet Bedi

Evolutionary Techniques on Fetal Head Segmentation

Authors

Prerna Bhalla

Department of Electronics and Communication Engineering Dr. B. R. Ambedkar National Institute of Technology Jalandhar, India

Ramesh K. Sunkaria

Department of Electronics and Communication Engineering Dr. B. R. Ambedkar National Institute Of Technology Jalandhar, INDIA

Anterpreet Bedi

Department of Electronics and Communication Engineering Dr. B. R. Ambedkar National Institute Of Technology Jalandhar, INDIA

DOI: https://doi.org/10.21467/proceedings.114.18

Synopsis

In Obstetrics, Ultrasound is used to access fetus growth which can be measured by Head Circumference. Accurate segmentation of fetal head is important for calculating Head Circumference. As Deep Learning is gaining popularity because of its state of the art performance, the various Deep Learning techniques for the segmentation of fetal skull are discussed in this article.