A Multitask Approach for Automated Detection and Segmentation of Thyroid Nodules in Ultrasound Images.

Ashwath RadhachandranAdam KinzelJoseph ChenVivek SantMaitraya PatelRinat MasamedCorey W Arnold William F Speier

Published in: medRxiv : the preprint server for health sciences (2023)

The proposed architecture is an automated multitask method that can both detect and segment nodules in ultrasound. Performance on the EV datasets demonstrates generalizability of the model.

Keyphrases

deep learning
convolutional neural network
magnetic resonance imaging
machine learning
contrast enhanced ultrasound
ultrasound guided
high throughput
rna seq
label free
real time pcr