Sutthirak Tangruangkiat, Napatsorn Chaiwongkot, Chayanon Pamarapa, Thanatcha Rawangwong, Araya Khunnarong, Chanyanuch Chainarong, Preeyanun Sathapanawanthana, Pantajaree Hiranrat, Ruedeerat Keerativittayayut, Witaya Sungkarat, Monchai Phonlakrai
OBJECTIVE: This study aims to develop a ResNet50-based deep learning model for focal liver lesion (FLL) classification in ultrasound images, comparing its performance with other models and prior research. METHODOLOGY: We retrospectively collected 581 ultrasound images from the Chulabhorn Hospital's HCC surveillance and screening project (2010-2018). The dataset comprised five classes: non-FLL, hepatic cyst (Cyst), hemangioma (HMG), focal fatty sparing (FFS), and hepatocellular carcinoma (HCC)...
November 22, 2023: Journal of Applied Clinical Medical Physics