Comparison of machine learning models based on multi-parametric magnetic resonance imaging and ultrasound videos for the prediction of prostate cancer
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2023.1157949
Abstract: Objective To establish machine learning (ML) prediction models for prostate cancer (PCa) using transrectal ultrasound videos and multi-parametric magnetic resonance imaging (mpMRI) and compare their diagnostic performance. Materials and methods We systematically collated the data… read more here.
Keywords: machine; adc; machine learning; bus ... See more keywords
Image Segmentation of the Ventricular Septum in Fetal Cardiac Ultrasound Videos Based on Deep Learning Using Time-Series Information
Sign Up to like & getrecommendations! Published in 2020 at "Biomolecules"
DOI: 10.3390/biom10111526
Abstract: Image segmentation is the pixel-by-pixel detection of objects, which is the most challenging but informative in the fundamental tasks of machine learning including image classification and object detection. Pixel-by-pixel segmentation is required to apply machine… read more here.
Keywords: ventricular septum; segmentation; ultrasound videos; fetal cardiac ... See more keywords