UltrasonicsBone DensityNeural NetworksComputerHumansUltrasonography
Evaluating bone density with ultrasonic backscatter: Leveraging time-frequency analyses and convolutional neural networks.
Hugh E Ferguson, Carl D Herickhoff, Ann M Viano, Brent K Hoffmeister
Published: 202610.1016/j.ultras.2025.107845
Abstract
Osteoporosis is a disease characterized by decreased bone density and increased fracture risk. This study proposes a convolutional neural network (CNN) method for detecting changes in bone density using spectrograms or scalograms generated from ultra…
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