Attention-enhanced dilated convolution for Parkinson’s disease detection using transcranial sonography - Chen, Shuang; Shi, Yuting; Wan, Linlin; Liu, Jing; Wan, Yongyan; Jiang, Hong; Qiu, Rong (Biomedical engineering online, 2024)
Keywords: Accuracy; Algorithms; Analysis; Attention mechanisms; Biomaterials; Biomedical Engineering and Bioengineering; Biomedical Engineering/Biotechnology; Biotechnology; Care and treatment; Computer-aided diagnosis; Datasets; Deep Learning; Diagnosis; Disease detection; Engineering; Feature extraction; Health aspects; Humans; Image enhancement; Image processing; Image Processing, Computer-Assisted - methods; Learning algorithms; Machine learning; Medical diagnosis; Medical imaging; Methods; Modules; Movement disorders; Neural networks; Neurodegenerative diseases; Neuroimaging; Noise; Parkinson Disease - diagnostic imaging; Parkinson's disease; Performance evaluation; Quality of life; Research methodology; Transcranial sonography; Ultrasonic imaging; Ultrasonography, Doppler, Transcranial - methods; China; Deep learning; Attention mechanisms; Transcranial sonography; Parkinson’s disease; Computer-aided diagnosis; Movement disorders