Litcius/Paper detail

A deep 1-D CNN learning approach with data augmentation for classification of Parkinson’s disease and scans without evidence of dopamine deficit (SWEDD)

Nikita Aggarwal, Barjinder Singh Saini, Savita Gupta

2024Biomedical Signal Processing and Control14 citationsDOI

Topics & Concepts

Convolutional neural networkParkinson's diseaseArtificial intelligenceBinary classificationPattern recognition (psychology)Computer scienceFeature engineeringDeep learningMedicineDiseasePathologySupport vector machineParkinson's Disease Mechanisms and TreatmentsVoice and Speech DisordersNeurological disorders and treatments
A deep 1-D CNN learning approach with data augmentation for classification of Parkinson’s disease and scans without evidence of dopamine deficit (SWEDD) | Litcius