Federated Deep Learning for the Diagnosis of Cerebellar Ataxia: Privacy Preservation and Auto-Crafted Feature Extractor

• मुख्य लेखकों: Thang Ngo (लेखक), Dinh C. Nguyen (लेखक), Pubudu N. Pathirana (लेखक), Louise A. Corben (लेखक), Martin B. Delatycki (लेखक), Malcolm Horne (लेखक), David J. Szmulewicz (लेखक), Melissa Roberts (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: IEEE, 2022-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Cerebellar ataxia (CA) is concerned with the incoordination of movement caused by cerebellar dysfunction. Movements of the eyes, speech, trunk, and limbs are affected. Conventional machine learning approaches utilizing centralised databases have been used to objectively diagnose and quantify the sev...