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

• Asıl Yazarlar: Thang Ngo (Yazar), Dinh C. Nguyen (Yazar), Pubudu N. Pathirana (Yazar), Louise A. Corben (Yazar), Martin B. Delatycki (Yazar), Malcolm Horne (Yazar), David J. Szmulewicz (Yazar), Melissa Roberts (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: IEEE, 2022-01-01T00:00:00Z.
• Konular: article
• Online Erişim: 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...