Detecting Minor Symptoms of Parkinson's Disease in the Wild Using Bi-LSTM with Attention Mechanism. - Vasileios Skaramagkas; Iro Boura; Cleanthi Spanaki; Emilia Michou; Georgios Karamanis; Zinovia Kefalopoulou; Manolis Tsiknakis (Sensors, 2023)

Dual stream transformer for medication state classification in Parkinson's disease patients using facial videos. - Vasileios Skaramagkas; Iro Boura; Georgios Karamanis; Ioannis Kyprakis; Dimitrios I. Fotiadis; Zinovia Kefalopoulou; Cleanthe Spanaki; Manolis Tsiknakis (npj Digit. Medicine, 2025)

A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos. - Ioannis Kyprakis; Vasileios Skaramagkas; Iro Boura; Georgios Karamanis; Dimitrios I. Fotiadis; Zinovia Kefalopoulou; Cleanthe Spanaki; Manolis Tsiknakis (CoRR, 2025)