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Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson’s disease

Muhammad Junaid, Sajid Ali, Fatma Eid, Shaker El–Sappagh, Tamer Abuhmed

2023Computer Methods and Programs in Biomedicine95 citationsDOI

Topics & Concepts

Artificial intelligenceMachine learningComputer scienceRandom forestModalitiesFeature selectionSupport vector machineGradient boostingSociologySocial scienceVoice and Speech DisordersParkinson's Disease Mechanisms and TreatmentsMachine Learning in Healthcare
Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson’s disease | Litcius