Research graph
References from Testing machine learning algorithms to evaluate fluctuating and cognitive profiles in Parkinson’s disease by motion sensors and EEG data. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1016/s1474-4422(21)00030-2
10.1016/s1474-4422(21)00030-2 · External reference
Gait impairments in Parkinson's disease
10.1016/s1474-4422(19)30044-4 · 2019 · External reference
Parkinson disease-associated cognitive impairment
10.1038/s41572-021-00280-3 · 2021 · External reference
10.1002/mds.26424
10.1002/mds.26424 · External reference
10.1002/mds.26712
10.1002/mds.26712 · External reference
Dopamine overdose hypothesis: evidence and clinical implications
10.1002/mds.25687 · 2013 · External reference
Technology-Based Objective Measures Detect Subclinical Axial Signs in Untreated, de novo Parkinson's Disease
2020 · External reference
Turning and Sitting in Early Parkinsonism: Differences Between Idiopathic Normal Pressure Hydrocephalus Associated with Parkinsonism and Parkinson's Disease
10.1002/mdc3.13638 · 2022 · External reference
l-DOPA and Freezing of Gait in Parkinson's Disease: Objective Assessment through a Wearable Wireless System
10.3389/fneur.2017.00406 · 2017 · External reference
Electrocortical networks in Parkinson's disease patients with Mild Cognitive Impairment. The PaCoS study
10.1016/j.parkreldis.2019.03.027 · 2019 · External reference
EEG-based functional connectivity and executive control in patients with Parkinson's disease and freezing of gait
10.1016/j.clinph.2022.01.128 · 2022 · External reference
Technology-Based Objective Measures Detect Sub-clinical Axial Signs in Untreated, de novo Parkinson’s Disease
2020 · External reference
Machine Learning and Wearable Sen- sors for the Early Detection of Balance Disorders in Parkinson’s Disease
10.3390/s22249903 · 2022 · External reference
Machine Learning Approach to Support the Detection of Parkinson’s Disease in IMU-Based Gait Analysis
10.3390/s22103700 · 2022 · External reference
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review
10.1016/j.eswa.2023.120541 · 2023 · External reference
Dopaminergic and non-dopaminergic gait components assessed by instrumented timed up and go test in Parkinson’s disease
10.1007/s00702-017-1794-8 · 2017 · External reference
Clinical- Instrumental patterns of neurodegeneration in Essential Tremor: A data-driven approach
10.1016/j.parkreldis.2021.05.011 · 2021 · External reference
Electroen- cephalographic lateralization, clinical correlates and pharmacological response in untreated Parkinson’s disease
10.1016/j.parkreldis.2015.06.006 · 2015 · External reference
Complexity of electrocortical activity as potential biomarker in untreated Parkinson’s disease
10.1007/s00702-018-1961-6 · 2019 · External reference
10.1002/mds.23429
10.1002/mds.23429 · External reference
Diagnostic criteria for mild cognitive impairment in Parkinson’s disease: movement Disorder Society Task Force guidelines
10.1002/mds.24893 · 2012 · External reference
10.1523/jneurosci.21-04-01370.2001
10.1523/jneurosci.21-04-01370.2001 · External reference
10.1002/hbm.23730
10.1002/hbm.23730 · External reference
10.1016/j.neuroimage.2020.116893
10.1016/j.neuroimage.2020.116893 · External reference
Machine learning for large-scale wearable sensor data in Parkinson’s disease: Concepts, promises, pitfalls, and futures
10.1002/mds.26693 · 2016 · External reference
Optimizing clinical assess- ments in Parkinson’s disease through the use of wearable sensors and data driven modeling
10.3389/fncom.2018.00072 · 2018 · External reference
Co-evolution of machine learning and digital technologies to improve monitoring of Parkinson’s disease motor symptoms
10.1038/s41746-022-00568-y · 2022 · External reference
Boosting inertial-based human activity recognition with transformers
10.1109/access.2021.3070646 · 2021 · External reference
A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning
10.1016/j.neunet.2024.106159 · 2024 · External reference
