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Early diagnosis of Parkinson’s disease
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Prodromal Parkinson disease subtypes — key to understanding heterogeneity
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Effect of Intrinsic Tannins on the Fermentation Quality and Associated with the Bacterial and Fungal Community of Sainfoin Silage - PMC
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Better kombucha brewing through chemistry - American Chemical Society
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Kombucha: Production and Microbiological Research - PMC
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Acetic Acid Bacteria in the Food Industry: Systematics, Characteristics and Applications - PMC
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Understanding Kombucha Tea Fermentation: A Review - Villarreal‐Soto - 2018 - Journal of Food Science - Wiley Online Library
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Accuracy of clinical diagnosis of Parkinson disease | Neurology
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Low clinical diagnostic accuracy of early vs advanced Parkinson disease | Neurology
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Accuracy of clinical diagnosis of Parkinson disease: A systematic review and meta-analysis - PubMed
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Parkinson’s Disease Diagnostic Observations (PADDO): study rationale and design of a prospective cohort study for early differentiation of parkinsonism - PMC
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The accuracy of the clinical diagnosis of Parkinson disease. The HUNT study | Journal of Neurology
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Parkinson’s Disease and Parkinsonism: Neuropathology - PMC
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Seeding induced by α‐synuclein oligomers provides evidence for spreading of α‐synuclein pathology
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Clinical Diagnostic Accuracy of Parkinson's Disease: Where Do We Stand? - Virameteekul - 2023 - Movement Disorders - Wiley Online Library
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An improved method for diagnosis of Parkinson’s disease using deep learning models enhanced with metaheuristic algorithm | BMC Medical Imaging | Full Text
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Early Detection of Parkinson’s Disease Using Deep Learning and Machine Learning | IEEE Journals & Magazine | IEEE Xplore
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Diagnostic biomarkers for Parkinson’s disease at a glance: where are we? | Journal of Neural Transmission
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Importance of low diagnostic Accuracy for early Parkinson's disease - Beach - 2018 - Movement Disorders - Wiley Online Library
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Prevalence of Prodromal Symptoms of Parkinson’s Disease in the Late Middle-Aged Population - PMC
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Bayesian network modeling of risk and prodromal markers of Parkinson’s disease - PMC
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Bayesian Optimization with Support Vector Machine Model for Parkinson Disease Classification
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Diagnostic biomarkers for Parkinson’s disease at a glance: where are we? | Journal of Neural Transmission
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Biomarkers for Parkinson’s Disease: How Good Are They? | Neuroscience Bulletin
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Biomarkers for Parkinson’s Disease: How Good Are They? - PMC
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Promising biomarkers and therapeutic targets for the management of Parkinson's disease: recent advancements and contemporary research | Metabolic Brain Disease
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Biomarkers in Parkinson’s disease: A state of the art review - ScienceDirect
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MDS Research Criteria for Prodromal Parkinson’s Disease
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A Comparative Study of Early Detection of Parkinson’s Disease using Machine Learning Techniques
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Parkinson Disease - StatPearls - NCBI Bookshelf
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Parkinson’s Disease: Etiology, Neuropathology, and Pathogenesis - Parkinson’s Disease - NCBI Bookshelf
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Mining imaging and clinical data with machine learning approaches for the diagnosis and early detection of Parkinson’s disease | npj Parkinson's Disease
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Prodromal non-motor symptoms of Parkinson’s disease - PMC
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Data Dashboard | Parkinson's Progression Markers Initiative
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protocol
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Data-Driven Based Approach to Aid Parkinson’s Disease Diagnosis - PMC
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Prediction of Parkinson’s Disease Using Machine Learning Methods - PMC
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Prediction of Parkinson’s Disease Using Machine Learning Methods - PMC
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Automatic classification and prediction models for early Parkinson’s disease diagnosis from SPECT imaging - ScienceDirect
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Prognostic Modeling of Parkinson’s Disease Progression Using Early Longitudinal Patterns of Change - PMC
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Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning - The Lancet Digital Health
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Enhancing early Parkinson’s disease detection through multimodal deep learning and explainable AI: insights from the PPMI database | Scientific Reports
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Prognostic Modeling of Parkinson's Disease Progression Using Early Longitudinal Patterns of Change - Ren - 2021 - Movement Disorders - Wiley Online Library
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Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson’s disease - ScienceDirect
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Analysis of growth of Gluconobacter oxydans in glucose containing media | Archives of Microbiology
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Frontiers | Oxidative Fermentation of Acetic Acid Bacteria and Its Products
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Acetic Acid Bacteria: Physiology and Carbon Sources Oxidation - PMC
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Glucose oxidase — An overview - ScienceDirect
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Enzyme production of d-gluconic acid and glucose oxidase: successful tales of cascade reactions - Catalysis Science & Technology (RSC Publishing)
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Glucose Oxidase, an Enzyme “Ferrari”: Its Structure, Function, Production and Properties in the Light of Various Industrial and Biotechnological Applications - PMC
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