AIMC Topic: Parkinson Disease, Secondary

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Automated assessment of the substantia nigra on susceptibility map-weighted imaging using deep convolutional neural networks for diagnosis of Idiopathic Parkinson's disease.

Parkinsonism & related disorders Mar 17, 2021
OBJECTIVES: Despite its use in determining nigrostriatal degeneration, the lack of a consistent interpretation of nigrosome 1 susceptibility map-weighted imaging (SMwI) limits its generalized applicability. To implement and evaluate a diagnostic algo...
Humans Retrospective Studies Female Reproducibility of Results Aged Male Middle Aged Deep Learning Magnetic Resonance Imaging Parkinson Disease Positron-Emission Tomography Image Interpretation, Computer-Assisted Substantia Nigra Tropanes Parkinson Disease, Secondary Dopamine Plasma Membrane Transport Proteins
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Machine learning models for the differential diagnosis of vascular parkinsonism and Parkinson's disease using [(123)I]FP-CIT SPECT.

European journal of nuclear medicine and molecular imaging Aug 14, 2014
PURPOSE: The study's objective was to develop diagnostic predictive models using data from two commonly used [(123)I]FP-CIT SPECT assessment methods: region-of-interest (ROI) analysis and whole-brain voxel-based analysis.
Humans Artificial Intelligence Female Aged Aged, 80 and over Male Image Processing, Computer-Assisted Parkinson Disease Diagnosis, Differential Radiopharmaceuticals Tomography, Emission-Computed, Single-Photon Tropanes Parkinson Disease, Secondary
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Predicting Early Stage Drug Induced Parkinsonism using Unsupervised and Supervised Machine Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
Drug Induced Parkinsonism (DIP) is the most common, debilitating movement disorder induced by antipsychotics. There is no tool available in clinical practice to effectively diagnose the symptoms at the onset of the disease. In this study, the variati...
Humans Algorithms Logistic Models Supervised Machine Learning Parkinson Disease, Secondary Tremor
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Possible Parkinson's Disease Induced by Chronic Manganese Supplement Ingestion.

The Consultant pharmacist : the journal of the American Society of Consultant Pharmacists Dec 1, 2016
OBJECTIVE: The objective is to report a case of possible neurotoxicity resulting from an incorrect dietary supplement for osteoporosis taken at a toxic dose.
Humans Female Adult Dose-Response Relationship, Drug Dietary Supplements Eucalyptus Manganese Plant Preparations Serotonin Cat's Claw Medication Therapy Management Parkinson Disease, Secondary
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