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Public Health Genomics and Precision Health Knowledge Base (v9.0)
PHGKB
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Public Health Genomics Branch
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Precision Health Database
Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Last data update: May 18, 2024
. (Total: 63881 Documents since 2012)
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Explainable machine learning for predicting conversion to neurological disease: Results from 52,939 medical records.
Christina Felix et al. Digit Health 2024 1020552076241249286
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Machine learning using multimodal clinical, electroencephalographic, and magnetic resonance imaging data can predict incident depression in adults with epilepsy: A pilot study.
Guillermo Delgado-García et al. Epilepsia 2023
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Application of optimized convolutional neural networks for early aided diagnosis of essential tremor: Automatic handwriting recognition and feature analysis.
Yanwen Wang et al. Medical engineering & physics 2023 113103962
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Short-term outcome prediction for myasthenia gravis: an explainable machine learning model.
Huahua Zhong et al. Therapeutic advances in neurological disorders 2023 1617562864231154976
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Artificial Intelligence Tools to Evaluate Language and Speech Patterns in Alzheimer's Disease.
Favaro Anna et al. Alzheimer's & dementia : the journal of the Alzheimer's Association 2022 18 Suppl 2e064913
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A Machine Learning Approach for Detecting Idiopathic REM Sleep Behavior Disorder.
Salsone Maria et al. Diagnostics (Basel, Switzerland) 2022 12(11)
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Artificial intelligence-based methods for fusion of electronic health records and imaging data.
Mohsen Farida et al. Scientific reports 2022 12(1) 17981
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Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals.
Ari Berna et al. Computers in biology and medicine 2022 143105311
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Advanced Machine Learning Tools to Monitor Biomarkers of Dysphagia: A Wearable Sensor Proof-of-Concept Study.
O'Brien Megan K et al. Digital biomarkers 2021 5(2) 167-175
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An insight into the role of Artificial Intelligence in the early diagnosis of Alzheimer's disease.
Verma Rohit Kumar et al. CNS & neurological disorders drug targets 2021
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Deep learning applications for the classification of psychiatric disorders using neuroimaging data: Systematic review and meta-analysis.
Quaak Mirjam et al. NeuroImage. Clinical 2021 30102584
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Gait Analysis with Wearables Can Accurately Classify Fallers from Non-Fallers: A Step toward Better Management of Neurological Disorders.
Rehman Rana Zia Ur et al. Sensors (Basel, Switzerland) 2020 Dec 20(23)
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A new index for multiple chronic conditions predicts functional outcome in ischemic stroke.
Jiang Xiaqing et al. Neurology 2020 Oct
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Smart diagnostics devices through artificial intelligence and mechanobiological approaches.
Yadav Dinesh et al. 3 Biotech 2020 Aug 10(8) 351
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Independent brain 18 F-FDG PET attenuation correction using a deep learning approach with Generative Adversarial Networks.
Armanious Karim et al. Hellenic journal of nuclear medicine 2019 Oct
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Artificial intelligence as an emerging technology in the current care of neurological disorders.
Patel Urvish K et al. Journal of neurology 2019 Aug
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Biobanking Is Changing The World
J Pandya, Forbes, August 12, 2019
Classification and Assessment of the Patelar Reflex Response through Biomechanical Measures.
Salazar-Muñoz Yolocuauhtli et al. Journal of healthcare engineering 2019 20191614963
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Inertial wearables as pragmatic tools in dementia.
Godfrey A et al. Maturitas 2019 Sep 12712-17
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Skin sensors are the future of health care
S Xu et al, Nature News, July 17, 2019
Medical Diagnosis of Cerebral Palsy Rehabilitation Using Eye Images in Machine Learning Techniques.
Illavarason P et al. Journal of medical systems 2019 Jul 43(8) 278
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Wearables and mHealth in mental health and neurological disorders.
Behar Joachim et al. Physiological measurement 2019 May
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Page last reviewed:
Feb 1, 2024
Page last updated:
May 18, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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