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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|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Last data update: May 16, 2024
. (Total: 63877 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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Artificial intelligence in multiple sclerosis management: Challenges in a new era.
Sebastián Rodríguez et al. Mult Scler Relat Disord 2024 86105611
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Validated, Quantitative, Machine Learning-Generated Neurologic Assessment of Multiple Sclerosis Using a Mobile Application.
Sharon Stoll et al. Int J MS Care 2024 26(2) 69-74
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Predicting multiple sclerosis severity with multimodal deep neural networks.
Kai Zhang et al. BMC Med Inform Decis Mak 2023 23(1) 255
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Exemplar MobileNetV2-Based Artificial Intelligence for Robust and Accurate Diagnosis of Multiple Sclerosis.
Tuba Ekmekyapar et al. Diagnostics (Basel) 2023 13(19)
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Innovations in Multiple Sclerosis Care: The Impact of Artificial Intelligence via Machine Learning on Clinical Research and Decision-Making.
Jacob Cartwright et al. Int J MS Care 2023 25(5) 233-241
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Machine learning-optimized Combinatorial MRI scale (COMRISv2) correlates highly with cognitive and physical disability scales in Multiple Sclerosis patients.
Erin Kelly et al. Front Radiol 2023 21026442
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Predictive models of multiple sclerosis-related cognitive performance using routine clinical practice predictors.
Andrés Labiano-Fontcuberta et al. Mult Scler Relat Disord 2023 76104849
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Accounting for uncertainty in training data to improve machine learning performance in predicting new disease activity in early multiple sclerosis.
Maryam Tayyab et al. Front Neurol 2023 141165267
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Disease severity classification using passively collected smartphone-based keystroke dynamics within multiple sclerosis.
Aleide Hoeijmakers et al. Scientific reports 2023 13(1) 1871
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Combining Clinical and Genetic Data to Predict Response to Fingolimod Treatment in Relapsing Remitting Multiple Sclerosis Patients: A Precision Medicine Approach.
Ferrè Laura et al. Journal of personalized medicine 2023 13(1)
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Longitudinal Trend Monitoring of Multiple Sclerosis Ambulation Using Smartphones.
Creagh Andrew P et al. IEEE open journal of engineering in medicine and biology 2022 3202-210
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Machine learning for exploring neurophysiological functionality in multiple sclerosis based on trigeminal and hand blink reflexes.
Biggio Monica et al. Scientific reports 2022 12(1) 21078
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Multimodal-neuroimaging machine-learning analysis of motor disability in multiple sclerosis.
Rehák Bucková Barbora et al. Brain imaging and behavior 2022
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Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome.
Barile Berardino et al. Frontiers in robotics and AI 2022 9926255
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Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning.
Falet Jean-Pierre R et al. Nature communications 2022 13(1) 5645
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Evaluation of Disability Progression in Multiple Sclerosis via Magnetic-Resonance-Based Deep Learning Techniques.
Taloni Alessandro et al. International journal of molecular sciences 2022 23(18)
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The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review.
Hossain Md Zakir et al. BMC medical informatics and decision making 2022 22(1) 242
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Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study.
Svoboda E et al. Computers in biology and medicine 2022 148105853
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Validation of a machine learning approach to estimate expanded disability status scale scores for multiple sclerosis.
Alves Pedro et al. Multiple sclerosis journal - experimental, translational and clinical 2022 8(2) 20552173221108635
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Role of artificial intelligence in MS clinical practice.
Bonacchi Raffaello et al. NeuroImage. Clinical 2022 35103065
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A Deep Learning Approach to Predicting Disease Progression in Multiple Sclerosis Using Magnetic Resonance Imaging.
Storelli Loredana et al. Investigative radiology 2022
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Assessment of Natural Language Processing Methods for Ascertaining the Expanded Disability Status Scale Score From the Electronic Health Records of Patients With Multiple Sclerosis: Algorithm Development and Validation Study.
Yang Zhen et al. JMIR medical informatics 2022 10(1) e25157
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Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis.
Nelson Charlotte A et al. Journal of the American Medical Informatics Association : JAMIA 2021
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Technical validation of real-world monitoring of gait: a multicentric observational study.
Mazzà Claudia et al. BMJ open 2021 11(12) e050785
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Digital Biomarkers in Multiple Sclerosis.
Dillenseger Anja et al. Brain sciences 2021 11(11)
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Advancing data science in drug development through an innovative computational framework for data sharing and statistical analysis.
Mallon Ann-Marie et al. BMC medical research methodology 2021 21(1) 250
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Machine Learning Techniques for Personalised Medicine Approaches in Immune-Mediated Chronic Inflammatory Diseases: Applications and Challenges.
Peng Junjie et al. Frontiers in pharmacology 2021 12720694
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Estimated connectivity networks outperform observed connectivity networks when classifying people with multiple sclerosis into disability groups.
Tozlu Ceren et al. NeuroImage. Clinical 2021 32102827
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Detection of ataxia in low disability MS patients by hybrid convolutional neural networks based on images of plantar pressure distribution.
Balgetir Ferhat et al. Multiple sclerosis and related disorders 2021 56103261
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Page last reviewed:
Feb 1, 2024
Page last updated:
May 16, 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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