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Precision Health Database


Genomics & Health Impact Scan Database|Search|PHGKB

Neurological Disorders

Last data update: Oct 24, 2021. (Total: 42971 Documents since 2012)
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Systematic Mapping Study of AI/Machine Learning in Healthcare and Future Directions.
Parashar Gaurav et al. SN computer science 2021 2(6) 461
Current uses, emerging applications, and clinical integration of artificial intelligence in neuroradiology.
Fiani Brian et al. Reviews in the neurosciences 2021
Machine learning models for decision support in epilepsy management: A critical review.
Smolyansky Eliot D et al. Epilepsy & behavior : E&B 2021 123108273
Guidelines for Conducting Ethical Artificial Intelligence Research in Neurology: A Systematic Approach for Clinicians and Researchers.
Chiang Sharon et al. Neurology 2021
Seizure Diaries and Forecasting With Wearables: Epilepsy Monitoring Outside the Clinic.
Brinkmann Benjamin H et al. Frontiers in neurology 2021 12690404
Seizure detection using wearable sensors and machine learning: Setting a benchmark.
Tang Jianbin et al. Epilepsia 2021
Clinical Application of Machine Learning Models for Brain Imaging in Epilepsy: A Review.
Sone Daichi et al. Frontiers in neuroscience 2021 15684825
Potential for improved retention rate by personalized antiseizure medication selection: A register-based analysis.
Håkansson Samuel et al. Epilepsia 2021
Predicting postoperative epilepsy surgery satisfaction in adults using the 19-item Epilepsy Surgery Satisfaction Questionnaire and machine learning.
Josephson Colin B et al. Epilepsia 2021
From Precision Metapharmacology to Patient Empowerment: Delivery of Self-Care Practices for Epilepsy, Pain, Depression and Cancer Using Digital Health Technologies.
Bulaj Grzegorz et al. Frontiers in pharmacology 2021 12612602
Towards realizing the vision of precision medicine: AI based prediction of clinical drug response.
de Jong Johann et al. Brain : a journal of neurology 2021
Artificial intelligence to enhance the evaluation of refractory epilepsies.
Bonilha Leonardo et al. Epilepsy & behavior : E&B 2021 Feb 107776
Primary care electronic medical records can be used to predict risk and identify potentially modifiable factors for early and late death in adult onset epilepsy.
Hrabok Marianne et al. Epilepsia 2020 Dec
Precision Medicine: Academic dreaming or clinical reality?
Josephson Colin B et al. Epilepsia 2020 Nov
Machine learning approach to detect focal-onset seizures in the human anterior nucleus of the thalamus.
Toth Emilia et al. Journal of neural engineering 2020 Oct
Machine learning from wristband sensor data for wearable, noninvasive seizure forecasting.
Meisel Christian et al. Epilepsia 2020 Oct
Classification of the interictal state with hypsarrhythmia from Zika Virus Congenital Syndrome and of the ictal state from epilepsy in childhood without hypsarrhythmia in EEGs using entropy measures.
Rocha Priscila L et al. Computers in biology and medicine 2020 Sep 126104014
Machine learning in neurosurgery: a global survey.
Staartjes Victor E et al. Acta neurochirurgica 2020 Aug
Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks.
Thomas John et al. International journal of neural systems 2020 Aug 2050030
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review.
Rasheed Khansa et al. IEEE reviews in biomedical engineering 2020 Jul PP
Evaluation of an Activity Tracker to Detect Seizures Using Machine Learning.
Mittlesteadt Jackson et al. Journal of child neurology 2020 Jul 883073820937515
Multimodal data analysis of epileptic EEG and rs-fMRI via deep learning and edge computing.
Hosseini Mohammad-Parsa et al. Artificial intelligence in medicine 2020 Apr 104101813
Deep Learning Provides Exceptional Accuracy to ECoG-Based Functional Language Mapping for Epilepsy Surgery.
RaviPrakash Harish et al. Frontiers in neuroscience 2020 14409
Epileptic spikes detector in pediatric EEG based on matched filters and neural networks.
Mera-Gaona Maritza et al. Brain informatics 2020 May 7(1) 4
SeizureBank: A Repository of Analysis-ready Seizure Signal Data.
Li Xiaojin et al. AMIA ... Annual Symposium proceedings. AMIA Symposium 2019 20191111-1120
Novel Deep Learning Network Analysis of Electrical Stimulation Mapping-driven Diffusion MRI Tractography to Improve Preoperative Evaluation of Pediatric Epilepsy.
Lee Min-Hee et al. IEEE transactions on bio-medical engineering 2020 Mar
Artificial Intelligence in Medicine: Today and Tomorrow.
Briganti Giovanni et al. Frontiers in medicine 2020 727
Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG.
Reuben Chip et al. Epilepsia 2019 Dec
EMS-Net: A Deep Learning Method for Autodetecting Epileptic Magnetoencephalography Spikes.
Zheng Li et al. IEEE transactions on medical imaging 2019 Dec
Evaluation of potential auras in generalized epilepsy from EEG signals using deep convolutional neural networks and time-frequency representation.
Polat Hasan et al. Biomedizinische Technik. Biomedical engineering 2019 Dec
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