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Precision Health Database


Genomics & Health Impact Scan Database|Search|PHGKB

Neurological Disorders

Last data update: Aug 19, 2022. (Total: 48954 Documents since 2012)
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Seizure detection with deep neural networks for review of two-channel EEG.
Hartmann Manfred et al. Epilepsia 2022
Artificial intelligence for medical image analysis in epilepsy.
Sollee John et al. Epilepsy research 2022 182106861
Patient characteristics and antiseizure medication pathways in newly diagnosed epilepsy: Feasibility and pilot results using the common data model in a single-center electronic medical record database.
Spotnitz Matthew et al. Epilepsy & behavior : E&B 2022 129108630
Radiological identification of temporal lobe epilepsy using artificial intelligence: a feasibility study.
Gleichgerrcht Ezequiel et al. Brain communications 2022 4(2) fcab284
Accurate identification of EEG recordings with interictal epileptiform discharges using a hybrid approach: Artificial intelligence supervised by human experts.
Kural Mustafa Aykut et al. Epilepsia 2022
Supervised machine learning to predict reduced depression severity in people with epilepsy through epilepsy self-management intervention.
Camp Edward J et al. Epilepsy & behavior : E&B 2022 127108548
Machine learning applications to differentiate comorbid functional seizures and epilepsy from pure functional seizures.
Asadi-Pooya Ali A et al. Journal of psychosomatic research 2021 153110703
Machine Learning in Neuro-Oncology, Epilepsy, Alzheimer's Disease, and Schizophrenia.
English Mason et al. Acta neurochirurgica. Supplement 2021 134349-361
Detecting Tonic-Clonic Seizures in Multimodal Biosignal Data From Wearables: Methodology Design and Validation.
Böttcher Sebastian et al. JMIR mHealth and uHealth 2021 9(11) e27674
Can we predict anti-seizure medication response in focal epilepsy using machine learning?
Lee Dong Ah et al. Clinical neurology and neurosurgery 2021 211107037
Integrating Optimized Multiscale Entropy Model with Machine Learning for the Localization of Epileptogenic Hemisphere in Temporal Lobe Epilepsy Using Resting-State fMRI.
Fu Xiaoxuan et al. Journal of healthcare engineering 2021 20211834123
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
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