Article

Using Benford's law to detect anomalies in electroencephalogram: An application to detecting alzheimer's disease

2018-08-01

Abstract excerpt

Alzheimer's disease (AD) is a neurodegenerative disease caused by the progressive death of brain cells over time. It represents the most frequent cause of dementia in the western world, and affects an individual's cognitive ability and psychological capacity. While clinical diagnoses of AD are made primarily on the basis of clinical evaluation and mental health tests, diagnostic certainty is only possible through...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: c1ed62b2-f80b-5f6b-af6a-6674294e4037
DOI: 10.1109/cibcb.2017.8058547

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Using Benford's law to detect anomalies in electroencephalogram: An application to detecting alzheimer's diseaseDOI 10.1109/cibcb.2017.8058547Read

EEG Classification for Neurological Disorders Using Frequency Band DecilesSemantic proximity Read

Fractal Dimensions and Machine Learning for Detection of Parkinson’s Disease in Resting-State EEGSemantic proximity Read

Resting-State EEG Reveals Regional Brain Activity Correlates in Alzheimer’s and Frontotemporal DementiaSemantic proximity Read

A Novel Deep Learning Approach for Bipolar Disorder Classification via Quantitative EEGSemantic proximity Read

Generalizability of EEG-Based Dementia Classifiers: A Multicenter study of Alzheimer’s, MCI, And FTDSemantic proximity Read

Evaluating the Generalizability of EEG-Based AI Models in Alzheimer’s and Dementia DiagnosisSemantic proximity Read

Quantitative EEG as a biomarker in mild cognitive impairment with Lewy bodiesSemantic proximity Read

Statistical Model-Based Classification to Detect Patient-Specific Spike-and-Wave in EEG SignalsSemantic proximity Read

Prolonged disease course leads to impaired brain function in anxiety disorder: a resting state EEG studySemantic proximity Read

An Analysis of EEG Signal Classification for Digit DatasetSemantic proximity Read

Differences in Multimodal EEG and Clinical Correlations Between Alzheimer’s Disease and Frontotemporal DementiaSemantic proximity Read

Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography dataSemantic proximity Read