A machine learning artefact detection method for single-channel infant event-related potential studies

A machine learning artefact detection method for single-channel infant event-related potential studies

Objective. Automated detection of artefact in stimulus-evoked electroencephalographic (EEG) data recorded in neonates will improve the reproducibility and speed of analysis in clinical research compared with manual identification of artefact. Some studies use very short, single-channel epochs of EEG...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Marchant, S, van der Vaart, M, Pillay, K, Baxter, L, Bhatt, A, Fitzgibbon, S, Hartley, C, Slater, R
Формат:	Journal article
Хэл сонгох:	English
Хэвлэсэн:	IOP Publishing 2024

Ижил төстэй зүйлс

Sensory event-related potential morphology predicts age in premature infants
-н: Zandvoort, CS, зэрэг
Хэвлэсэн: (2023)

Premature infants display discriminable behavioral, physiological, and brain responses to noxious and nonnoxious stimuli
-н: van der Vaart, M, зэрэг
Хэвлэсэн: (2021)

Inferring pain experience in infants using quantitative whole-brain functional MRI signatures: a cross-sectional, observational study
-н: Duff, E, зэрэг
Хэвлэсэн: (2020)

The PiNe box: development and validation of an electronic device to time-lock multimodal responses to sensory stimuli in hospitalised infants
-н: Worley, A, зэрэг
Хэвлэсэн: (2023)

Inferring pain experience in infants using quantitative whole-brain functional MRI signatures: a cross-sectional, observational study
-н: Duff, EP, зэрэг
Хэвлэсэн: (2020)

Multimodal pain assessment improves discrimination between noxious and non‐noxious stimuli in infants
-н: van der Vaart, M, зэрэг
Хэвлэсэн: (2019)

Making sense of fossils and artefacts: a review of best practices for the design of a successful workflow for machine learning-assisted citizen science projects
-н: Isaak Eijkelboom, зэрэг
Хэвлэсэн: (2025-02-01)

Using changes in brain activity to assess pain-relief in infants: methodological considerations with Benoit et al. (2021).
-н: Baxter, L, зэрэг
Хэвлэсэн: (2021)

Early life inflammation is associated with spinal cord excitability and nociceptive sensitivity in human infants
-н: Cobo, MM, зэрэг
Хэвлэсэн: (2022)

Early life inflammation is associated with spinal cord excitability and nociceptive sensitivity in human infants
-н: Maria M. Cobo, зэрэг
Хэвлэсэн: (2022-07-01)

Predicting severity of adverse cardiorespiratory effects of morphine in premature infants: a post hoc analysis of Procedural Pain in Premature Infants trial data
-н: Hartley, C, зэрэг
Хэвлэсэн: (2020)

Effective automated method for detection and suppression of muscle artefacts from single-channel EEG signal
-н: Manali Saini, зэрэг
Хэвлэсэн: (2020-01-01)

Brain responses in infants
-н: Hartley, C, зэрэг
Хэвлэсэн: (2021)

The impact of premature extrauterine exposure on infants’ stimulus-evoked brain activity across multiple sensory systems
-н: Schmidt Mellado, G, зэрэг
Хэвлэсэн: (2021)

Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach
-н: Jonathan Moeyersons, зэрэг
Хэвлэсэн: (2021-04-01)

Improving the treatment of infant pain
-н: Moultrie, F, зэрэг
Хэвлэсэн: (2017)

Emulation: From Digital Artefact to Remotely Rendered Environments
-н: Dirk von Suchodoletz, зэрэг
Хэвлэсэн: (2009-12-01)

Emulation: From Digital Artefact to Remotely Rendered Environments
-н: Dirk von Suchodoletz, зэрэг
Хэвлэсэн: (2009-12-01)

Emulation: From Digital Artefact to Remotely Rendered Environments
-н: Dirk von Suchodoletz, зэрэг
Хэвлэсэн: (2009-12-01)

Emulation: From Digital Artefact to Remotely Rendered Environments
-н: Dirk von Suchodoletz, зэрэг
Хэвлэсэн: (2009-12-01)

Emulation: From Digital Artefact to Remotely Rendered Environments
-н: Dirk von Suchodoletz, зэрэг
Хэвлэсэн: (2009-12-01)

Emulation: From Digital Artefact to Remotely Rendered Environments
-н: Dirk von Suchodoletz, зэрэг
Хэвлэсэн: (2009-12-01)

Artefacts of Excavation
Хэвлэсэн: (2017-12-01)

Artefacts of Excavation
-н: Alice Stevenson
Хэвлэсэн: (2017-12-01)

Artefact Profiling: Panomics Approaches for Understanding the Materiality of Written Artefacts
-н: Marina Creydt, зэрэг
Хэвлэсэн: (2023-06-01)

Neurophysiological measures of nociceptive brain activity in the newborn infant--the next steps.
-н: Hartley, C, зэрэг
Хэвлэсэн: (2014)

The effect of acute respiratory events and respiratory stimulants on EEG-recorded brain activity in neonates: a systematic review
-н: Usman, F, зэрэг
Хэвлэсэн: (2023)

Optimising neonatal fMRI data analysis: Design and validation of an extended dHCP preprocessing pipeline to characterise noxious-evoked brain activity in infants
-н: Baxter, L, зэрэг
Хэвлэсэн: (2018)

Music videos as cultural artefacts of the eighties
-н: Retha Van Niekerk
Хэвлэсэн: (2022-11-01)

The influence of the descending pain modulatory system on infant pain-related brain activity
-н: Goksan, S, зэрэг
Хэвлэсэн: (2018)

Technologies as cultural artefacts
-н: Woolgar, S
Хэвлэсэн: (1996)

Artefacts in musculoskeletal ultrasound
-н: Susila Krishnan
Хэвлэсэн: (2018-01-01)

Multifunctional Artefacts and Collocation
-н: David-Hillel Ruben
Хэвлэсэн: (2022-12-01)

Signes et artefacts.
-н: Samuel Périgois
Хэвлэсэн: (2006-04-01)

Inventories as Texts and Artefacts
-н: Christina Antenhofer
Хэвлэсэн: (2022-05-01)

Cities as Artefacts of Mobilities
-н: Paul Lewis
Хэвлэсэн: (2013-10-01)

Artefacts and the performance of an exhibition
-н: Connie Svabo
Хэвлэсэн: (2008-01-01)

Movement artefact removal from NIRS signal using multi-channel IMU data
-н: Masudur R. Siddiquee, зэрэг
Хэвлэсэн: (2018-09-01)

Abeta mediated diminution of MTT reduction--an artefact of single cell culture?
-н: Raik Rönicke, зэрэг
Хэвлэсэн: (2008-09-01)

The influence of the descending pain modulatory system on infant pain-related brain activity
-н: Sezgi Goksan, зэрэг
Хэвлэсэн: (2018-09-01)