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Deep learning for EEG-based prognostication after cardiac arrest: from current research to future clinical applications

Frontiers in neurology, 2023-07, Vol.14, p.1183810-1183810

2023

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Human Pavlovian fear conditioning conforms to probabilistic learning

PLoS computational biology, 2018-08, Vol.14 (8), p.e1006243-e1006243

2018

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Complementary roles of neural synchrony and complexity for indexing consciousness and chances of surviving in acute coma

NeuroImage (Orlando, Fla.), 2021-12, Vol.245, p.118638-118638, Article 118638

2021

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Representation of probabilistic outcomes during risky decision-making

Nature communications, 2020-05, Vol.11 (1), p.2419-2419, Article 2419

2020

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Automatic Sensory Predictions: A Review of Predictive Mechanisms in the Brain and Their Link to Conscious Processing

Frontiers in human neuroscience, 2021-08, Vol.15, p.702520-702520

2021

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The relation between neuronal firing, local field potentials and hemodynamic activity in the human amygdala in response to aversive dynamic visual stimuli

NeuroImage (Orlando, Fla.), 2020-06, Vol.213, p.116705-116705, Article 116705

2020

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Embracing diversity and inclusivity in an academic setting: Insights from the Organization for Human Brain Mapping

NeuroImage (Orlando, Fla.), 2021-04, Vol.229, p.117742-117742, Article 117742

2021

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A Tutorial Review of Electrical Neuroimaging From Group-Average to Single-Trial Event-Related Potentials

Developmental neuropsychology, 2012-08, Vol.37 (6), p.518-544

2012

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Sleep Research in the Era of AI

Clinical and translational neuroscience, 2024-03, Vol.8 (1), p.13

2024

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U-Sleep's resilience to AASM guidelines

NPJ digital medicine, 2023-03, Vol.6 (1), p.33-33, Article 33

2023

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Prediction of cognitive outcome based on the progression of auditory discrimination during coma

Resuscitation, 2016-09, Vol.106, p.89-95

2016

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Addressing bias in big data and AI for health care: A call for open science

Patterns (New York, N.Y.), 2021-10, Vol.2 (10), p.100347-100347, Article 100347

2021

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NeuroTec Sitem-Insel Bern: Closing the Last Mile in Neurology

Clinical and translational neuroscience, 2021-07, Vol.5 (2), p.13

2021

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Decoding auditory EEG responses in healthy and clinical populations: A comparative study

Journal of neuroscience methods, 2015-07, Vol.250, p.106-113

2015

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Reply: Replicability and impact of statistics in the detection of neural responses of consciousness

Brain (London, England : 1878), 2016-06, Vol.139 (Pt 6), p.e32-e32

2016

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Convolutional neural networks for decoding electroencephalography responses and visualizing trial by trial changes in discriminant features

Journal of neuroscience methods, 2021-12, Vol.364, p.109367-109367, Article 109367

2021

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Predictable and unpredictable deviance detection in the human hippocampus and amygdala

Cerebral cortex (New York, N.Y. 1991), 2024-01, Vol.34 (2)

2024

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Neural detection of complex sound sequences in the absence of consciousness

Brain (London, England : 1878), 2015-05, Vol.138 (Pt 5), p.1160-1166

2015

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A pupil size response model to assess fear learning

Psychophysiology, 2017-03, Vol.54 (3), p.330-343

2017

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Neural complexity and the spectral slope characterise auditory processing in wakefulness and sleep

The European journal of neuroscience, 2024-03, Vol.59 (5), p.822-841

2024

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Quantifying the time for accurate EEG decoding of single value-based decisions

Journal of neuroscience methods, 2015-07, Vol.250, p.114-125

2015

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Deep Generative Models: The winning key for large and easily accessible ECG datasets?

Computers in biology and medicine, 2023-12, Vol.167, p.107655-107655, Article 107655

2023

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Insights into human cognition from intracranial EEG: A review of audition, memory, internal cognition, and causality

Journal of neural engineering, 2020-10, Vol.17 (5), p.051001-051001

2020

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Auditory stimulation and deep learning predict awakening from coma after cardiac arrest

Brain (London, England : 1878), 2023-02, Vol.146 (2), p.778-788

2023

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Assessing fear learning via conditioned respiratory amplitude responses

Psychophysiology, 2017-02, Vol.54 (2), p.215-223

2017

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Deep learning for EEG-based prognostication after cardiac arrest: from current research to future clinical applications

Human Pavlovian fear conditioning conforms to probabilistic learning

Complementary roles of neural synchrony and complexity for indexing consciousness and chances of surviving in acute coma

Representation of probabilistic outcomes during risky decision-making

Automatic Sensory Predictions: A Review of Predictive Mechanisms in the Brain and Their Link to Conscious Processing

The relation between neuronal firing, local field potentials and hemodynamic activity in the human amygdala in response to aversive dynamic visual stimuli

Embracing diversity and inclusivity in an academic setting: Insights from the Organization for Human Brain Mapping

A Tutorial Review of Electrical Neuroimaging From Group-Average to Single-Trial Event-Related Potentials

Sleep Research in the Era of AI

U-Sleep's resilience to AASM guidelines

Prediction of cognitive outcome based on the progression of auditory discrimination during coma

Addressing bias in big data and AI for health care: A call for open science

NeuroTec Sitem-Insel Bern: Closing the Last Mile in Neurology

Decoding auditory EEG responses in healthy and clinical populations: A comparative study

Reply: Replicability and impact of statistics in the detection of neural responses of consciousness

Convolutional neural networks for decoding electroencephalography responses and visualizing trial by trial changes in discriminant features

Predictable and unpredictable deviance detection in the human hippocampus and amygdala

Neural detection of complex sound sequences in the absence of consciousness

A pupil size response model to assess fear learning

Neural complexity and the spectral slope characterise auditory processing in wakefulness and sleep

Quantifying the time for accurate EEG decoding of single value-based decisions

Deep Generative Models: The winning key for large and easily accessible ECG datasets?

Insights into human cognition from intracranial EEG: A review of audition, memory, internal cognition, and causality

Auditory stimulation and deep learning predict awakening from coma after cardiac arrest

Assessing fear learning via conditioned respiratory amplitude responses

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