Deep learning for healthcare applications based on physiological signals: A review

O Faust, Y Hagiwara, TJ Hong, OS Lih… - Computer methods and …, 2018 - Elsevier
Background and objective: We have cast the net into the ocean of knowledge to retrieve the
latest scientific research on deep learning methods for physiological signals. We found 53 …

Organic electrochemical transistors for in vivo bioelectronics

A Nawaz, Q Liu, WL Leong… - Advanced …, 2021 - Wiley Online Library
Organic electrochemical transistors (OECTs) are presently a focus of intense research and
hold great potential in expanding the horizons of the bioelectronics industry. The notable …

Seizure prediction—ready for a new era

L Kuhlmann, K Lehnertz, MP Richardson… - Nature Reviews …, 2018 - nature.com
Epilepsy is a common disorder characterized by recurrent seizures. An overwhelming
majority of people with epilepsy regard the unpredictability of seizures as a major issue …

Long-term brain network reorganization predicts responsive neurostimulation outcomes for focal epilepsy

AN Khambhati, A Shafi, VR Rao… - Science Translational …, 2021 - science.org
Responsive neurostimulation (RNS) devices, able to detect imminent seizures and to rapidly
deliver electrical stimulation to the brain, are effective in reducing seizures in some patients …

Flexible, foldable, actively multiplexed, high-density electrode array for map** brain activity in vivo

J Viventi, DH Kim, L Vigeland, ES Frechette… - Nature …, 2011 - nature.com
Arrays of electrodes for recording and stimulating the brain are used throughout clinical
medicine and basic neuroscience research, yet are unable to sample large areas of the …

Synchronization and desynchronization in epilepsy: controversies and hypotheses

P Jiruska, M De Curtis, JGR Jefferys… - The Journal of …, 2013 - Wiley Online Library
Epilepsy has been historically seen as a functional brain disorder associated with excessive
synchronization of large neuronal populations leading to a hypersynchronous state. Recent …

Flexible and stretchable electronics for biointegrated devices

DH Kim, R Ghaffari, N Lu… - Annual review of …, 2012 - annualreviews.org
Advances in materials, mechanics, and manufacturing now allow construction of high-quality
electronics and optoelectronics in forms that can readily integrate with the soft, curvilinear …

In vivo recordings of brain activity using organic transistors

D Khodagholy, T Doublet, P Quilichini… - Nature …, 2013 - nature.com
In vivo electrophysiological recordings of neuronal circuits are necessary for diagnostic
purposes and for brain-machine interfaces. Organic electronic devices constitute a …

Human brain networks in health and disease

DS Bassett, ET Bullmore - Current opinion in neurology, 2009 - journals.lww.com
Graph theoretical analysis of neuroimaging data is growing rapidly and could potentially
provide a relatively simple but powerful quantitative framework to describe and compare …

A soft, high-density neuroelectronic array

KJ Seo, M Hill, J Ryu, CH Chiang, I Rachinskiy… - Npj flexible …, 2023 - nature.com
Techniques to study brain activities have evolved dramatically, yet tremendous challenges
remain in acquiring high-throughput electrophysiological recordings minimally invasively …