Abstract

Neurology is focused on a model where patients receive their care through repeated visits to clinics and doctor’s offices. Diagnostic tests often require expensive and specialized equipment that are only available in clinics. However, this current model has significant drawbacks. First, diagnostic tests, such as daytime EEG and sleep studies, occur under artificial conditions in the clinic, which may mask or wrongly emphasize clinically important features. Second, early detection and high-quality management of chronic neurological disorders require repeat measurements to accurately capture the dynamics of the disease process, which is impractical to execute in the clinic for economical and logistical reasons. Third, clinic visits remain inaccessible to many patients due to geographical and economical circumstances. Fourth, global disruptions to daily life, such as the one caused by COVID-19, can seriously harm patients if access to in-person clinical visits for diagnostic and treatment purposes is throttled. Thus, translating diagnostic and treatment procedures to patients’ homes will convey multiple substantial benefits and has the potential to substantially improve clinical outcomes while reducing cost. NeuroTec was founded to accelerate the re-imagining of neurology and to promote the convergence of technological, scientific, medical and societal processes. The goal is to identify and validate new digital biomarkers that can close the last mile in neurology by enabling the translation of personalized diagnostics and therapeutic interventions from the clinic to the patient’s home.

Highlights

  • Most neurological and neuro-psychiatric disorders, such as epilepsy, Parkinson’s disease, depression, migraine, multiple sclerosis, Alzheimer’s disease and the sequelae of stroke, are not transient but chronic [1,2,3,4]

  • Most of the brain stimulation research is performed in the research laboratory, partially due to equipment constraints, safety concerns in the case of incorrect use, such as burns caused by inappropriately applied stimulation electrodes for transcranial electrical stimulation (tES), and heterogeneity introduced in research performed outside of the research lab

  • These sample projects illustrate that the research and development at NeuroTec has implications for a large set of disorders and disease states

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Summary

Introduction

Most neurological and neuro-psychiatric disorders, such as epilepsy, Parkinson’s disease, depression, migraine, multiple sclerosis, Alzheimer’s disease and the sequelae of stroke, are not transient but chronic [1,2,3,4]. Their time courses typically are not linear, but are rather characterized by fluctuations, modulations by sleep and multidien periodicities, often evolving in highly patient-specific ways [5,6,7,8,9]. Medicine (sitem) on the campus of Inselspital, the University Hospital of Bern

Motion and Emotion—Digital Biomarkers for Closed-Loop Deep Brain Stimulation
Personalized Chronotherapy Is Important for the Future of Epilepsy Care
Detecting Primary Generalized Epileptic Seizures by Less Obtrusive Technology
Monitoring Sleep at-Home
Computational Modeling and Machine Learning for Data Analysis
From Diagnostics to at-Home Therapies
Summary and Outlook
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