Modern views of machine learning for precision psychiatry
In light of the National Institute of Mental Health (NIMH)'s Research Domain Criteria (RDoC),
the advent of functional neuroimaging, novel technologies and methods provide new …
the advent of functional neuroimaging, novel technologies and methods provide new …
An overview of EEG-based machine learning methods in seizure prediction and opportunities for neurologists in this field
B Maimaiti, H Meng, Y Lv, J Qiu, Z Zhu, Y Xie, Y Li… - Neuroscience, 2022 - Elsevier
The unpredictability of epileptic seizures is one of the most problematic aspects of the field of
epilepsy. Methods or devices capable of detecting seizures minutes before they occur may …
epilepsy. Methods or devices capable of detecting seizures minutes before they occur may …
Detecting presence of PTSD using sentiment analysis from text data
J Sawalha, M Yousefnezhad, Z Shah… - Frontiers in …, 2022 - frontiersin.org
Rates of Post-traumatic stress disorder (PTSD) have risen significantly due to the COVID-19
pandemic. Telehealth has emerged as a means to monitor symptoms for such disorders …
pandemic. Telehealth has emerged as a means to monitor symptoms for such disorders …
Unipolar and bipolar depression detection and classification based on actigraphic registration of motor activity using machine learning and uniform manifold …
M Zakariah, YA Alotaibi - Diagnostics, 2023 - mdpi.com
Modern technology frequently uses wearable sensors to monitor many aspects of human
behavior. Since continuous records of heart rate and activity levels are typically gathered …
behavior. Since continuous records of heart rate and activity levels are typically gathered …
[HTML][HTML] Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research
Neuroscience and artificial intelligence (AI) share a long history of collaboration. Advances
in neuroscience, alongside huge leaps in computer processing power over the last few …
in neuroscience, alongside huge leaps in computer processing power over the last few …
The application of artificial intelligence and custom algorithms with inertial wearable devices for gait analysis and detection of gait-altering pathologies in adults: A …
ACY Lim, P Natarajan, RD Fonseka… - Digital …, 2022 - journals.sagepub.com
Background The purpose of this scoping review was to explore the current applications of
objective gait analysis using inertial measurement units, custom algorithms and artificial …
objective gait analysis using inertial measurement units, custom algorithms and artificial …
Artificial intelligence and neuroscience: An update on fascinating relationships
N Gopinath - Process Biochemistry, 2023 - Elsevier
Innovative technologies such as Artificial Intelligence (AI), deep learning, Machine learning
and optogenetics have been considered key components in the contribution to the …
and optogenetics have been considered key components in the contribution to the …
Peripheral biomarkers in DSM-5 anxiety disorders: an updated overview
M Vismara, N Girone, G Cirnigliaro, F Fasciana… - Brain Sciences, 2020 - mdpi.com
Anxiety disorders are prevalent and highly disabling mental disorders. In recent years,
intensive efforts focused on the search for potential neuroimaging, genetic, and peripheral …
intensive efforts focused on the search for potential neuroimaging, genetic, and peripheral …
Classification of depressive and schizophrenic episodes using night-time motor activity signal
Major depressive disorder (MDD) is the most recurrent mental illness globally, affecting
approximately 5% of adults. Furthermore, according to the National Institute of Mental Health …
approximately 5% of adults. Furthermore, according to the National Institute of Mental Health …
Self-Harm among Forensic Psychiatric inpatients with Schizophrenia Spectrum disorders: an explorative analysis
JR Kappes, DA Huber, J Kirchebner… - … journal of offender …, 2023 - journals.sagepub.com
The burden of self-injury among offenders undergoing inpatient treatment in forensic
psychiatry is substantial. This exploratory study aims to add to the previously sparse …
psychiatry is substantial. This exploratory study aims to add to the previously sparse …