Attentional bias predicts increased reward salience and risk taking in bipolar disorder
… bipolar disorder group would show reduced FRN in this study. We also hypothesized that
differences in these motivational … ) as well as mood (depression and mania and intercorrelation …
differences in these motivational … ) as well as mood (depression and mania and intercorrelation …
Mental health disorder identification from motivational conversations
… proposed network is equipped with lexicon-based sentiment … neural network for modeling
and classifying motivational … MDD, anxiety and panic, bipolar disorder, and schizophrenia. We …
and classifying motivational … MDD, anxiety and panic, bipolar disorder, and schizophrenia. We …
Effort–cost computation in a transdiagnostic psychiatric sample: differences among patients with schizophrenia, bipolar disorder, and major depressive disorder
YM Zou, K Ni, YY Wang, EQ Yu, SSY Lui… - PsyCh …, 2020 - Wiley Online Library
… in a number of disorders, particularly psychotic and mood disorders. Unfortunately, efforts to
… motivational symptoms, including SCZ, bipolar disorder (BD), and major depressive disorder …
… motivational symptoms, including SCZ, bipolar disorder (BD), and major depressive disorder …
A signature-based machine learning model for distinguishing bipolar disorder and borderline personality disorder
… motivated attempts (notably the NIMH Research Domain Criteria [‘RDoC’]) to take a radical
and ‘bottom up’ approach … of mood in participants with bipolar disorder, borderline personality …
and ‘bottom up’ approach … of mood in participants with bipolar disorder, borderline personality …
Future directions for understanding adolescent bipolar spectrum disorders: A reward hypersensitivity perspective
LB Alloy, R Nusslock - Journal of Clinical Child & Adolescent …, 2019 - Taylor & Francis
… Whereas activation or up-regulation of the reward system leads to emotions such as … some
symptoms of bipolar depression specifically, such as anhedonia and motivational deficits, …
symptoms of bipolar depression specifically, such as anhedonia and motivational deficits, …
Detection of major depressive disorder, bipolar disorder, schizophrenia and generalized anxiety disorder using vocal acoustic analysis and machine learning: an …
C Wanderley Espinola, JC Gomes… - Research on Biomedical …, 2022 - Springer
… Motivation and problem characterization … ), and self-monitored data on mood of 28 bipolar
outpatients for 12 weeks. … for the unsupervised deep convolutional neural networks (CNN) was …
outpatients for 12 weeks. … for the unsupervised deep convolutional neural networks (CNN) was …
A critical evaluation of dynamical systems models of bipolar disorder
… or a complex recurrent neural network can be used to capture mood dynamics, as they are
… [53] model are theoretically and empirically motivated by reinforcement learning, one could …
… [53] model are theoretically and empirically motivated by reinforcement learning, one could …
Reward and punishment learning deficits among bipolar disorder subtypes
… Bipolar disorder (BD) is a chronic mood disorder characterized by alternating episodes of
depression … deficit when motivational symptoms remain in individuals who are in remission. …
depression … deficit when motivational symptoms remain in individuals who are in remission. …
Why not try harder? Computational approach to motivation deficits in neuro-psychiatric diseases
… present another approach that consists of phenotyping the behaviour of patients in motivation
tests, … These formal models impose a precise and operational definition of motivation that is …
tests, … These formal models impose a precise and operational definition of motivation that is …
Neural activation during tonic pain and interaction between pain and emotion in bipolar disorder: an fMRI study
X Han, X Liu, L Li, B Xie, B Fan, Y Qiu, T Liu… - Frontiers in Psychiatry, 2018 - frontiersin.org
… bipolar disorder (BPs) undergoing tonic pain and assessed the interaction between pain and
emotion. … pain-related information, especially affective motivation and cognitive evaluation. …
emotion. … pain-related information, especially affective motivation and cognitive evaluation. …