Mental Health Diagnosis in the Digital Age: Harnessing Sentiment Analysis on Social Media Platforms upon Ultra-Sparse Feature Content [PDF]
arXiv, 2023 Amid growing global mental health concerns, particularly among vulnerable groups, natural language processing offers a tremendous potential for early detection and intervention of people's mental disorders via analyzing their postings and discussions on social media platforms.
arxiv
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews [PDF]
arXiv, 2020 Bipolar disorder (BD) and borderline personality disorder (BPD) are both chronic psychiatric disorders. However, their overlapping symptoms and common comorbidity make it challenging for the clinicians to distinguish the two conditions on the basis of a clinical interview.
arxiv
Data Augmentation for Modeling Human Personality: The Dexter Machine [PDF]
arXiv, 2023 Modeling human personality is important for several AI challenges, from the engineering of artificial psychotherapists to the design of persona bots. However, the field of computational personality analysis heavily relies on labeled data, which may be expensive, difficult or impossible to get.
arxiv
Deriving information from missing data: implications for mood prediction [PDF]
arXiv, 2020 The availability of mobile technologies has enabled the efficient collection prospective longitudinal, ecologically valid self-reported mood data from psychiatric patients. These data streams have potential for improving the efficiency and accuracy of psychiatric diagnosis as well predicting future mood states enabling earlier intervention.
arxiv
A Model of Risk and Mental State Shifts during Social Interaction [PDF]
, 2017 Cooperation and competition between human players in repeated microeconomic games offer a powerful window onto social phenomena such as the establishment, breakdown and repair of trust. This offers the prospect of particular insight into populations of subjects suffering from socially-debilitating conditions such as borderline personality disorder ...
arxiv +1 more source
Management of borderline personality disorder [PDF]
Canadian Medical Association Journal, 2012 See related review article by Biskin and Paris on diagnosis of borderline personality disorder at [www.cmaj.ca/lookup/doi/10.1503/cmaj.090618][1] Borderline personality disorder is characterized by intense, rapidly fluctuating moods combined with impulsivity and interpersonal difficulties ...
Robert S. Biskin, Joel Paris
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Quadripolar Relational Model: a framework for the description of borderline and narcissistic personality disorders [PDF]
arXiv, 2015 Borderline personality disorder and narcissistic personality disorder are important nosographic entities and have been subject of intensive investigations. The currently prevailing psychodynamic theory for mental disorders is based on the repertoire of defense mechanisms employed.
arxiv
A Proposal To Support Wellbeing in People With Borderline Personality Disorder: Applying Reminiscent Theory in a Mobile App [PDF]
arXiv, 2013 In this paper the research draws upon reminiscence therapy, which is used in treating dementia, as an applied theory to promote well being in people who experience low moods. The application proposed here aims to promote wellbeing for people suffering from mood disorders and dementia but could potentially be used to enhance wellbeing for many types of ...
arxiv
Prescribing and borderline personality disorder [PDF]
Australian Prescriber, 2016 Accurate diagnosis is fundamental to effective management of borderline personality disorder, but many patients remain undetected. The first-line management for borderline personality disorder is psychosocial treatment, not drugs. There are major prescribing hazards including polypharmacy, overdose and misuse.
Katherine Thompson, Andrew M. Chanen
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Harmonic Vibrational Excitations in Disordered Solids and the "Boson Peak" [PDF]
, 1998 We consider a system of coupled classical harmonic oscillators with spatially fluctuating nearest-neighbor force constants on a simple cubic lattice. The model is solved both by numerically diagonalizing the Hamiltonian and by applying the single-bond coherent potential approximation.
arxiv +1 more source