Abstract：
:Empathy is an important psychological process that facilitates human communication and interaction. Enhancement of empathy has profound significance in a range of applications. In this paper, we review emerging directions of research on computational analysis of empathy expression and perception as well as empathic interactions, including their simulation. We summarize the work on empathic expression analysis by the targeted signal modalities (e.g., text, audio, and facial expressions). We categorize empathy simulation studies into theory-based emotion space modeling or application-driven user and context modeling. We summarize challenges in computational study of empathy including conceptual framing and understanding of empathy, data availability, appropriate use and validation of machine learning techniques, and behavior signal processing. Finally, we propose a unified view of empathy computation and offer a series of open problems for future research.
journal_name
Curr Psychiatry Repjournal_title
Current psychiatry reportsauthors
Xiao B,Imel ZE,Georgiou P,Atkins DC,Narayanan SSdoi
10.1007/s11920-016-0682-5subject
Has Abstractpub_date
2016-05-01 00:00:00pages
49issue
5eissn
1523-3812issn
1535-1645pii
10.1007/s11920-016-0682-5journal_volume
18pub_type
杂志文章,评审abstract：:Studies published between the beginning of 2013 and May 2015 on the neuropsychological functioning of patients with anorexia nervosa compared with healthy participants framed in the context of the Research Domain Criteria matrix identifies evidence for functional differences in three domains: Negative Valance Systems-...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-015-0651-4
更新日期：2016-02-01 00:00:00
abstract：:This review addresses the influence of ethnicity on the expression of psychotic symptoms and the implications for evaluating and treating patients of diverse backgrounds. Growing clinical and population research from Europe and the United States supports a dimensional interpretation of psychosis, yet the evidence sugg...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-008-0037-y
更新日期：2008-06-01 00:00:00
abstract：:Attention-deficit hyperactivity disorder (ADHD) and substance use disorders (SUDs) may have common etiologies. ADHD is more prevalent in patients with substance use disorders, and this pattern is consistent across different substances of abuse. Individuals with SUDs and ADHD exhibit significant variations in their cli...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-017-0769-7
更新日期：2017-03-01 00:00:00
abstract：:Poststroke depression (PSD) is a form of geriatric depression that is associated with various negative outcomes. This article reviews existing research concerning the etiology, treatment, and prevention of PSD with particular emphasis on the development of a biopsychosocial conceptualization of PSD etiology and treatm...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-006-0078-z
更新日期：2006-02-01 00:00:00
abstract：PURPOSE OF REVIEW:Telemental health, which is treatment mediated by technology, is an increasingly common method of delivering mental health care. However, its impact on the therapeutic alliance is unclear. This review examines studies of telemental health and its impact on therapeutic alliance. RECENT FINDINGS:Findin...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-019-1055-7
更新日期：2019-07-08 00:00:00
abstract：:Adolescents with major depressive disorder (MDD), their families and clinicians experience significant challenges when weighing the potential risks versus benefits of available choices in the treatment of MDD. Although MDD is highly prevalent in adolescents and is associated with marked suffering, impairment and risk ...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-005-0063-y
更新日期：2005-12-01 00:00:00
abstract：PURPOSE OF REVIEW:To examine the most recent published evidence (2016-2019) regarding the treatment of adolescent substance use disorders and to provide an update on evidence-based strategies, adjunctive interventions, and methods to improve currently established treatment approaches. RECENT FINDINGS:Recent evidence s...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-019-1086-0
更新日期：2019-09-14 00:00:00
abstract：PURPOSE OF REVIEW:We review recent research investigating the relationship of hormonal contraceptives and mood with a focus on relevant underlying mechanisms, such as emotion recognition and reactivity, reward processing, and stress response. RECENT FINDINGS:Adverse effects of hormonal contraceptives (HCs) on mood see...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-019-1095-z
更新日期：2019-11-07 00:00:00
abstract：PURPOSE OF REVIEW:Neuroactive steroid hormones, such as estradiol and progesterone, likely play a role in the pathophysiology of female-specific psychiatric disorders such as premenstrual dysphoric disorder (PMDD) and postpartum depression and may contribute to the marked sex differences observed in the incidence and p...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-018-0906-y
更新日期：2018-05-18 00:00:00
abstract：PURPOSE OF REVIEW:Attention deficit/hyperactivity disorder (ADHD) is associated with several forms of risk-taking behavior (RTB). This paper aims to examine the scope of ADHD-related RTB, to highlight potential underlying mechanisms of this association, and to review initial evidence for interventions aimed to treat AD...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-019-1019-y
更新日期：2019-03-22 00:00:00
abstract：:Updated findings on the relationship between nicotine and depression are presented. Clinical and preclinical research on nicotine use and depression suggests that nicotine may have some properties in common with antidepressants. Updated findings involve the comorbidity of smoking and major depressive disorder (MDD), t...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-001-0040-z
更新日期：2001-12-01 00:00:00
abstract：:Insomnia is related to an increased risk of eating disorders, while eating disorders are related to more disrupted sleep. Insomnia is also linked to poorer treatment outcomes for eating disorders. However, over the last decade, studies examining sleep and eating disorders have relied on surveys, with no objective meas...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-016-0728-8
更新日期：2016-10-01 00:00:00
abstract：:Anorexia nervosa is a debilitating illness that affects mostly females and their families. Multiple physiologic disturbances are present and can be life-threatening. Nutritional rehabilitation is the foremost initial treatment goal. Assessment skills include understanding the physiologic, developmental, and psychiatri...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-010-0174-y
更新日期：2011-04-01 00:00:00
abstract：:The Surgeon General's National Action Agenda highlighted key issues that challenge the public health system in appropriately meeting the mental health needs of children and their families. Among these issues included the need for screening and early identification, improving access to appropriate mental health care, s...
journal_title：Current psychiatry reports
pub_type： 杂志文章
doi：10.1007/s11920-002-0042-5
更新日期：2002-04-01 00:00:00
abstract：:A growing body of evidence suggests that depressive disorders and anxiety disorders are much more prevalent among medically ill children and adolescents when compared with the general population, and that the presence of comorbidity may adversely affect medical outcomes and quality of life. Whereas the prevalence and ...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-007-0080-0
更新日期：2007-04-01 00:00:00
abstract：PURPOSE OF REVIEW:The purpose of this study was to review the literature on perinatal intimate partner violence, focusing on recent knowledge to guide mental health professionals on the best approaches to identify and treat women exposed to perinatal intimate partner violence. RECENT FINDINGS:Risk factors have been br...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-017-0778-6
更新日期：2017-05-01 00:00:00
abstract：:The existence of a group of psychoses that are symptomatologically and prognostically different from schizophrenia and affective psychotic disorders is supported by clinical and epidemiologic evidence. Although such "atypical" psychoses account for up to 10% of all psychotic disorders, their aetiology, pathophysiology...
journal_title：Current psychiatry reports
pub_type： 历史文章,杂志文章
doi：10.1007/s11920-001-0029-7
更新日期：2001-08-01 00:00:00
abstract：:HIV, the cause of AIDS, has infected more than 65 million people worldwide, including 1 million children. An estimated 39.5 million people are living with HIV. As of 2006, 4.3 million were newly infected, with 2.8 million occurring in sub-Saharan Africa. Rates of infection have risen more than 50% in Eastern Europe an...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-008-0020-7
更新日期：2008-04-01 00:00:00
abstract：:The present review examines the moderating role of ideology on the effects of war, armed conflict, and terrorism on youth. Ideology is an important factor given the central role played by religio-political ideology and nationalism in present-day conflicts. Ideologies or worldviews represent cognitive frameworks that i...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-016-0684-3
更新日期：2016-05-01 00:00:00
abstract：:This article aimed to systematically review the current literature regarding elevated risk of aggression in borderline personality disorder (BPD) and to review factors that differentiate aggressive from nonaggressive individuals with BPD. It has done so via a systematic review of the literature using Ovid MEDLINE and ...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-011-0244-9
更新日期：2012-02-01 00:00:00
abstract：:The comorbidity of anxiety disorders with pain has received little research attention even though recent studies show that these disorders are as likely to co-occur with chronic pain conditions as depressive disorder. Comorbid anxiety has implications for the impact and outcome of pain conditions. Even though it may b...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-008-0051-0
更新日期：2008-08-01 00:00:00
abstract：PURPOSE:We aimed to systematically review recent publications (01/2014-03/2017) with longitudinal designs allowing for the assessment of the prospective risk of insomnia on new onset mental illness in key conditions: anxiety, depression, bipolar disorder, posttraumatic stress disorder, substance use disorders, and suic...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-017-0802-x
更新日期：2017-08-01 00:00:00
abstract：:Bipolar disorder (BD) is one of the most potentially severe mental disorders. Literature data indicate that despite the current available treatments, a large proportion of patients do not achieve complete remission, with consequent residual symptoms and chronic impairment. We carried out a comprehensive review of new ...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-011-0231-1
更新日期：2011-12-01 00:00:00
abstract：:This review provides clinicians and individuals with bipolar disorder (BD) with an overview of evidence-based skills shown to be effective in BD and amenable to self-management including psychoeducation; monitoring moods, medications, and social function; sleep hygiene; setting goals and relapse plans; and healthy lif...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-014-0485-5
更新日期：2014-09-01 00:00:00
abstract：:Relapse is a highly prevalent phenomenon in addiction. This paper examines the new research on identifying biological factors that contribute to addiction relapse risk. Prospective studies examining relapse risk are reviewed, and clinical, biological, and neural factors that predict relapse risk are identified. Clinic...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-011-0224-0
更新日期：2011-10-01 00:00:00
abstract：:Depressive disorders are among the most common ailments affecting humankind and some of the world's leading causes of medical disability. Despite being common, disabling and a major public health problem, the etiology of depression is unknown. Indeed, investigators have suggested that the causes of depression are mult...
journal_title：Current psychiatry reports
pub_type： 杂志文章
doi：10.1007/s11920-013-0386-z
更新日期：2013-09-01 00:00:00
abstract：PURPOSE OF REVIEW:The purpose of this review is to provide a theoretical explanation and a review of the recent literature concerning the role of neuroactive steroids in perinatal depression, and to use this information to suggest future directions of research. RECENT FINDINGS:The bulk of the evidence on neuroactive s...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-018-0937-4
更新日期：2018-08-09 00:00:00
abstract：:Stress has been identified as a key risk factor for a multitude of human pathologies. However, stress by itself is often not sufficient to induce a disease, as a large contribution comes from an individual's genetic background. Therefore, many stress models have been created to investigate this so-called gene-environm...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-012-0256-0
更新日期：2012-04-01 00:00:00
abstract：:Knowledge of gonadal hormone-related influences on human brain anatomy, function, and chemistry is scarce. The present review scrutinized organizational and functional neuroimaging correlates of the menstrual cycle and premenstrual dysphoric disorder (PMDD). Supportive evidence of cyclic short-term structural and func...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-015-0619-4
更新日期：2015-10-01 00:00:00
abstract：:Effective treatments for co-occurring schizophrenia and substance abuse have emerged over the past 15 years. They involve integration and melding of mental health and substance abuse treatments, helping people to acquire the skills and supports they need to manage both illnesses and to pursue functional goals, and a c...
journal_title：Current psychiatry reports
pub_type： 杂志文章,评审
doi：10.1007/s11920-996-0037-8
更新日期：2001-10-01 00:00:00
