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Books > Medicine > Other branches of medicine > Psychiatry
Attention deficit hyperactivity disorder (ADHD) is a common neurobehavioral disorder affecting 5-10% of children and adolescents and 3% of adults. Attention Deficit Hyperactivity Disorder: From Genes to Patients aims to provide a comp- hensive, state-of-the-art overview of the critical aspects of ADHD, and hopefully will serve as a quick and up-to-date reference source for professionals with an int- est in ADHD. The book is divided into three major areas that follow an historical survey. The first group of chapters deals with current theories on the pathophysiology of ADHD, and focuses on neurotransmitters and the contributions and validity of animal m- els. The second section emphasizes the evaluation and treatment of patients with ADHD, from the day-to-day approach by the clinical psychologist to the more sophisticated anatomical and functional imaging strategies that have emerged in the last decade. In addition, chapters dealing with specific impairments, such as those pertaining to reading, social interaction, and working memory, are also included for more detailed analysis of these important aspects and their respective contributions to global functioning. The third and final section provides an expanded review on the pharmacotherapy of ADHD and the appropriate methods for selection of specific drugs for individual patients based on drug kinetics and gene expression. David Gozal, MD Dennis L. Molfese, PhD vii CONTENTS Dedication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . v Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii Contributors. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xi 1 Historical Aspects of Attention Deficit Hyperactivity Disorder . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Roscoe A. Dykman 2 Scanning the Genome for Attention Deficit Hyperactivity Disorder . . . . . . . . . . . . . . . . . . . . . . . . .
2013 sees the centenary of Jaspers' foundation of psychopathology as a science in its own right. In 1913 Karl Jaspers published his psychiatric opus magnum - the Allgemeine Psychopathologie (General Psychopathology). Jaspers was working at a time much like our own - with rapid expansion in the neurosciences, and responding to the philosophical challenges that this raised. The idea inspiring his book was very simple: to bring order into the chaos of abnormal psychic phenomena by rigorous description, definition and classification, and to empower psychiatry with a valid and reliable method to assess and make sense of abnormal human subjectivity. After almost one century, many of the concepts challenged by Jaspers are still at issue, and Jaspers' investigation is even now the ground for analyses and discussions. With a new edition of the Diagnostic and Statistical Manual (DSM) imminent, many of the issues concerning methodology and diagnosis are still the subject of much discussion and debate. This volume brings together leading psychiatrists and philosophers to discuss and evaluate the impact of this volume, its relevance today, and the legacy it left. "Jaspers' General Psychopathology is not an easy text to read. Especially nowadays, in the Internet era, it may appear in several parts obscure, convoluted, or repetitive. This is why the present volume has the potential to be not only attractive to scholars, but also extremely useful for young psychiatrists and busy clinicians. It may represent for them a 'guide' to the reading of that ponderous text, helping them to extract the key messages that are likely to resonate with, and at the same time enrich, their clinical practice and theoretical reflection." - From the Introduction by Mario Maj
Technical Foundations of Neurofeedback provides, for the first time, an authoritative and complete account of the scientific and technical basis of EEG biofeedback. Beginning with the physiological origins of EEG rhythms, Collura describes the basis of measuring brain activity from the scalp and how brain rhythms reflect key brain regulatory processes. He then develops the theory as well as the practice of measuring, processing, and feeding back brain activity information for biofeedback training. Combining both a "top down" and a "bottom up" approach, Collura describes the core scientific principles, as well as current clinical experience and practical aspects of neurofeedback assessment and treatment therapy. Whether the reader has a technical need to understand neurofeedback, is a current or future neurofeedback practitioner, or only wants to understand the scientific basis of this important new field, this concise and authoritative book will be a key source of information. .
This book contains a comprehensive review of the current research advances in late life mood disorders. This detailed review reflects the new understanding of neurobiology and psychosocial origins of geriatric mood disorders in the first decade of the 21st Century and is provided by the international group of leading experts in the field. The review of the latest developments and "gold standards" of care or methodologies in geriatric mood disorders is complemented by the anticipated future directions of research and translation into clinical practice. Our volume targets a broad audience of clinical researchers and clinicians. The content of the book will increase clinicians' and researcher's competency in recent research findings, and broaden their diagnostic and therapeutic perspectives and power of observation that will prepare them to deal with the challenges of finding appropriate effective treatments for older adults with mood disorders. The discussion of the data is presented in a textbook format and can be used for training of students of geriatric mental health. Individual chapters can be used as references on a particular topic for interested individuals, and obtained online. Clinicians and researchers who are dedicated to the treatment and study of mood disorders in older people might consider this volume an essential part of their library.
Real-world and clinical trial data support that clozapine is the only effective antipsychotic for treatment resistant schizophrenia and other severe mental illnesses. Clozapine also reduces rates of suicidality, psychiatric hospitalization and all-cause mortality. However, clozapine is underutilized for two reasons: misunderstandings of its efficacy benefits and misapprehension of, limited knowledge or misinformation about the management of treatment related risks and adverse effects. In response to worldwide efforts to promote clozapine use, this user-friendly Handbook provides clinicians with evidence-based approaches for patient management, as well as logical approaches to the management of clinical situations and adverse effects. It outlines clearly the rationale for specific management decisions and prioritises the options based on this logic. This Handbook is designed for use by clinicians worldwide and is essential reading for all mental health care professionals.
Big Data in Psychiatry and Neurology provides an up-to-date overview of achievements in the field of big data in Psychiatry and Medicine, including applications of big data methods to aging disorders (e.g., Alzheimer's disease and Parkinson's disease), mood disorders (e.g., major depressive disorder), and drug addiction. This book will help researchers, students and clinicians implement new methods for collecting big datasets from various patient populations. Further, it will demonstrate how to use several algorithms and machine learning methods to analyze big datasets, thus providing individualized treatment for psychiatric and neurological patients. As big data analytics is gaining traction in psychiatric research, it is an essential component in providing predictive models for both clinical practice and public health systems. As compared with traditional statistical methods that provide primarily average group-level results, big data analytics allows predictions and stratification of clinical outcomes at an individual subject level.
Munara, ngai wanggandi Marni na pudni Lairma yertaamma. Wortangga, Mami na pudni Banba-banbalyanna. Tirramangkotti turiduri ngarkuma birra. Ngai Birko-mankolankola Tandanyanku. Naityo Yungadalya, Yakkandulya. First, let me welcome you all to Kaurna country. Next, I welcome you all to the S- cide Prevention Conference as an ambassador of the Adelaide people. For thousands of years, Kaurna people have held conferences in this country with the Nukunu, the Ngadjuri, and the Narrunga. Whole groups of Aboriginal people came - gether and had Banba-banbalya, which was a conference, discussed their differences and new ideas. This country has always had education and the Kaurna people were the edu- tors. I'm proud to say they led the way in conferencing and education. All of the univer- ties in this state have Kaurna names for their Aboriginal Education Units. The University of South Australia has the Kaurna Higher Education Centre as its main campus and the Yunguni ("to communicate") building at the new campus, Yunggondi, which means "to give information," is at the Flinders University. The Adelaide University has Woldo Yerlo, which means "sea eagle" and is the totem of my aunt. Aunty Glad was the matriarch of the Kaurna people in this city and also helped found Tauondi, which became the Aboriginal College. She helped introduce Aboriginal people to f- malized education.
The book comprises biographical notes, of about 1000 words each, with a portrait photo, of 90 influential figures of the famous prewar Viennese school of neuropsychiatry, appearing together for the first time in a single volume. The entries focus on the academic lives and scientific contributions of pioneers in the neurological sciences viewed from a modern perspective. These updated profiles are based on substantial new research. The book includes a wide range of people, some famous Nobel laureates, and others less well known, from the era when Vienna was the epicenter of brain research. Despite the tragic circumstances of two World Wars, these pioneers remained resilient, willing to help others with an admirable dignity against adversity that leaves an indelible lesson to the later generations. Some fell victim of the Holocaust. Others overcame the constraints of National Socialism and ultimately settled overseas to nurture their ambitions and pursue their intellectual goals as physicians, researchers, and teachers. The monograph is a useful source for scholars interested in the evolution of ideas in basic neuroscience, clinical neurology, and neuropsychiatry, and the investigators who effected them.
Non-suicidal self-injury and eating disorders represent significant problems among today's youth and pose unique challenges for clinicians, particularly when they co-occur. This book is a rare resource in that it provides cutting-edge information on the interactions between self-injury and disordered eating, empirically informed treatments for the co-occurrence of these behaviors, and specific topics relevant to understanding nuances in the risk factors, treatment, and prevention of both self-injury and eating disorders. Practitioners, graduate students, and researchers working within this specialized area will find this text to be instrumental in advancing their knowledge and improving the treatment of self-injury in those with eating disorders.
This book explains why suicide can be alluring to a person aiming to stop his or her traumatic pain-whether its source is bullying, sexual assault, war combat, or other PTSD-invoking events-and details approaches that can prevent suicide. Suicide has been a taboo topic in Western culture. The mere mention of suicide sparks reactive responses that include medical, moral, spiritual, and religious debates. As a result, the authors open an important discussion here, offering an honest and non-judgmental examination of the many aspects involved in the nature of suicide, explaining that above all, people need to learn how to support those struggling with suicidal thoughts or to intercept their own suicidal thinking. The book also includes an extensive review and evaluation of the many available mental health treatments. Special consideration is given to military suicides. U.S. soldier suicides exceed one per day and continue to rise in all military branches, while veteran suicide rates are even higher, averaging 17 per day. Communities, families, veterans, and service members are in need of tools and insights for coping with, navigating, and exposing the suicidal attitudes affecting many current and former members of the military. Incorporates academic research, media coverage, and the authors' personal experiences Includes topics associated with forms of suicide not widely addressed in other books, including evolutionary psychology, traumatic brain injury, prescription drug side-effects, and shamanism Addresses suicide in the general population as well as within the cadre of some of the nation's newest veterans-those who served in the Afghanistan and Iraq wars
This study presents an overview of the relationship between biomedical policy and mental health. It explores a broad array of biomedical research and technology issues which impact mental health policy, and it examines how the very conduct of biomedical research and the use of its technology have implications for the mental health of people. Synthesizing mental health history, law, policy, and treatment, Donna Kemp highlights mental health and reproductive technology and research, prevention issues, identification of and intervention in cases of mental disability, and drug treatment and experimentation issues.
Just over a century after the publication of Sir William Gowers' famous last book, The Border-land of Epilepsy, Faints, Vagal Attacks, Vertigo, Migraine, Sleep Symptoms, and their Treatment, this book returns to the "borderland of epilepsy - near it, but not of it", i.e. to disorders which may be mistaken for epilepsy or which are associated with epilepsy and can develop into or out of epileptic seizures. Internationally recognized experts, provide up-to-date knowledge in all areas covered in Gowers' original publication and also in those borderlands redefined since - including anxiety or hyperventilation attacks, psychogenic nonepileptic seizures, epileptic and nonepileptic encephalopathies, autism, autoimmune encephalopathies, Tourette's Syndrome, transient ischemic attacks, transient global amnesia, myoclonus, alcohol-related seizures, hyperekplexia and dyskinesia, stereotypical behaviors, organic personality disorder and episodic dyscontrol syndrome. The Borderland of Epilepsy Revisited addresses conditions presenting in children, adolescents and adults. Case reports and tables (especially those which address the differential diagnosis of epilepsy and the disorders discussed) make the book accessible and clinically useful.
This new, and heavily revised, edition of Psychopharmacology, provides a comprehensive scientific study of the effects of drugs on the mind and behaviour. With the growing prevalence of psychiatric and behavioral disorders and the rapid advances in the development of new drug therapies, this textbook offers an essential understanding of the necessary details of drug action. The book presents its coverage in the context of the behavioral disorders they are designed to treat, rather than by traditional drug classifications, to strengthen understanding of the underlying physiology and neurochemistry, as well as the approaches to treatment. Each disorder from the major diagnostic categories is discussed from a historical context along with diagnostic criteria and descriptions of typical cases. In addition, what we presently know about the underlying pathology of each disorder is carefully described. Providing a solid foundation in psychology, neuroanatomy and physiology, the book also offers a critical examination of drug claims, as well as coverage of evidence-based alternatives to traditional drug therapies. Throughout, this text discusses how drug effectiveness is measured in both human and animal studies. Topics new to this edition include: a stronger emphasis on the environmental impacts on drug effectiveness; more on the mechanisms of adverse reactions to drugs and information on managing drug side effects; the risks and benefits of using "mood stabilizing drugs" to address behavior in youth with ADHD or ASD; and discussion of the research-to-practice gap in pharmacological care for children and adolescents. Accompanied by a robust companion website of instructor materials, this textbook is ideal for undergraduate and pre-professional students on courses in Psychopharmacology, Clinical Psychopharmacology, Drugs and Behavior. It is a valuable contribution to highlight the symbiotic relationship between psychopharmacology and the neural and behavioral sciences.
The troubling increase in treatment resistance in psychiatry has many culprits: the rise of biomedical psychiatry and corresponding sidelining of psychodynamic and psychosocial factors; the increased emphasis on treating the symptoms rather than the person; and a greater focus on the electronic medical record rather than the patient, all of which point to a breakdown in the person-centered prescriber-patient relationship. Psychodynamic Psychopharmacology illuminates a new path forward. It examines the psychological and interpersonal mechanisms of pharmacological treatment resistance, integrating research on evidence-based prescribing processes with psychodynamic insights and skills to enhance treatment outcomes for patients who are difficult to treat. The first part of the book explores the evidence base that guides how, rather than simply what, to prescribe. It describes precisely what psychodynamic psychopharmacology is and why its emphasis on combining the often-neglected psychosocial aspects of medication with biomedical considerations provides a more optimized approach to addressing treatment resistance. Part II delves into the psychodynamics that contribute to pharmacological treatment resistance, both when patients' ambivalence about their illness, the medication itself, or their prescriber manifests in nonadherence and when medications support a negative identity or are used as replacements for healthy capacities. Readers will gain basic skills for addressing the psychological and interpersonal dynamics that underpin both scenarios and will be better positioned to ameliorate interferences with the healthy use of medications. The final section of the book offers detailed technical recommendations for addressing pharmacological treatment resistance. It tackles issues that include countertransference-driven irrational prescribing; primitive dynamics, such as splitting and projective identification; and the overlap between psychopharmacological treatment resistance and the dynamics of treatment nonadherence and nonresponse in integrated and collaborative medical care settings. By putting the individual patient back at the center of the therapeutic equation, psychodynamic psychopharmacology, as outlined in this book, offers a model that moves beyond compliance and emphasizes instead the alliance between patient and prescriber. In doing so, it empowers patients to become more active contributors in their own recovery.
The book provides a new theory of well-being designed to integrate many disparate concepts of well-being, such as subjective well-being, personal happiness, mental well-being, emotional well-being, psychological well-being, hedonic well-being, social well-being, life satisfaction, domain satisfaction, and eudaimonia. It lays the foundation for a new a theory of mental well-being based on a hierarchical perspective of positive mental health and guided by the concept of positive balance. Written by a well-known expert in the field, this book addresses the issue of positive balance related to physiological, emotional, cognitive, meta-cognitive, developmental and social-ecological levels of an individual and analyses the factors at each level that contribute to an individual's positive mental health experience. It discusses in detail the effects of neurochemicals such as dopamine, serotonin, or cortisol; positive and negative affect; satisfaction in salient and multiple life domains vis-a-vis dissatisfaction in life domains; positive versus negative evaluations about one's life using certain standards of comparison; positive psychological traits of personal growth and intrinsic motivation, etc. vis-a-vis negative traits like pessimism and impulsiveness; and perceived social resources like social contribution and social actualization vis-a-vis perceived constraints like exclusion and ostracism. This original work is of interest to students, researchers and practitioners of quality of life and wellbeing studies, positive psychology, developmental psychology and mental health..
Practical Psychopharmacology takes the novel approach of writing at three different levels-beginning, intermediate, and advanced-to give the practicing psychopharmacologist a tailored experience. Each chapter focuses on a specific DSM-5 disorder and outlines abbreviated treatment guidelines to help the reader understand where their knowledge base and clinical practice currently resides. At the first level, the book teaches novice prescribers practical diagnostic skills and provides a brief overview of pertinent genetic and neuroimaging findings to increase prescribing confidence. Next, it provides mid-level clinicians with intermediate techniques and guidelines for more difficult cases. The final level provides nuanced guidance for advanced practitioners or those who see the most treatment-resistant patients. This approach allows a clinician to access this book periodically throughout the care of an individual patient and to gradually progress through a series of more advanced psychopharmacological techniques for making accurate and efficient diagnoses. Readers can also visit the book's eResource page to download a bonus chapter on eating disorders as well as case studies and multiple-choice questions for each chapter.
Psychiatric and psychological practice and research is critically dependent on diagnosis. Yet the nature of psychiatric diagnosis and the rules by which disorders should be created and organized have been highly controversial for over 100 years. Unlike simple medical disorders (like infectious diseases), psychiatric disorders cannot be traced to one simple etiologic agent. The last two generations have seen major conceptual shifts in the approach to diagnosis with the rise of operationalized criteria and an emphasis on a descriptive rather than etiological approach to diagnosis. The interest in psychiatric diagnoses is particularly heightened now because both of the major psychiatric classifications in the world - DSM and ICD - are now undergoing major revisions. What makes psychiatric nosology so interesting is that it sits at the intersection of philosophy, empirical psychiatric/psychological research, measurement theory, historical tradition and policy. This makes the field fertile for a conceptual analysis. This book brings together established experts in the wide range of disciplines that have an interest in psychiatric nosology. The contributors include philosophers, psychologists, psychiatrists, historians and representatives of the efforts of DSM-III, DSM-IV and DSM-V. Some of the questions addressed include i) what is the nature of psychiatric illness? Can it be clearly defined and if so how? ii) What is the impact of facts versus values in psychiatric classification? iii) How have concepts of psychiatric diagnosis changed over time? iv) How can we best conceptualize the central idea of diagnostic validity? And v) Can psychiatric classification be a cumulative enterprise seeking improvements at each iteration of the diagnostic manual? Each individual chapter is introduced by the editors and is followed by a commentary, resulting in a dynamic discussion about the nature of psychiatric disorders. This book will be valuable for psychiatrists, psychologists and other mental health trainees and professionals with an interest in the questions and problems of psychiatric diagnosis, as well as philosophers and philosophy students interested in the problems posed by psychiatry, particularly those working in the philosophy of science.
This book provides a definitive account of koro, a topic of long-standing interest in the field of cultural psychiatry in which the patient displays a fear of the genitals shrinking and retracting. Written by Professor A.N. Chowdhury, a leading expert in the field, it provides a comprehensive overview of the cultural, historical and clinical significance of the condition that includes both cutting-edge critique and an analysis of research and accounts from the previous 120 years published literature. The book begins by outlining the definition, etymology of the term, and clinical features of koro as a culture-bound syndrome, and contextualizes the concept with reference to its historical origins and local experience in Southeast Asia, and its subsequent widespread occurrence in South Asia. It also critically examines the concept of culture-bound disorder and the development of the terminology, such as cultural concepts of distress, which is the term that is currently used in the DSM-5. Subsequent chapters elaborate the cultural context of koro in Chinese and South Asian cultures, including cultural symbolic analysis of associations with animals (fox and turtle) and phallic imagery based on troubling self-perceived aspects of body image that is central to the concept. The second section of the book offers a comprehensive, global literature review, before addressing the current status and relevance of koro, clinically relevant questions of risk assessment and forensic issues, and research methodology. This landmark work will provide a unique resource for clinicians and researchers working in cultural psychiatry, cultural psychology, anthropology, medical sociology, social work and psychosexual medicine.
Following injury or disease, neural circuitry can be altered to
varying degrees leading to highly individualized characteristics
that may or may not resemble original function. In addition, lost
or partially damaged circuits and the effects of biological
recovery processes coupled with learned compensatory strategies
create a new neuroanatomy with capabilities that are often not
functional or may interfere with daily life. To date, the majority
of approaches used to treat neurological dysfunction have focused
on the replacement of lost or damaged function, usually through the
suppression of surviving neural activity and the application of
mechanical assistive devices. Restorative Neurology of Spinal Cord
Injury offers a different and novel approach.
The term "depression" covers a wide spectrum of conditions ranging from mild despondency to melancholia, the very deepest form of depression. Natural despondency is not a disease but simply a part of life. Depression, however, is a common psychiatric illness that must be identified and treated in the same manner as other illnesses. Depression: The Facts, Second Edition provides a simple, yet comprehensive overview of depression for sufferers, their friends, and families. It contains case-study descriptions and can serve as a quick-reference for those with a medical background. It succinctly details the signs and symptoms of clinical depression, as well as the process of diagnosis and the different subtypes, including major depression, dysthymia, manic depression disorders, and seasonal affective disorder. The second part of the book covers the current understanding of the causes of depression, based on the scientific evidence. The book concludes with a review of treatment options and practical guidance on self-help in depression, as well as useful advice for family and friends. The main aim of this book is to reach those who need help and want to understand themselves and their condition more, in an easy-to-read format without an excess of medical terminology and statistics that may overwhelm the non-medically trained individual. All concepts have been broken down into bullet-points and sub-headings, to allow easy digestion of the concepts and information. This empowers the reader, and may ultimately prompt someone to seek help and support.
This information-rich volume expands current knowledge about sexually violent predators and critiques SVP laws with the goal of fostering improvements in clinical practice and public policy. It offers a finely detailed evidence base on this problematic class of offenders, including the complex interactions of biophysiological and environmental factors that contribute to criminal sexual behavior. Chapters discuss a wide range of assessment issues and instruments central to SVP evaluation, and the possibilities for developing interventions that address individual motivations and behaviors to reduce the risk of reoffending. And throughout, careful attention is paid to ongoing legal, ethical, and logical concerns regarding sexually violent offenders, their treatment and confinement, and their post-confinement placement. Among the topics covered: * Civil commitment of sex offenders. * The physiological basis of problematic sexual interests and behaviors. * Sexually violent predator evaluations: problems and proposals. * Cultural considerations in the assessment of sexually violent predators. * Management of sex offenders in community settings. * Effective use of an expert in sexually violent predator commitment hearings. Offering numerous issues for discussion and debate with considerable implications for clinical practice, policy, and the judicial system, Sexually Violent Predators will interest and enlighten forensic psychologists and psychiatrists as well as social workers, policy-makers, and legal professionals.
The Oxford Specialist Handbooks series provides readers with clear,
concise information on all that is needed to successfully train in
the medical sub-specialties. Each book gives an overview of clearly
defined procedures, skills, guidelines, and technologies and
provides practical tips and case studies to supplement hands-on
experience. Where appropriate, each book complements the revised
curriculum as developed by the Specialist Advisory Committees.
Psychopharmacology and Child Psychiatry Review: With 1200 Board-Style Questions utilized the numerous topics in child and adolescent psychiatry and psychopharmacology as present in Pediatric Psychopharmacology: Principles and Practice, Second Edition (Martin et al), distilling the most relevant questions (and answers) for the forthcoming boards. In very clear, yet challenging questions, this book will focus your knowledge on key topics in psychiatry and psychopharmacology. The question-answer format is a learning style that highlights strengths and weaknesses and mimics the Boards, giving you the opportunity to practice Boards style exams.
The care home sector is large, with over 400 000 residents in the
UK and a similar number employed within the homes. It is therefore
an area of considerable economic importance. Care home residents
are often very old, and many have multiple physical and mental
health needs, meaning that their care poses particular challenges.
They are also a distinctly and profoundly marginalised group who
are often invisible in the wider debates on quality of care
including those about care homes.
This book reviews the recent research into biological aspects of suicide behavior and outlines each of the varied, recent approaches to prevent suicide. Suicidal behavior, perhaps, is the most complex behavior that combines biological, social, and psychological factors. A new frontier and new opportunities are opening with the technologies of data acquisition and data analysis. Personalized models based on digital phenotype could provide promising strategies for preventing suicide. |
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