Vocal Acoustic Biomarkers of Depression Severity and Treatment Response

[1]  Olga V. Demler,et al.  The epidemiology of major depressive disorder: results from the National Comorbidity Survey Replication (NCS-R). , 2003, JAMA.

[2]  Janet B W Williams,et al.  Diagnostic and Statistical Manual of Mental Disorders , 2013 .

[3]  Vasileios Hatzivassiloglou,et al.  Translating Collocations for Bilingual Lexicons: A Statistical Approach , 1996, CL.

[4]  G Molenberghs,et al.  The dysphonia severity index: an objective measure of vocal quality based on a multiparameter approach. , 2000, Journal of speech, language, and hearing research : JSLHR.

[5]  E Szabadi,et al.  Speech pause time: behavioral correlate of mood. , 1983, The American journal of psychiatry.

[6]  Henri Cohen,et al.  Bradyphrenia and Bradykinesia Both Contribute to Altered Speech in Schizophrenia: A Quantitative Acoustic Study , 2005, Cognitive and behavioral neurology : official journal of the Society for Behavioral and Cognitive Neurology.

[7]  Murray Alpert,et al.  Emotion in Speech: The Acoustic Attributes of Fear, Anger, Sadness, and Joy , 1999, Journal of psycholinguistic research.

[8]  Kristin Rosen,et al.  Automatic method of pause measurement for normal and dysarthric speech , 2010, Clinical linguistics & phonetics.

[9]  J F Greden.  Psychomotor monitoring: a promise being fulfilled? , 1993, Journal of psychiatric research.

[10]  James C Mundt,et al.  An Examination of 26,168 Hamilton Depression Rating Scale Scores Administered via Interactive Voice Response Across 17 Randomized Clinical Trials , 2006, Journal of clinical psychopharmacology.

[11]  James C Mundt,et al.  Remote capture of human voice acoustical data by telephone: A methods study , 2005, Clinical linguistics & phonetics.

[12]  David R. Williams,et al.  Cross-National Analysis of the Associations among Mental Disorders and Suicidal Behavior: Findings from the WHO World Mental Health Surveys , 2009, PLoS medicine.

[13]  T. Dinan,et al.  Cytokines: abnormalities in major depression and implications for pharmacological treatment , 2004, Human psychopharmacology.

[14]  J. Mundt,et al.  Voice acoustic measures of depression severity and treatment response collected via interactive voice response (IVR) technology , 2007, Journal of Neurolinguistics.

[15]  B. Carroll,et al.  Psychomotor function in affective disorders: an overview of new monitoring techniques. , 1981, The American journal of psychiatry.

[16]  R. Kessler,et al.  Lifetime and 12-month prevalence of DSM-III-R psychiatric disorders in the United States. Results from the National Comorbidity Survey. , 1994, Archives of general psychiatry.

[17]  S. Woods,et al.  Rater bias in a blinded randomized placebo‐controlled psychiatry trial , 2006, Statistics in medicine.

[18]  J. Mundt,et al.  Computerized assessment of depression and anxiety over the telephone using interactive voice response. , 1999, M.D. computing : computers in medical practice.

[19]  M. Alpert,et al.  Reflections of depression in acoustic measures of the patient's speech. , 2001, Journal of affective disorders.

[20]  Jun Li,et al.  Joint optimization of MIMO radar waveform and biased estimator with prior information in the presence of clutter , 2011, EURASIP J. Adv. Signal Process..

[21]  Jean Carletta,et al.  Assessing Agreement on Classification Tasks: The Kappa Statistic , 1996, CL.

[22]  F. Massey,et al.  Introduction to Statistical Analysis , 1970 .

[23]  K. Lim,et al.  A comparison of clinical ratings with vocal acoustic measures of flat affect and alogia. , 2002, Journal of psychiatric research.

[24]  D DeBrota,et al.  The problem of measurement error in multisite clinical trials. , 1998, Psychopharmacology bulletin.

[25]  Janet Fletcher,et al.  Reliability, stability, and sensitivity to change and impairment in acoustic measures of timing and frequency. , 2011, Journal of voice : official journal of the Voice Foundation.

[26]  Maria A Oquendo,et al.  Aggressivity, suicide attempts, and depression: relationship to cerebrospinal fluid monoamine metabolite levels , 2001, Biological Psychiatry.

[27]  P. Maruff,et al.  Acoustic analysis of the effects of sustained wakefulness on speech. , 2010, The Journal of the Acoustical Society of America.

[28]  M H Trivedi,et al.  The Inventory of Depressive Symptomatology, Clinician Rating (IDS-C) and Self-Report (IDS-SR), and the Quick Inventory of Depressive Symptomatology, Clinician Rating (QIDS-C) and Self-Report (QIDS-SR) in public sector patients with mood disorders: a psychometric evaluation , 2004, Psychological Medicine.

[29]  Adam P Vogel,et al.  Factors affecting the quality of sound recording for speech and voice analysis , 2009, International journal of speech-language pathology.

[30]  M. Fava,et al.  An Evaluation of the Quick Inventory of Depressive Symptomatology and the Hamilton Rating Scale for Depression: A Sequenced Treatment Alternatives to Relieve Depression Trial Report , 2006, Biological Psychiatry.

[31]  B. Carroll,et al.  Speech pause time: a marker of psychomotor retardation among endogenous depressives. , 1981, Biological psychiatry.

[32]  J H Greist,et al.  Administration of the Hamilton Depression Rating Scale using interactive voice response technology. , 1998, M.D. computing : computers in medical practice.

[33]  Robyn M Leventhal,et al.  Severity of Depression and Response to Antidepressants and Placebo: An Analysis of the Food and Drug Administration Database , 2002, Journal of clinical psychopharmacology.

[34]  R Jouvent,et al.  Speech pause time and the retardation rating scale for depression (ERD). Towards a reciprocal validation. , 1984, Journal of affective disorders.

[35]  Huaiyu Yang,et al.  Is there a placebo problem in antidepressant trials? , 2005, Current topics in medicinal chemistry.

[36]  Paul Maruff,et al.  Standardization of pitch-range settings in voice acoustic analysis , 2009, Behavior research methods.

[37]  D. Mitchell Wilkes,et al.  Acoustical properties of speech as indicators of depression and suicidal risk , 2000, IEEE Transactions on Biomedical Engineering.

[38]  Bruce M. Psaty,et al.  Minimizing bias in randomized trials: the importance of blinding. , 2010, JAMA.

[39]  Biological markers of melancholia and reclassification of depressive disorders. , 1982 .

[40]  Sun-Hwa Park,et al.  Decreased plasma BDNF level in depressive patients. , 2007, Journal of affective disorders.

[41]  M. Hamilton.  A RATING SCALE FOR DEPRESSION , 1960, Journal of neurology, neurosurgery, and psychiatry.

[42]  T. Insel,et al.  Research on major depression: strategies and priorities. , 2003, JAMA.

[43]  H Hollien,et al.  [Vocal and speech patterns of depressive patients]. , 1977, Folia phoniatrica.

[44]  C. Bai,et al.  Cytokines and serotonin transporter in patients with major depression , 2006, Progress in Neuro-Psychopharmacology and Biological Psychiatry.

[45]  R. Bornstein,et al.  A meta-analysis of antidepressant outcome under "blinder" conditions. , 1992, Journal of Consulting and Clinical Psychology.

[46]  Michael Cannizzaro,et al.  Voice acoustical measurement of the severity of major depression , 2004, Brain and Cognition.

[47]  T. Roth,et al.  Biological Markers for Depression in Chronic Pain , 1982, The Journal of nervous and mental disease.

[48]  Thomas F. Quatieri,et al.  Phonologically-based biomarkers for major depressive disorder , 2011, EURASIP J. Adv. Signal Process..

[49]  F. Holsboer,et al.  Combined Dexamethasone/Corticotropin Releasing Hormone Test Predicts Treatment Response in Major Depression–A Potential Biomarker? , 2007, Biological Psychiatry.

[50]  M. Landau.  Acoustical Properties of Speech as Indicators of Depression and Suicidal Risk , 2008 .

[51]  Janet B W Williams,et al.  A structured interview guide for the Hamilton Depression Rating Scale. , 1988, Archives of general psychiatry.

[52]  P. Moses.  The Voice of Neurosis , 1954 .

[53]  Å. Nilsonne,et al.  Acoustic analysis of speech variables during depression and after improvement , 1987, Acta psychiatrica Scandinavica.

[54]  Shortened REM latency as a psychobiological marker for psychotic depression? an age-, gender-, and polarity-controlled study , 1998, Biological Psychiatry.

[55]  J. Mundt,et al.  Is it easier to find what you are looking for if you think you know what it looks like? , 2007, Journal of clinical psychopharmacology.

[56]  D Hell,et al.  The speech analysis approach to determining onset of improvement under antidepressants , 1998, European Neuropsychopharmacology.

[57]  C. Bradshaw,et al.  Elongation of Pause-Time in Speech: A Simple, Objective Measure of Motor Retardation in Depression , 1976, British Journal of Psychiatry.

[58]  M. Åsberg,et al.  A New Depression Scale Designed to be Sensitive to Change , 1979, British Journal of Psychiatry.

[59]  Biological markers of melancholia and reclassification of depressive disorders. , 1982, L'Encephale.

[60]  B. Carroll,et al.  Decrease in speech pause times with treatment of endogenous depression. , 1980, Biological psychiatry.

[61]  J. Mundt,et al.  Anchoring perceptions of clinical change on accurate recollection of the past: memory enhanced retrospective evaluation of treatment (MERET). , 2007, Psychiatry (Edgmont (Pa. : Township)).