A hybrid AI approach for supporting clinical diagnosis of attention deficit hyperactivity disorder (ADHD) in adults

[1]  Grigoris Antoniou,et al.  Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning , 2019, Appl. Artif. Intell..

[2]  E. Balman,et al.  National Institute for Health and Care Excellence (NICE) , 2017, The Grants Register 2022.

[3]  Jing Yang,et al.  A New Approach for Transformation-Based Fuzzy Rule Interpolation , 2020, IEEE Transactions on Fuzzy Systems.

[4]  Deepali J. Joshi,et al.  Automatic Diagnosis of Attention Deficit/Hyperactivity Disorder , 2020 .

[5]  Yalin Zheng,et al.  Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity , 2019, MICCAI.

[6]  Hengshan Zhang,et al.  Sentiment Classification of Drug Reviews Using Fuzzy-rough Feature Selection , 2019, 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[7]  Grigoris Antoniou,et al.  Effective Diagnosis of Diabetes with a Decision Tree-Initialised Neuro-fuzzy Approach , 2018, UKCI.

[8]  Pan Su,et al.  Aberystwyth University Induction of accurate and interpretable fuzzy rules from preliminary crisp representation , 2018 .

[9]  S. Vibert.  Your attention please: the social and economical impact of ADHD , 2018 .

[10]  S. Fields,et al.  Adult ADHD: Addressing a unique set of challenges. , 2017, The Journal of family practice.

[11]  Pan Su,et al.  Fuzzy rule weight modification with particle swarm optimisation , 2016, Soft Comput..

[12]  L. Rohde,et al.  Adult attention-deficit hyperactivity disorder: key conceptual issues. , 2016, The lancet. Psychiatry.

[13]  J. Ramos-Quiroga,et al.  Criteria and Concurrent Validity of DIVA 2.0: A Semi-Structured Diagnostic Interview for Adult ADHD , 2016, European Psychiatry.

[14]  L. E. Arnold,et al.  Long-Term Outcomes of ADHD: Academic Achievement and Performance , 2020, Journal of attention disorders.

[15]  W. Rief,et al.  Behavioral Assessment of Core ADHD Symptoms Using the QbTest , 2015, Journal of attention disorders.

[16]  S. Dalsgaard,et al.  Mortality in children, adolescents, and adults with attention deficit hyperactivity disorder: a nationwide cohort study , 2015, The Lancet.

[17]  G. Arbanas.  Diagnostic and Statistical Manual of Mental Disorders (DSM-5) , 2015 .

[18]  Ian R. Hume,et al.  The self-esteem of adults diagnosed with attention-deficit/hyperactivity disorder (ADHD): a systematic review of the literature , 2014, ADHD Attention Deficit and Hyperactivity Disorders.

[19]  U. Müller,et al.  Occupational issues of adults with ADHD , 2013, BMC Psychiatry.

[20]  E. Walker,et al.  Diagnostic and Statistical Manual of Mental Disorders , 2013 .

[21]  Joshua M. Langberg,et al.  Patterns and Predictors of Adolescent Academic Achievement and Performance in a Sample of Children with Attention-Deficit/Hyperactivity Disorder , 2011, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

[22]  G. Salmon,et al.  Attention deficit hyperactivity disorder. , 2018, British journal of hospital medicine.

[23]  J. Thome,et al.  Is ADHD a valid diagnosis in adults? Yes , 2010, BMJ : British Medical Journal.

[24]  Philip S. Yu,et al.  Top 10 algorithms in data mining , 2007, Knowledge and Information Systems.

[25]  H. Feldman,et al.  Academic and educational outcomes of children with ADHD. , 2007, Journal of pediatric psychology.

[26]  Andy Liaw,et al.  Classification and Regression by randomForest , 2007 .

[27]  B. Löwe,et al.  A brief measure for assessing generalized anxiety disorder: the GAD-7. , 2006, Archives of internal medicine.

[28]  Rodney X. Sturdivant,et al.  Applied Logistic Regression: Hosmer/Applied Logistic Regression , 2005 .

[29]  K. Macey.  Conners' Adult ADHD Rating Scales (CAARS). , 2003 .

[30]  R. Hirschfeld.  The Mood Disorder Questionnaire: A Simple, Patient-Rated Screening Instrument for Bipolar Disorder. , 2002, Primary care companion to the Journal of clinical psychiatry.

[31]  J. Kagan,et al.  Efficacy of a mixed amphetamine salts compound in adults with attention-deficit/hyperactivity disorder. , 2001, Archives of general psychiatry.

[32]  P. Links,et al.  The Iowa Personality Disorder Screen: development and preliminary validation of a brief screening interview. , 1999, Journal of personality disorders.

[33]  O. Aasland,et al.  Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on Early Detection of Persons with Harmful Alcohol Consumption--II. , 1993, Addiction.

[34]  D. Hosmer,et al.  Applied Logistic Regression , 1991 .

[35]  H. Skinner,et al.  The drug abuse screening test. , 2013, Addictive behaviors.