This paper is in the following e-collection/theme issue:

Tutorial (60)
Missing Data Approaches in eHealth Research: Simulation Study and a Tutorial for Nonmathematically Inclined Researchers

Missing Data Approaches in eHealth Research: Simulation Study and a Tutorial for Nonmathematically Inclined Researchers

Missing Data Approaches in eHealth Research: Simulation Study and a Tutorial for Nonmathematically Inclined Researchers

Authors of this article:

Matthijs Blankers1, 2 ;   Maarten W J Koeter1 ;   Gerard M Schippers1, 2
Article Authors Cited by (137) Tweetations Metrics

Journals

  1. Eysenbach G. CONSORT-EHEALTH: Improving and Standardizing Evaluation Reports of Web-based and Mobile Health Interventions. Journal of Medical Internet Research 2011;13(4):e126 View
  2. van Lettow B, de Vries H, Burdorf A, Boon B, van Empelen P. Aanpak van overmatig alcoholgebruik onder volwassenen in een RCT. Verslaving 2014;11(4):214 View
  3. Riper H, Andersson G, Christensen H, Cuijpers P, Lange A, Eysenbach G. Theme Issue on E-Mental Health: A Growing Field in Internet Research. Journal of Medical Internet Research 2010;12(5):e74 View
  4. Yang F, Banerjee T, Narine K, Shah N. Improving pain management in patients with sickle cell disease from physiological measures using machine learning techniques. Smart Health 2018;7-8:48 View
  5. Smit E, de Vries H, Hoving C. Effectiveness of a Web-Based Multiple Tailored Smoking Cessation Program: A Randomized Controlled Trial Among Dutch Adult Smokers. Journal of Medical Internet Research 2012;14(3):e82 View
  6. Becker J, Haug S, Sullivan R, Schaub M. Effectiveness of Different Web-Based Interventions to Prepare Co-Smokers of Cigarettes and Cannabis for Double Cessation: A Three-Arm Randomized Controlled Trial. Journal of Medical Internet Research 2014;16(12):e273 View
  7. Kok R, van Straten A, Beekman A, Bosmans J, de Neef M, Cuijpers P. Effectiveness and cost-effectiveness of web-based treatment for phobic outpatients on a waiting list for psychotherapy: protocol of a randomised controlled trial. BMC Psychiatry 2012;12(1) View
  8. Aardoom J, Dingemans A, Van Furth E. E-Health Interventions for Eating Disorders: Emerging Findings, Issues, and Opportunities. Current Psychiatry Reports 2016;18(4) View
  9. Chan W, Au-Yeung S. Recovery in the Severely Impaired Arm Post-Stroke After Mirror Therapy. American Journal of Physical Medicine & Rehabilitation 2018;97(8):572 View
  10. Johansson P, Westas M, Andersson G, Alehagen U, Broström A, Jaarsma T, Mourad G, Lundgren J. An Internet-Based Cognitive Behavioral Therapy Program Adapted to Patients With Cardiovascular Disease and Depression: Randomized Controlled Trial. JMIR Mental Health 2019;6(10):e14648 View
  11. Cosio D, Lin E. Effects of a Pain Education Program for Veterans with Chronic, Noncancer Pain: A Pilot Study. Journal of Pain & Palliative Care Pharmacotherapy 2013;27(4):340 View
  12. Smit E, Hoving C, Schelleman-Offermans K, West R, de Vries H. Predictors of successful and unsuccessful quit attempts among smokers motivated to quit. Addictive Behaviors 2014;39(9):1318 View
  13. Cheshire P, Gibbons S, Mouland J. Social tenants’ health: evaluating the effectiveness of landlord interventions. Journal of Epidemiology and Community Health 2018;72(5):413 View
  14. Schaub M, Wenger A, Berg O, Beck T, Stark L, Buehler E, Haug S. A Web-Based Self-Help Intervention With and Without Chat Counseling to Reduce Cannabis Use in Problematic Cannabis Users: Three-Arm Randomized Controlled Trial. Journal of Medical Internet Research 2015;17(10):e232 View
  15. Hennemann S, Beutel M, Zwerenz R. Ready for eHealth? Health Professionals’ Acceptance and Adoption of eHealth Interventions in Inpatient Routine Care. Journal of Health Communication 2017;22(3):274 View
  16. Champion L, Economides M, Chandler C, Moitra E. The efficacy of a brief app-based mindfulness intervention on psychosocial outcomes in healthy adults: A pilot randomised controlled trial. PLOS ONE 2018;13(12):e0209482 View
  17. Kong J, Zhu L, Wang H, Li Y, Guo A, Gao C, Miao Y, Wang T, Lu X, Zhu H, Patrick D. Effectiveness of the Chronic Care Model in Type 2 Diabetes Management in a Community Health Service Center in China: A Group Randomized Experimental Study. Journal of Diabetes Research 2019;2019:1 View
  18. Cunningham J, Shorter G, Murphy M, Kushnir V, Rehm J, Hendershot C. Randomized Controlled Trial of a Brief Versus Extended Internet Intervention for Problem Drinkers. International Journal of Behavioral Medicine 2017;24(5):760 View
  19. Fisher R, Cobley C, Potgieter I, Moody A, Nouri F, Gaynor C, Byrne A, Walker M. Is Stroke Early Supported Discharge still effective in practice? A prospective comparative study. Clinical Rehabilitation 2016;30(3):268 View
  20. Cosio D, Schafer T. Implementing an acceptance and commitment therapy group protocol with veterans using VA’s stepped care model of pain management. Journal of Behavioral Medicine 2015;38(6):984 View
  21. Dagöö J, Asplund R, Bsenko H, Hjerling S, Holmberg A, Westh S, Öberg L, Ljótsson B, Carlbring P, Furmark T, Andersson G. Cognitive behavior therapy versus interpersonal psychotherapy for social anxiety disorder delivered via smartphone and computer: A randomized controlled trial. Journal of Anxiety Disorders 2014;28(4):410 View
  22. Sundström C, Gajecki M, Johansson M, Blankers M, Sinadinovic K, Stenlund-Gens E, Berman A, Gluud L. Guided and Unguided Internet-Based Treatment for Problematic Alcohol Use – A Randomized Controlled Pilot Trial. PLOS ONE 2016;11(7):e0157817 View
  23. Smit E, Hoving C, Cox V, de Vries H. Influence of recruitment strategy on the reach and effect of a web-based multiple tailored smoking cessation intervention among Dutch adult smokers. Health Education Research 2012;27(2):191 View
  24. Ammann R, Vandelanotte C, de Vries H, Mummery W. Can a Website-Delivered Computer-Tailored Physical Activity Intervention Be Acceptable, Usable, and Effective for Older People?. Health Education & Behavior 2013;40(2):160 View
  25. Bolier L, Majo C, Smit F, Westerhof G, Haverman M, Walburg J, Riper H, Bohlmeijer E. Cost-effectiveness of online positive psychology: Randomized controlled trial. The Journal of Positive Psychology 2014;9(5):460 View
  26. Cosio D, Ariel-Donges A. Does Cognitive Behavioral Therapy increase acceptance of chronic pain amongst veterans?. Journal of Behavioral and Cognitive Therapy 2020;30(4):283 View
  27. Arnaud N, Baldus C, Elgán T, De Paepe N, Tønnesen H, Csémy L, Thomasius R. Effectiveness of a Web-Based Screening and Fully Automated Brief Motivational Intervention for Adolescent Substance Use: A Randomized Controlled Trial. Journal of Medical Internet Research 2016;18(5):e103 View
  28. Noviandi I, Sumitra I. Classification Consumer Credit for Missing Value Dataset. IOP Conference Series: Materials Science and Engineering 2018;407:012173 View
  29. Philipsson A, Duberg A, Möller M, Hagberg L. Cost-utility analysis of a dance intervention for adolescent girls with internalizing problems. Cost Effectiveness and Resource Allocation 2013;11(1):4 View
  30. Buhrman M, Fredriksson A, Edström G, Shafiei D, Tärnqvist C, Ljótsson B, Hursti T, Gordh T, Andersson G. Guided Internet‐delivered cognitive behavioural therapy for chronic pain patients who have residual symptoms after rehabilitation treatment: Randomized controlled trial. European Journal of Pain 2013;17(5):753 View
  31. Shortreed S, Bogart A, McClure J. Using Multiple Imputations to Accommodate Time-Outs in Online Interventions. Journal of Medical Internet Research 2013;15(11):e252 View
  32. Bodryzlova Y. Open Trial of Inference-Based Therapy in the Treatment of Compulsive Hoarding. Journal of Psychology & Clinical Psychiatry 2016;6(6) View
  33. Neilson K, Ftanou M, Monshat K, Salzberg M, Bell S, Kamm M, Connell W, Knowles S, Sevar K, Mancuso S, Castle D. A Controlled Study of a Group Mindfulness Intervention for Individuals Living With Inflammatory Bowel Disease. Inflammatory Bowel Diseases 2016;22(3):694 View
  34. Cosio D, Lin E. Effects of a pain education program in Complementary and Alternative Medicine treatment utilization at a VA medical center. Complementary Therapies in Medicine 2015;23(3):413 View
  35. Mavrogiorgou A, Kiourtis A, Perakis K, Miltiadou D, Pitsios S, Kyriazis D. Analyzing data and data sources towards a unified approach for ensuring end-to-end data and data sources quality in healthcare 4.0. Computer Methods and Programs in Biomedicine 2019;181:104967 View
  36. Ho H, Mui M, Wan A, Yew C, Lam T, Chan S, Stewart S. Family Meal Practices and Well-Being in Hong Kong: The Mediating Effect of Family Communication. Journal of Family Issues 2018;39(16):3835 View
  37. Meyer B, Weiss M, Holtkamp M, Arnold S, Brückner K, Schröder J, Scheibe F, Nestoriuc Y. Protocol for the ENCODE trial: evaluating a novel online depression intervention for persons with epilepsy. BMC Psychiatry 2017;17(1) View
  38. Drost R, Paulus A, Jander A, Mercken L, de Vries H, Ruwaard D, Evers S. A Web-Based Computer-Tailored Alcohol Prevention Program for Adolescents: Cost-Effectiveness and Intersectoral Costs and Benefits. Journal of Medical Internet Research 2016;18(4):e93 View
  39. Blankers M, Koeter M, Schippers G. Baseline predictors of treatment outcome in Internet-based alcohol interventions: a recursive partitioning analysis alongside a randomized trial. BMC Public Health 2013;13(1) View
  40. Baumeister H, Nowoczin L, Lin J, Seifferth H, Seufert J, Laubner K, Ebert D. Impact of an acceptance facilitating intervention on diabetes patients’ acceptance of Internet-based interventions for depression: A randomized controlled trial. Diabetes Research and Clinical Practice 2014;105(1):30 View
  41. Meyer B, Bierbrodt J, Schröder J, Berger T, Beevers C, Weiss M, Jacob G, Späth C, Andersson G, Lutz W, Hautzinger M, Löwe B, Rose M, Hohagen F, Caspar F, Greiner W, Moritz S, Klein J. Effects of an Internet intervention (Deprexis) on severe depression symptoms: Randomized controlled trial. Internet Interventions 2015;2(1):48 View
  42. Kelders S, Bohlmeijer E, Pots W, van Gemert-Pijnen J. Comparing human and automated support for depression: Fractional factorial randomized controlled trial. Behaviour Research and Therapy 2015;72:72 View
  43. Schotanus-Dijkstra M, Drossaert C, Pieterse M, Boon B, Walburg J, Bohlmeijer E. An early intervention to promote well-being and flourishing and reduce anxiety and depression: A randomized controlled trial. Internet Interventions 2017;9:15 View
  44. Schaub M, Haug S, Wenger A, Berg O, Sullivan R, Beck T, Stark L. Can reduce -the effects of chat-counseling and web-based self-help, web-based self-help alone and a waiting list control program on cannabis use in problematic cannabis users: a randomized controlled trial. BMC Psychiatry 2013;13(1) View
  45. Close M, Lytle L, Viera A, Chen D, Linnan L, Valle C. Identifying and describing segments of office workers by activity patterns. International Journal of Workplace Health Management 2018;11(1):16 View
  46. Zhang L, He X, Shen Y, Yu H, Pan J, Zhu W, Zhou J, Bao Y. Effectiveness of Smartphone App–Based Interactive Management on Glycemic Control in Chinese Patients With Poorly Controlled Diabetes: Randomized Controlled Trial. Journal of Medical Internet Research 2019;21(12):e15401 View
  47. Ho H, Mui M, Wan A, Stewart S, Yew C, Lam T, Chan S. Happy Family Kitchen: Behavioral Outcomes of a Brief Community-Based Family Intervention in Hong Kong. Journal of Child and Family Studies 2017;26(10):2852 View
  48. Hedman E, Ljótsson B, Blom K, El Alaoui S, Kraepelien M, Rück C, Andersson G, Svanborg C, Lindefors N, Kaldo V. Telephone Versus Internet Administration of Self-Report Measures of Social Anxiety, Depressive Symptoms, and Insomnia: Psychometric Evaluation of a Method to Reduce the Impact of Missing Data. Journal of Medical Internet Research 2013;15(10):e229 View
  49. Laurenssen E, Luyten P, Kikkert M, Westra D, Peen J, Soons M, van Dam A, van Broekhuyzen A, Blankers M, Busschbach J, Dekker J. Day hospital mentalization-based treatment v. specialist treatment as usual in patients with borderline personality disorder: randomized controlled trial. Psychological Medicine 2018;48(15):2522 View
  50. Firmino R, Fraiz F, Montes G, Paiva S, Granville‐Garcia A, Ferreira F. Impact of oral health literacy on self‐reported missing data in epidemiological research. Community Dentistry and Oral Epidemiology 2018;46(6):624 View
  51. Schaub M, Sullivan R, Stark L. Snow Control - An RCT protocol for a web-based self-help therapy to reduce cocaine consumption in problematic cocaine users. BMC Psychiatry 2011;11(1) View
  52. Lundgren J, Dahlström Ö, Andersson G, Jaarsma T, Kärner Köhler A, Johansson P. The Effect of Guided Web-Based Cognitive Behavioral Therapy on Patients With Depressive Symptoms and Heart Failure: A Pilot Randomized Controlled Trial. Journal of Medical Internet Research 2016;18(8):e194 View
  53. van der Zweerde T, Lancee J, Slottje P, Bosmans J, Van Someren E, Reynolds C, Cuijpers P, van Straten A. Cost-effectiveness of i-Sleep, a guided online CBT intervention, for patients with insomnia in general practice: protocol of a pragmatic randomized controlled trial. BMC Psychiatry 2016;16(1) View
  54. Brennan A, Harris A, Williams L. Neural processing of facial expressions of emotion in first onset psychosis. Psychiatry Research 2014;219(3):477 View
  55. Blankers M, Smit E, van der Pol P, de Vries H, Hoving C, van Laar M. The Missing=Smoking Assumption: A Fallacy in Internet-Based Smoking Cessation Trials?. Nicotine & Tobacco Research 2015:ntv055 View
  56. Parks A. A case for the advancement of the design and study of online positive psychological interventions. The Journal of Positive Psychology 2014;9(6):502 View
  57. Ciuca A, Berger T, Crişan L, Miclea M. Internet-based treatment for Romanian adults with panic disorder: protocol of a randomized controlled trial comparing a Skype-guided with an unguided self-help intervention (the PAXPD study). BMC Psychiatry 2016;16(1) View
  58. Levi D, Ibrahim R, Malcolm R, MacBeth A. Mellow Babies and Mellow Toddlers: Effects on maternal mental health of a group-based parenting intervention for at-risk families with young children. Journal of Affective Disorders 2019;246:820 View
  59. Kok R, van Straten A, Beekman A, Cuijpers P. Short-Term Effectiveness of Web-Based Guided Self-Help for Phobic Outpatients: Randomized Controlled Trial. Journal of Medical Internet Research 2014;16(9):e226 View
  60. Pearce C, de Lusignan S, Phillips C, Hall S, Travaglia J. The Computerized Medical Record as a Tool for Clinical Governance in Australian Primary Care. interactive Journal of Medical Research 2013;2(2):e26 View
  61. Czekierda K, Zarychta K, Knoll N, Keller J, Luszczynska A, Hoefer S. Links between meaning in life and physical quality of life after rehabilitation: Mediating effects of positive experiences with physical exercises and mobility. PLOS ONE 2019;14(10):e0224503 View
  62. Ryan T, Morrison T. Psychometric Properties of the Drive for Muscularity Attitudes Questionnaire Among Irish Men. SAGE Open 2014;4(3):215824401455152 View
  63. Hennemann S, Beutel M, Zwerenz R. Drivers and Barriers to Acceptance of Web-Based Aftercare of Patients in Inpatient Routine Care: A Cross-Sectional Survey. Journal of Medical Internet Research 2016;18(12):e337 View
  64. Hashmi F, Nester C, Wright C, Lam S. The evaluation of three treatments for plantar callus: a three-armed randomised, comparative trial using biophysical outcome measures. Trials 2016;17(1) View
  65. Kristjánsdóttir Ó, Fors E, Eide E, Finset A, Stensrud T, van Dulmen S, Wigers S, Eide H. A Smartphone-Based Intervention With Diaries and Therapist Feedback to Reduce Catastrophizing and Increase Functioning in Women With Chronic Widespread Pain. Part 2: 11-month Follow-up Results of a Randomized Trial. Journal of Medical Internet Research 2013;15(3):e72 View
  66. Lai X, Ching S, Wong F, Leung C, Lee L, Wong J, Lo Y. A Nurse-Led Care Program for Breast Cancer Patients in a Chemotherapy Day Center. Cancer Nursing 2019;42(1):20 View
  67. Jonas B, Leuschner F, Tossmann P. Efficacy of an internet-based intervention for burnout: a randomized controlled trial in the German working population. Anxiety, Stress, & Coping 2017;30(2):133 View
  68. Dong X, Lin L, Zhang R, Zhao Y, Christiani D, Wei Y, Chen F, Hancock J. TOBMI: trans-omics block missing data imputation using a k-nearest neighbor weighted approach. Bioinformatics 2019;35(8):1278 View
  69. Wei J, Gerlich J, Vogelberg C, von Mutius E, Windstetter D, Genuneit J, Weinmayr G, Nowak D, Radon K. Do young adults with atopic dermatitis avoid harmful workplace exposure at their first job? A prospective cohort study. International Archives of Occupational and Environmental Health 2016;89(3):397 View
  70. Innamorati M, Parolin L, Tagini A, Santona A, Bosco A, De Carli P, Palmisano G, Pergola F, Sarracino D. Attachment, Social Value Orientation, Sensation Seeking, and Bullying in Early Adolescence. Frontiers in Psychology 2018;9 View
  71. Landelle C, von Dach E, Haustein T, Agostinho A, Renzi G, Renzoni A, Pittet D, Schrenzel J, François P, Harbarth S. Randomized, placebo-controlled, double-blind clinical trial to evaluate the efficacy of polyhexanide for topical decolonization of MRSA carriers. Journal of Antimicrobial Chemotherapy 2016;71(2):531 View
  72. Cosio D, Lin E. Role of Active Versus Passive Complementary and Integrative Health Approaches in Pain Management. Global Advances in Health and Medicine 2018;7:216495611876849 View
  73. Harris A, Reeder R, Hyun J. Survey of Editors and Reviewers of High-Impact Psychology Journals: Statistical and Research Design Problems in Submitted Manuscripts. The Journal of Psychology 2011;145(3):195 View
  74. Paldán K, Simanovski J, Ullrich G, Steinmetz M, Rammos C, Jánosi R, Moebus S, Rassaf T, Lortz J. Feasibility and Clinical Relevance of a Mobile Intervention Using TrackPAD to Support Supervised Exercise Therapy in Patients With Peripheral Arterial Disease: Study Protocol for a Randomized Controlled Pilot Trial. JMIR Research Protocols 2019;8(6):e13651 View
  75. Schulz D, Candel M, Kremers S, Reinwand D, Jander A, de Vries H. Effects of a Web-Based Tailored Intervention to Reduce Alcohol Consumption in Adults: Randomized Controlled Trial. Journal of Medical Internet Research 2013;15(9):e206 View
  76. Simmons E, Cosio D, Lin E. Using Audience Response Systems to Enhance Chronic, Noncancer Pain Knowledge Acquisition Among Veterans. Telemedicine and e-Health 2015;21(7):557 View
  77. Economides M, Martman J, Bell M, Sanderson B. Improvements in Stress, Affect, and Irritability Following Brief Use of a Mindfulness-based Smartphone App: A Randomized Controlled Trial. Mindfulness 2018;9(5):1584 View
  78. Weinmann T, Gerlich J, Heinrich S, Nowak D, Gerdes J, Schlichtiger J, von Mutius E, Schaub B, Vogelberg C, Roller D, Radon K. Establishing a birth cohort to investigate the course and aetiology of asthma and allergies across three generations – rationale, design, and methods of the ACROSSOLAR study. BMC Public Health 2015;15(1) View
  79. Buhrman M, Syk M, Burvall O, Hartig T, Gordh T, Andersson G. Individualized Guided Internet-delivered Cognitive-Behavior Therapy for Chronic Pain Patients With Comorbid Depression and Anxiety. The Clinical Journal of Pain 2015;31(6):504 View
  80. Praveena M, Bharathi B. Cognitive Learning Based Missing Value Computation in Cardiovascular Heart Disease Prediction Data. Procedia Computer Science 2019;165:742 View
  81. Sieben A, van Onzenoort H, van Laarhoven K, Bredie S. A Multifaceted Nurse- and Web-Based Intervention for Improving Adherence to Treatment in Patients With Cardiovascular Disease: Rationale and Design of the MIRROR Trial. JMIR Research Protocols 2016;5(3):e187 View
  82. Jonas B, Tensil M, Leuschner F, Strüber E, Tossmann P. Predictors of treatment response in a web-based intervention for cannabis users. Internet Interventions 2019;18:100261 View
  83. Tecson K, Brown D, Choi J, Feghali G, Gonzalez-Stawinski G, Hamman B, Hebeler R, Lander S, Lima B, Potluri S, Schussler J, Stoler R, Velasco C, McCullough P. Major Adverse Renal and Cardiac Events After Coronary Angiography and Cardiac Surgery. The Annals of Thoracic Surgery 2018;105(6):1724 View
  84. Kobayashi S, Sata F, Murata K, Saijo Y, Araki A, Miyashita C, Itoh S, Minatoya M, Yamazaki K, Ait Bamai Y, Kishi R. Dose‐dependent associations between prenatal caffeine consumption and small for gestational age, preterm birth, and reduced birthweight in the Japan Environment and Children's Study. Paediatric and Perinatal Epidemiology 2019;33(3):185 View
  85. Hansen A, Becker U, Nielsen A, Grønbæk M, Tolstrup J, Thygesen L. Internet-Based Brief Personalized Feedback Intervention in a Non-Treatment-Seeking Population of Adult Heavy Drinkers: A Randomized Controlled Trial. Journal of Medical Internet Research 2012;14(4):e98 View
  86. Blankers M, Nabitz U, Smit F, Koeter M, Schippers G. Economic Evaluation of Internet-Based Interventions for Harmful Alcohol Use Alongside a Pragmatic Randomized Controlled Trial. Journal of Medical Internet Research 2012;14(5):e134 View
  87. Buhrman M, Skoglund A, Husell J, Bergström K, Gordh T, Hursti T, Bendelin N, Furmark T, Andersson G. Guided internet-delivered acceptance and commitment therapy for chronic pain patients: A randomized controlled trial. Behaviour Research and Therapy 2013;51(6):307 View
  88. Jonas B, Tossmann P, Tensil M, Leuschner F, Strüber E. Effekte einer einmaligen Chat-Intervention auf problematischen Substanzkonsum. SUCHT 2012;58(3):173 View
  89. Mujcic A, Blankers M, Boon B, Engels R, van Laar M. Internet-based self-help smoking cessation and alcohol moderation interventions for cancer survivors: a study protocol of two RCTs. BMC Cancer 2018;18(1) View
  90. Mahajan R, Das P, Isaakidis P, Sunyoto T, Sagili K, Lima M, Mitra G, Kumar D, Pandey K, Van geertruyden J, Boelaert M, Burza S. Combination Treatment for Visceral Leishmaniasis Patients Coinfected with Human Immunodeficiency Virus in India. Clinical Infectious Diseases 2015;61(8):1255 View
  91. Cosio D. Practice-based evidence for outpatient, acceptance & commitment therapy for veterans with chronic, non-cancer pain. Journal of Contextual Behavioral Science 2016;5(1):23 View
  92. Bakker D, Kazantzis N, Rickwood D, Rickard N. A randomized controlled trial of three smartphone apps for enhancing public mental health. Behaviour Research and Therapy 2018;109:75 View
  93. Idri A, Kadi I, Abnane I, Fernandez-Aleman J. Missing data techniques in classification for cardiovascular dysautonomias diagnosis. Medical & Biological Engineering & Computing 2020;58(11):2863 View
  94. Xu D, Hu P, Huang T, Fang X, Hsu C. A deep learning–based, unsupervised method to impute missing values in electronic health records for improved patient management. Journal of Biomedical Informatics 2020;111:103576 View
  95. Freene N, van Berlo S, McManus M, Mair T, Davey R. A Behavioral Change Smartphone App and Program (ToDo-CR) to Decrease Sedentary Behavior in Cardiac Rehabilitation Participants: Prospective Feasibility Cohort Study. JMIR Formative Research 2020;4(11):e17359 View
  96. Boyda H, Ho A, Tse L, Procyshyn R, Yuen J, Kim D, Honer W, Barr A. Differential Effects of Acute Treatment With Antipsychotic Drugs on Peripheral Catecholamines. Frontiers in Psychiatry 2020;11 View
  97. Goldberg S, Imhoff-Smith T, Bolt D, Wilson-Mendenhall C, Dahl C, Davidson R, Rosenkranz M. Testing the Efficacy of a Multicomponent, Self-Guided, Smartphone-Based Meditation App: Three-Armed Randomized Controlled Trial. JMIR Mental Health 2020;7(11):e23825 View
  98. Figueroa C, Aguilera A, Chakraborty B, Modiri A, Aggarwal J, Deliu N, Sarkar U, Jay Williams J, Lyles C. Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions. Journal of the American Medical Informatics Association 2021;28(6):1225 View
  99. van Agteren J, Bartholomaeus J, Steains E, Lo L, Gerace A. Using a Technology-Based Meaning and Purpose Intervention to Improve Well-being: A Randomised Controlled Study. Journal of Happiness Studies 2021;22(8):3571 View
  100. Carvalho S, Trindade I, Duarte J, Menezes P, Patrão B, Nogueira M, Guiomar R, Lapa T, Pinto-Gouveia J, Castilho P. Efficacy of an ACT and Compassion-Based eHealth Program for Self-Management of Chronic Pain (iACTwithPain): Study Protocol for a Randomized Controlled Trial. Frontiers in Psychology 2021;12 View
  101. Siebmanns S, Johansson P, Ulander M, Johansson L, Andersson G, Broström A. The effect of nurse‐led Internet‐based cognitive behavioural therapy for insomnia on patients with cardiovascular disease: A randomized controlled trial with 6‐month follow‐up. Nursing Open 2021;8(4):1755 View
  102. Goldberg S, Bolt D, Davidson R. Data Missing Not at Random in Mobile Health Research: Assessment of the Problem and a Case for Sensitivity Analyses. Journal of Medical Internet Research 2021;23(6):e26749 View
  103. Lea A, Collett J, Cribb L, Zheng Z, Podugu P. A cross-sectional study of factors associated with psychosocial wellbeing among older Tai Chi practitioners. European Journal of Integrative Medicine 2023;57:102214 View
  104. Xu Z, Li Q, Shen X. AZU1 (HBP/CAP37) and PRKCG (PKC-gamma) may be candidate genes affecting the severity of acute mountain sickness. BMC Medical Genomics 2023;16(1) View
  105. Cosio D, Simons M. An Exploration of the Implications of Sequencing Order on Group Pain Interventions in Veterans. Rheumato 2022;2(4):98 View
  106. Xia W, Dai R, Xu X, Huai B, Bai Z, Zhang J, Jin M, Niu W. Cortical mapping of active and passive upper limb training in stroke patients and healthy people: A functional near-infrared spectroscopy study. Brain Research 2022;1788:147935 View
  107. Gilgen-Ammann R, Roos L, Wyss T, Veenstra B, Delves S, Beeler N, Buller M, Friedl K. Validation of ambulatory monitoring devices to measure energy expenditure and heart rate in a military setting. Physiological Measurement 2021;42(8):085008 View
  108. Falco A, Girardi D, Dal Corso L, Yıldırım M, Converso D, Unger D. The perceived risk of being infected at work: An application of the job demands–resources model to workplace safety during the COVID-19 outbreak. PLOS ONE 2021;16(9):e0257197 View
  109. Dick I, Lee Y, Cheah H, Miranda A, Robinson B, Creaney J. Profile of soluble factors in pleural effusions predict prognosis in mesothelioma. Cancer Biomarkers 2022;33(1):159 View
  110. Png M, Petrou S, Achten J, Ooms A, Lamb S, Hedley H, Dias J, Costa M. Cost-utility analysis of surgical fixation with Kirschner wire versus casting after fracture of the distal radius. The Bone & Joint Journal 2022;104-B(11):1225 View
  111. Marinova N, Rogers T, MacBeth A. Predictors of adolescent engagement and outcomes – A cross-sectional study using the togetherall (formerly Big White Wall) digital mental health platform. Journal of Affective Disorders 2022;311:284 View
  112. DeShon B, Dummitt B, Allen J, Yount B. Prediction of sepsis onset in hospital admissions using survival analysis. Journal of Clinical Monitoring and Computing 2022;36(6):1611 View
  113. Westas M, Lundgren J, Andersson G, Mourad G, Johansson P. Effects of Internet-delivered cognitive behavioural therapy adapted for patients with cardiovascular disease and depression: a long-term follow-up of a randomized controlled trial at 6 and 12 months posttreatment. European Journal of Cardiovascular Nursing 2022;21(6):559 View
  114. Jovarauskaite L, Dumarkaite A, Truskauskaite-Kuneviciene I, Jovaisiene I, Andersson G, Kazlauskas E. Internet-based stress recovery intervention FOREST for healthcare staff amid COVID-19 pandemic: study protocol for a randomized controlled trial. Trials 2021;22(1) View
  115. Falco A, Girardi D, De Carlo A, Andreassen C, Dal Corso L. Work Addiction among Bank Employees in Italy: A Contribution to Validation of the Bergen Work Addiction Scale with a Focus on Measurement Invariance across Gender and Managerial Status. Sustainability 2022;14(21):13714 View
  116. Dehn L, Beblo T, Richter D, Wienberg G, Kremer G, Steinhart I, Driessen M. Effectiveness of supported housing versus residential care in severe mental illness: a multicenter, quasi-experimental study. Social Psychiatry and Psychiatric Epidemiology 2022;57(5):927 View
  117. Costa M, Achten J, Ooms A, Png M, Cook J, Dritsaki M, Lamb S, Lerner R, Draper K, Campolier M, Dakin H, McGibbon A, Parsons N, Hedley H, Dias J. Moulded cast compared with K-wire fixation after manipulation of an acute dorsally displaced distal radius fracture: the DRAFFT 2 RCT. Health Technology Assessment 2022;26(11):1 View
  118. Gasslander N, Andersson G, Boström F, Brandelius L, Pelling L, Hamrin L, Gordh T, Buhrman M. Tailored internet-based cognitive behavioral therapy for individuals with chronic pain and comorbid psychological distress: a randomized controlled trial. Cognitive Behaviour Therapy 2022;51(5):408 View
  119. Su Z, McDonnell D, Shi F, Liang B, Li X, Wen J, Cai Y, Xiang Y, Yang L. Chinese International Students in the United States: The Interplay of Students’ Acculturative Stress, Academic Standing, and Quality of Life. Frontiers in Psychology 2021;12 View
  120. Cosio D. Improving Pain Care Using Psychosocial Screening and Patient Education among Veterans. Military Behavioral Health 2022;10(4):275 View
  121. Groninger H, Nemati D, Cates C, Jordan K, Kelemen A, Shipp G, Munk N. Massage Therapy for Hospitalized Patients Receiving Palliative Care: A Randomized Clinical Trial. Journal of Pain and Symptom Management 2023;65(5):428 View
  122. Boyda H, Pham M, Huang J, Ho A, Procyshyn R, Yuen J, Honer W, Barr A. Antipsychotic Drug-Induced Increases in Peripheral Catecholamines are Associated With Glucose Intolerance. Frontiers in Pharmacology 2022;13 View
  123. Hurmuz M, Jansen-Kosterink S, van Velsen L. How to Prevent the Drop-Out: Understanding Why Adults Participate in Summative eHealth Evaluations. Journal of Healthcare Informatics Research 2023;7(1):125 View
  124. Lea A, Collett J, Cribb L, Zheng Z, Podugu P. Psychosocial Wellbeing Among Older Practitioners: A Cross-Sectional Study of Factors Associated with Psychosocial Wellbeing Among Older Tai Chi Practitioners. SSRN Electronic Journal 2022 View
  125. Gupta A, Wang T, Bamimore M, Talukder M. The relative effect of monotherapy with 5‐alpha reductase inhibitors and minoxidil for female pattern hair loss: A network meta‐analysis study. Journal of Cosmetic Dermatology 2024;23(1):154 View
  126. Mabungane S, Ramroop S, Mwambi H. Analysis of Missing Data in Progressed Learners: The Use of Multiple Imputation Methods. African Journal of Research in Mathematics, Science and Technology Education 2023;27(2):112 View
  127. Brown R, Bigelow P, Dubin J, Mielke J. High Dietary Phosphorus Is Associated with Increased Breast Cancer Risk in a U.S. Cohort of Middle-Aged Women. Nutrients 2023;15(17):3735 View
  128. Thapelo T, Mpoeleng D, Hillhouse G. Informed Random Forest to Model Associations of Epidemiological Priors, Government Policies, and Public Mobility. MDM Policy & Practice 2023;8(2) View
  129. de Jonge M, Blankers M, Bockting C, van Dijk M, Kikkert M, Dekker J. Economic evaluation of preventive cognitive therapy versus care as usual in cognitive behavioral therapy responders. Frontiers in Psychiatry 2024;14 View
  130. Hovadick A, Cardoso M. Family-Based WhatsApp Intervention to Promote Healthy Eating Behaviors Among Amazonian School Children: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2024;13:e54446 View
  131. Innominato P, Macdonald J, Saxton W, Longshaw L, Granger R, Naja I, Allocca C, Edwards R, Rasheed S, Folkvord F, de Batlle J, Ail R, Motta E, Bale C, Fuller C, Mullard A, Subbe C, Griffiths D, Wreglesworth N, Pecchia L, Fico G, Antonini A. Digital Remote Monitoring Using an mHealth Solution for Survivors of Cancer: Protocol for a Pilot Observational Study. JMIR Research Protocols 2024;13:e52957 View
  132. Bashir N, Mir A, Daud A, Rafique M, Bukhari A. Time Series Reconstruction With Feature-Driven Imputation: A Comparison of Base Learning Algorithms. IEEE Access 2024;12:85511 View

Books/Policy Documents

  1. Almeida R, Adriaans G, Shapovalova Y. Information Processing and Management of Uncertainty in Knowledge-Based Systems. View
  2. Mohammed A, Nguyen D, Duong B, Nichols M, Nguyen T. Advanced Data Mining and Applications. View