Classification of patients with chronic disease by activation level using machine learning methods

A Machine Learning Approach to Identification of Unhealthy Drinking

(2020) Levi N. Bonnell et al.   Journal of the American Board of Family Medicine

Accuracy of machine learning-based prediction of medication adherence in clinical research

(2020) Vidya Koesmahargyo et al.   PSYCHIATRY RESEARCH

Adaptation of a patient activatıon measure (PAM) into Turkish: reliability and validity test

(2019) Cansu Kosar et al.   African Health Sciences

Understanding patient activation and adherence to nebuliser treatment in adults with cystic fibrosis: responses to the UK version of PAM-13 and a think aloud study

(2019) Jie Gao et al.   BMC HEALTH SERVICES RESEARCH

Patient Heal Thyself: Reducing Hospital Readmissions with Technology Enabled Continuity of Care and Patient Activation

(2019) Carrie Queenan et al.   PRODUCTION AND OPERATIONS MANAGEMENT

Applying machine learning to predict future adherence to physical activity programs

(2019) Mo Zhou et al.   BMC Medical Informatics and Decision Making

Factors associated with patient activation in a Turkish population with diabetes and/or hypertension

(2019) S Sakarya et al.   EUROPEAN JOURNAL OF PUBLIC HEALTH

What are the effective elements in patient-centered and multimorbidity care? A scoping review

(2018) Marie-Eve Poitras et al.   BMC HEALTH SERVICES RESEARCH

A support vector machine-based ensemble algorithm for breast cancer diagnosis

(2018) Haifeng Wang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Machine Learning for Predicting Adherence to Internet-Delivered Psychotherapy for Symptoms of Depression and Anxiety after Myocardial Infarction: Insights from the U-CARE Heart Trial (Preprint)

(2018) John Wallert et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Fidelity or flexibility: An ethnographic study of the implementation and use of the Patient Activation Measure

(2018) Sarah Chew et al.   PATIENT EDUCATION AND COUNSELING

Patient Activation Changes as a Potential Signal for Changes in Health Care Costs: Cohort Study of US High-Cost Patients

(2018) Ann Lindsay et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Determinants of patient activation in a community sample of breast and prostate cancer survivors

(2017) Denalee O'Malley et al.   PSYCHO-ONCOLOGY

Health Literacy, Diabetes Prevention, and Self-Management

(2017) Joanne Protheroe et al.   Journal of Diabetes Research

What's in a name? A call to reframe non-communicable diseases

(2017) Luke N Allen et al.   Lancet Global Health

Heart Failure: Diagnosis, Severity Estimation and Prediction of Adverse Events Through Machine Learning Techniques

(2017) Evanthia E. Tripoliti et al.   Computational and Structural Biotechnology Journal

Adding A Measure Of Patient Self-Management Capability To Risk Assessment Can Improve Prediction Of High Costs

(2016) Judith H. Hibbard et al.   HEALTH AFFAIRS

The Patient Engagement Imperative

(2016) Alan R. Weil   HEALTH AFFAIRS

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

(2016) Ziad Obermeyer et al.   NEW ENGLAND JOURNAL OF MEDICINE

The impact of self-monitoring in chronic illness on healthcare utilisation: a systematic review of reviews

(2015) Hayley McBain et al.   BMC HEALTH SERVICES RESEARCH

When Patient Activation Levels Change, Health Outcomes And Costs Change, Too

(2015) Jessica Greene et al.   HEALTH AFFAIRS

Health policy analysis for prevention and control of cardiovascular diseases and diabetes mellitus in Turkey

(2014) Bulent Kilic et al.   International Journal of Public Health

Patient engagement as a risk factor in personalized health care: a systematic review of the literature on chronic disease

(2014) Leigh Simmons et al.   Genome Medicine

The grounded psychometric development and initial validation of the Health Literacy Questionnaire (HLQ)

(2013) Richard H Osborne et al.   BMC PUBLIC HEALTH

What The Evidence Shows About Patient Activation: Better Health Outcomes And Care Experiences; Fewer Data On Costs

(2013) Judith H. Hibbard et al.   HEALTH AFFAIRS

Patients With Lower Activation Associated With Higher Costs; Delivery Systems Should Know Their Patients’ ‘Scores’

(2013) Judith H. Hibbard et al.   HEALTH AFFAIRS

Rx For The ‘Blockbuster Drug’ Of Patient Engagement

(2013) Susan Dentzer   HEALTH AFFAIRS

Patient And Family Engagement: A Framework For Understanding The Elements And Developing Interventions And Policies

(2013) Kristin L. Carman et al.   HEALTH AFFAIRS

Effect of Patient Activation on Self-Management in Patients With Heart Failure

(2013) Martha J. Shively et al.   Journal of Cardiovascular Nursing

Skill Set or Mind Set? Associations between Health Literacy, Patient Activation and Health

(2013) Samuel G. Smith et al.   PLoS One

Patient empowerment: The need to consider it as a measurable patient-reported outcome for chronic conditions

(2012) Marion McAllister et al.   BMC HEALTH SERVICES RESEARCH

Why Does Patient Activation Matter? An Examination of the Relationships Between Patient Activation and Health-Related Outcomes

(2011) Jessica Greene et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Patient Activation in Primary Healthcare

(2011) Sabrina T. Wong et al.   MEDICAL CARE

Incorporating domain knowledge into data mining classifiers: An application in indirect lending

(2008) Atish P. Sinha et al.   DECISION SUPPORT SYSTEMS