Visualizing machine learning-based predictions of postpartum depression risk for lay audiences

Data quality in online human-subjects research: Comparisons between MTurk, Prolific, CloudResearch, Qualtrics, and SONA

(2023) Benjamin D. Douglas et al.   PLoS One

Taxonomies for synthesizing the evidence on communicating numbers in health: Goals, format, and structure

(2022) Jessica S. Ancker et al.   RISK ANALYSIS

Current Challenges When Using Numbers in Patient Decision Aids: Advanced Concepts

(2021) Lyndal J. Trevena et al.   MEDICAL DECISION MAKING

Current Best Practice for Presenting Probabilities in Patient Decision Aids: Fundamental Principles

(2021) Carissa Bonner et al.   MEDICAL DECISION MAKING

Imprecision and Preferences in Interpretation of Verbal Probabilities in Health: a Systematic Review

(2021) Katerina Andreadis et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

A randomised controlled trial of the effect of providing online risk information and lifestyle advice for the most common preventable cancers

(2020) Golnessa Masson et al.   PREVENTIVE MEDICINE

Broadband Internet Access Is a Social Determinant of Health!

(2020) Natalie C. Benda et al.   AMERICAN JOURNAL OF PUBLIC HEALTH

Pregnancy as a “golden opportunity” for patient activation and engagement

(2020) Lynn M. Yee et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women

(2020) Yiye Zhang et al.   JOURNAL OF AFFECTIVE DISORDERS

Using the Short Graph Literacy Scale to Predict Precursors of Health Behavior Change

(2019) Yasmina Okan et al.   MEDICAL DECISION MAKING

Interventions to Prevent Perinatal Depression

(2019) Elizabeth O’Connor et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Recognizing maternal mental health disorders

(2019) Amanda Yeaton-Massey et al.   CURRENT OPINION IN OBSTETRICS & GYNECOLOGY

Early Adopters of Patient-Generated Health Data Upload in an Electronic Patient Portal

(2019) Jessica Ancker et al.   Applied Clinical Informatics

A Systematic Review of Patient-Facing Visualizations of Personal Health Data

(2019) Meghan Reading Turchioe et al.   Applied Clinical Informatics

Visual analogies, not graphs, increase patients' comprehension of changes in their health status

(2019) Meghan Reading Turchioe et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Physician understanding, explainability, and trust in a hypothetical machine learning risk calculator

(2019) William K Diprose et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Trends in Shared Decision-Making Studies From 2009 to 2018: A Bibliometric Analysis

(2019) Cuncun Lu et al.   Frontiers in Public Health

Heuristics and biases in cardiovascular disease prevention: How can we improve communication about risk, benefits and harms?

(2018) Carissa Bonner et al.   PATIENT EDUCATION AND COUNSELING

The Impact of Information Presentation Format on Preferencefor Total Knee Replacement Surgery

(2018) Liana Fraenkel et al.   ARTHRITIS CARE & RESEARCH

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

Influence of Cardiovascular Risk Communication Tools and Presentation Formats on Patient Perceptions and Preferences

(2018) Ann Marie Navar et al.   JAMA Cardiology

Patient portal readiness among postpartum patients in a safety net setting

(2017) Anne Gibeau et al.   Applied Clinical Informatics

Graphics help patients distinguish between urgent and non-urgent deviations in laboratory test results

(2016) Brian J Zikmund-Fisher et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Designing Graphs to Communicate Risks: Understanding How the Choice of Graphical Format Influences Decision Making

(2016) Eric R. Stone et al.   RISK ANALYSIS

Sometimes more is more: iterative participatory design of infographics for engagement of community members with varying levels of health literacy

(2015) Adriana Arcia et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Validation of a Short, 3-Item Version of the Subjective Numeracy Scale

(2015) Candace D. McNaughton et al.   MEDICAL DECISION MAKING

Improving bone mineral density reporting to patients with an illustration of personal fracture risk

(2014) Stephanie W Edmonds et al.   BMC Medical Informatics and Decision Making

Animated Randomness, Avatars, Movement, and Personalization in Risk Graphics

(2014) Holly O Witteman et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Improving communication of breast cancer recurrence risk

(2011) Noel T. Brewer et al.   BREAST CANCER RESEARCH AND TREATMENT

Communication of Uncertainty Regarding Individualized Cancer Risk Estimates

(2010) Paul K. J. Han et al.   MEDICAL DECISION MAKING

Graph Literacy

(2010) Mirta Galesic et al.   MEDICAL DECISION MAKING

Women’s Attitudes, Preferences, and Perceived Barriers to Treatment for Perinatal Depression

(2009) Janice H. Goodman   BIRTH-ISSUES IN PERINATAL CARE