Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems

Use of AI-based tools for healthcare purposes: a survey study from consumers’ perspectives

(2020) Pouyan Esmaeilzadeh   BMC Medical Informatics and Decision Making

Utilization of Self-Diagnosis Health Chatbots in Real-World Settings: Case Study

(2020) Xiangmin Fan et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

IBM Watson, heal thyself: How IBM overpromised and underdelivered on AI health care

(2019) Eliza Strickland   IEEE SPECTRUM

Physicians’ Perceptions of Chatbots in Health Care: Cross-Sectional Web-Based Survey

(2019) Adam Palanica et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

The practical implementation of artificial intelligence technologies in medicine

(2018) Jianxing He et al.   NATURE MEDICINE

Crowd control: Effectively utilizing unscreened crowd workers for biomedical data annotation

(2017) Anne Cocos et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Application of Synchronous Text-Based Dialogue Systems in Mental Health Interventions: Systematic Review

(2017) Simon Hoermann et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Machine Learning for Medical Imaging

(2017) Bradley J. Erickson et al.   RADIOGRAPHICS

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images

(2016) Korsuk Sirinukunwattana et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

PORTER: a Prototype System for Patient-Oriented Radiology Reporting

(2016) Seong Cheol Oh et al.   JOURNAL OF DIGITAL IMAGING

Applying Multiple Methods to Comprehensively Evaluate a Patient Portal’s Effectiveness to Convey Information to Patients

(2016) Jordan M Alpert et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Patient portals and personal health information online: perception, access, and use by US adults

(2016) Sue Peacock et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

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

Survey-Based Assessment of Patients’ Understanding of Their Own Imaging Examinations

(2015) Andrew B. Rosenkrantz et al.   Journal of the American College of Radiology

Imaging informatics for consumer health: towards a radiology patient portal

(2013) Corey W Arnold et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Creating a Patient-Centered Imaging Service: Determining What Patients Want

(2011) Pat A. Basu et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Trade-off between accuracy and interpretability for predictivein silicomodeling

(2011) Ulf Johansson et al.   Future Medicinal Chemistry

On the Accuracy Versus Transparency Trade-Off of Data-Mining Models for Fast-Response PMU-Based Catastrophe Predictors

(2011) Innocent Kamwa et al.   IEEE Transactions on Smart Grid

Informatics Methods to Enable Patient-centered Radiology

(2009) Daniel L. Rubin   ACADEMIC RADIOLOGY

The effects of transparency on trust in and acceptance of a content-based art recommender

(2008) Henriette Cramer et al.   USER MODELING AND USER-ADAPTED INTERACTION