"Learning Health System"

Jon Palma, MD, MS: Program Director, Clinical Informatics Fellowship at Stanford University School of Medicine; Medical Director, Clinical Informatics Innovation at Lucile Packard Children's Hospital Stanford

Natalie Pageler, MD, MEd: Chief Medical Information Officer at Stanford Children's Health; Associate Program Director, Clinical Informatics Fellowship at Stanford University Medical Center

Primary Article:

• Electronic Health Record Adoption in US Hospitals: The Emergence of a Digital “Advanced Use” Divide

Supplemental Reading:

• Best Care at Lower Cost: The Path to Continuously Learning Health Care in America
• Mixed Results In The Safety Performance Of Computerized Physician Order Entry

"Translating Advanced Algorithms into the Clinical Setting"

Ron Li, MD: Clinical Informatics Fellow at Stanford University

Primary Article:

• Piloting Electronic Medical Record–Based Early Detection of Inpatient Deterioration in Community Hospitals

Supplemental Reading:

• Strategies For Assessing Delivery System Innovations
• Implementing Electronic Health Care Predictive Analytics: Considerations And Challenges
• How to study improvement interventions: a brief overview of possible study types
• Using a 10-step framework to support the implementation of an evidence-based clinical pathways programme

"Interoperability and Modern APIs in Digital Health"

Ricky Bloomfield, MD: Clinical and Health Informatics Lead at Apple

Primary Article:

• Escaping the EHR Trap -- The Future of Health IT

Supplemental Reading:

• SMART on FHIR: a standards-based, interoperable apps platform for electronic health records
• Opening the Duke electronic health record to apps: Implementing SMART on FHIR
• The Evolution of Patient Diagnosis: From Art to Digital Data-Driven Science

"User Experience and Clinician Burnout"

Topher Sharp, MD: Chair, Medical Staff HIM Committee at Stanford University Medical Center; Chief Medical Information Officer at Stanford University Medical Center

Primary Article:

• Relationship Between Clerical Burden and Characteristics of the Electronic Environment With Physician Burnout and Professional Satisfaction

Supplemental Reading:

• Physician Stress and Burnout: The Impact of Health Information Technology
• Allocation of Physician Time in Ambulatory Practice: A Time and Motion Study in 4 Specialties

"AI Approaches in Medicine"

Jonathan Chen, MD, PhD: Assistant Professor, Biomedical Informatics at Stanford University Medical Center

Primary Article:

• Machine Learning and Evidence-Based Medicine

Supplemental Reading:

• Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations
• Two Ways of Knowing: Big Data and Evidence-Based Medicine

• "Hospital Communication Technologies"

Amit Singh, MD: Medical Director of Clinical Informatics for Voalte; Pediatric Hospitalist at Lucile Packard Children’s Hospital Stanford

Primary Article:

• Perfect Storm of Inpatient Communication Needs and an Innovative Solution Utilizing Smartphones and Secured Messaging

Supplemental Reading:

• A Smartphone‐Enabled Communication System to Improve Hospital Communication: Usage and Perceptions of Medical Trainees and Nurses on General Internal Medicine Wards
• It's Not About Pager Replacement: An In‐Depth Look at the Interprofessional Nature of Communication in Healthcare
• Why Do We Still Page Each Other? Examining the Frequency, Types and Senders of Pages in Academic Medical Services

"HIE, FHIR and State Integration Points"

Matt Eisenberg, MD, FAAP: Medical Informatics Director, Analytics and Innovation at Stanford Health Care

Primary Article:

• The Benefits of Health Information Exchange: An Updated Systematic Review

Supplemental Reading:

• Procuring Interoperability: Achieving High-Quality, Connected, and Person-Centered Care
• ONC Data Brief