Explainability for artificial intelligence in healthcare: a multidisciplinary perspective

Julia Amann, Alessandro Blasimme, Effy Vayena, +2

BMC Medical Informatics and Decision Making

To explain or not to explain?—Artificial intelligence explainability in clinical decision support systems

Julia Amann, Dennis Vetter, Stig Nikolaj Fasmer Blomberg, +11

PLOS Digital Health

Artificial IntelligenceEngineeringDiagnosisIntelligent SystemsBiomedical Artificial Intelligence +17

Too Vulnerable to Involve? Challenges of Engaging Vulnerable Groups in the Co-production of Public Services through Research

Julia Amann, Joanna Sleigh

International Journal of Public Administration

Public ServicesEducationPublic ParticipationCapacity BuildingPublic Relations +14

Digital contact-tracing during the Covid-19 pandemic: An analysis of newspaper coverage in Germany, Austria, and Switzerland

Julia Amann, Joanna Sleigh, Effy Vayena

PLoS ONE

Digital SocietyDigital DivideCommunicationJournalismCovid-19 +18

Expectations and attitudes towards medical artificial intelligence: A qualitative study in the field of stroke

Julia Amann, Effy Vayena, Kelly E. Ormond, +3

PLoS ONE

Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier

Roberto V. Zicari, Sheraz Ahmed, Julia Amann, +32

Frontiers in Human Dynamics

Artificial IntelligenceEngineeringMachine LearningIntelligent DiagnosticsTrustworthy Ai System +21

Qualitative analysis of visual risk communication on twitter during the Covid-19 pandemic

Joanna Sleigh, Julia Amann, Manuel Schneider, +1

BMC Public Health

A qualitative study on resilience in adult refugees in Germany

Lena Walther, Julia Amann, Uwe Flick, +3

BMC Public Health

On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls

Roberto V. Zicari, James Brusseau, Stig Nikolaj Fasmer Blomberg, +37

Frontiers in Human Dynamics

Artificial IntelligenceHealthcare Monitoring SystemsEngineeringMachine LearningIntelligent Diagnostics +25

Co-designing a Self-Management App Prototype to Support People With Spinal Cord Injury in the Prevention of Pressure Injuries: Mixed Methods Study

Julia Amann, Maddalena Fiordelli, Mirjam Brach, +3

JMIR mhealth and uhealth