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

• Roberto V. Zicari,
• Roberto V. Zicari,
• Roberto V. Zicari,
• Sheraz Ahmed,
• Julia Amann,
• Stephan Alexander Braun,
• Stephan Alexander Braun,
• John Brodersen,
• John Brodersen,
• Frédérick Bruneault,
• James Brusseau,
• Erik Campano,
• Megan Coffee,
• Andreas Dengel,
• Andreas Dengel,
• Boris Düdder,
• Alessio Gallucci,
• Thomas Krendl Gilbert,
• Philippe Gottfrois,
• Emmanuel Goffi,
• Christoffer Bjerre Haase,
• Christoffer Bjerre Haase,
• Thilo Hagendorff,
• Eleanore Hickman,
• Elisabeth Hildt,
• Sune Holm,
• Pedro Kringen,
• Ulrich Kühne,
• Adriano Lucieri,
• Adriano Lucieri,
• Vince I. Madai,
• Vince I. Madai,
• Vince I. Madai,
• Pedro A. Moreno-Sánchez,
• Oriana Medlicott,
• Matiss Ozols,
• Matiss Ozols,
• Eberhard Schnebel,
• Andy Spezzatti,
• Jesmin Jahan Tithi,
• Steven Umbrello,
• Dennis Vetter,
• Holger Volland,
• Magnus Westerlund,
• Renee Wurth

Affiliations

Roberto V. Zicari

Frankfurt Big Data Lab, Goethe University Frankfurt, Frankfurt, Germany

Roberto V. Zicari

Department of Business Management and Analytics, Arcada University of Applied Sciences, Helsinki, Finland

Roberto V. Zicari

Data Science Graduate School, Seoul National University, Seoul, South Korea

Sheraz Ahmed

German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany

Julia Amann

Health Ethics and Policy Lab, Swiss Federal Institute of Technology (ETH Zurich), Zurich, Switzerland

Stephan Alexander Braun

Department of Dermatology, University Clinic Münster, Münster, Germany

Stephan Alexander Braun

Department of Dermatology, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany

John Brodersen

Section of General Practice and Research Unit for General Practice, Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Danemark

John Brodersen

Primary Health Care Research Unit, Region Zealand, Denmark

Frédérick Bruneault

0École des médias, Collège André-Laurendeau, Université du Québec à Montréal and Philosophie, Montreal, QC, Canada

James Brusseau

1Philosophy Department, Pace University, New York, NY, United States

Erik Campano

2Department of Informatics, Umeå University, Umeå, Sweden

Megan Coffee

3Department of Medicine and Division of Infectious Diseases and Immunology, NYU Grossman School of Medicine, New York, NY, United States

Andreas Dengel

German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany

Andreas Dengel

4Department of Computer Science, TU Kaiserslautern, Kaiserslautern, Germany

Boris Düdder

5Department of Computer Science (DIKU), University of Copenhagen (UCPH), Copenhagen, Denmark

Alessio Gallucci

6Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, Netherlands

Thomas Krendl Gilbert

7Center for Human-Compatible AI, University of California, Berkeley, CA, United States

Philippe Gottfrois

8Department of Biomedical Engineering, Basel University, Basel, Switzerland

Emmanuel Goffi

9The Global AI Ethics Institute, Paris, France

Christoffer Bjerre Haase

0Section for Health Service Research and Section for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark

Christoffer Bjerre Haase

1Centre for Research in Assessment and Digital Learning, Deakin University, Melbourne, VIC, Australia

Thilo Hagendorff

2Ethics & Philosophy Lab, University of Tuebingen, Tuebingen, Germany

Eleanore Hickman

3Faculty of Law, University of Cambridge, Cambridge, United Kingdom

Elisabeth Hildt

4Center for the Study of Ethics in the Professions, Illinois Institute of Technology, Chicago, IL, United States

Sune Holm

5Department of Food and Resource Economics, Faculty of Science, University of Copenhagen, Copenhagen, Denmark

Pedro Kringen

Frankfurt Big Data Lab, Goethe University Frankfurt, Frankfurt, Germany

Ulrich Kühne

6Hautmedizin Bad Soden, Bad Soden, Germany

Adriano Lucieri

German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany

Adriano Lucieri

4Department of Computer Science, TU Kaiserslautern, Kaiserslautern, Germany

Vince I. Madai

7Charité Lab for AI in Medicine, Charité Universitätsmedizin Berlin, Berlin, Germany

Vince I. Madai

8QUEST Center for Transforming Biomedical Research, Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Berlin, Germany

Vince I. Madai

9School of Computing and Digital Technology, Faculty of Computing, Engineering and the Built Environment, Birmingham City University, Birmingham, United Kingdom

Pedro A. Moreno-Sánchez

0School of Healthcare and Social Work Seinäjoki University of Applied Sciences (SeAMK), Seinäjoki, Finland

Oriana Medlicott

1Freelance researcher, writer and consultant in AI Ethics, London, United Kingdom

Matiss Ozols

2Division of Cell Matrix Biology and Regenerative Medicine, The University of Manchester, Manchester, United Kingdom

Matiss Ozols

3Human Genetics, Wellcome Sanger Institute, England, United Kingdom

Eberhard Schnebel

Frankfurt Big Data Lab, Goethe University Frankfurt, Frankfurt, Germany

Andy Spezzatti

4Industrial Engineering & Operation Research, UC Berkeley, CA, United States

Jesmin Jahan Tithi

5Intel Labs, Santa Clara, CA, United States

Steven Umbrello

6Institute for Ethics and Emerging Technologies, University of Turin, Turin, Italy

Dennis Vetter

Frankfurt Big Data Lab, Goethe University Frankfurt, Frankfurt, Germany

Holger Volland

7Z-Inspection® Initiative, New York, NY, United States

Magnus Westerlund

Department of Business Management and Analytics, Arcada University of Applied Sciences, Helsinki, Finland

Renee Wurth

8T. H Chan School of Public Health, Harvard University, Cambridge, MA, United States