A Quantitative Comparison Between Human and Artificial Intelligence in the Detection of Focal Cortical Dysplasia
This study pioneers the comparative evaluation of humans and AI for FCD lesion detection. It shows that AI and human predictions differ, especially for certain MRI features of FCD, and, thus, how AI may complement the diagnostic workup.
Authors
- Albert J. Becker (ORCID: https://orcid.org/0000-0003-2661-3705)
- Johannes Birkenheier
- Philip von Wedel (ORCID: https://orcid.org/0000-0003-3035-9797)
- Marilia Voigt (ORCID: https://orcid.org/0009-0008-4415-3013)
- Jan Pukropski (ORCID: https://orcid.org/0000-0002-8280-6475)
- Christophe Théo Arendt (ORCID: https://orcid.org/0000-0003-3300-3729)
- Sarah Mackert (ORCID: https://orcid.org/0000-0001-5074-4874)
- Martin Vychopen (ORCID: https://orcid.org/0000-0002-1794-0387)
- Hartmut Vatter (ORCID: https://orcid.org/0000-0001-9999-7282)
- Laura Ostermann
- Franziska Grau
- Randi von Wrede (ORCID: https://orcid.org/0000-0002-9430-5037)
- Karmele Olaciregui Dague (ORCID: https://orcid.org/0000-0002-0500-6642)
- Aileen Sitter
- Josemir W. A. S. Sander (ORCID: https://orcid.org/0000-0001-6041-9661)
- Fabiane Schuch (ORCID: https://orcid.org/0000-0002-5832-9904)
- Markus Kölle
- Martin Reuter (ORCID: https://orcid.org/0000-0002-2665-9693)
- Ulrike Attenberger (ORCID: https://orcid.org/0000-0002-8123-5447)
- Christoph Endler (ORCID: https://orcid.org/0000-0002-5571-5527)
- Valeri Borger (ORCID: https://orcid.org/0000-0002-5905-4121)
- Tobias Bauer (ORCID: https://orcid.org/0000-0002-0555-6214)
- Alexander Unruh-Pinheiro (ORCID: https://orcid.org/0000-0003-0236-1224)
- Lennart Walger (ORCID: https://orcid.org/0000-0002-3300-6877)
- Frederic Carsten Schmeel (ORCID: https://orcid.org/0000-0003-0985-1517)
- Patrick Arthur Kupczyk (ORCID: https://orcid.org/0000-0001-9556-085X)
- Alexandra Philipsen (ORCID: https://orcid.org/0000-0001-6876-518X)
- Klaus von der Ropp
- Elke Hattingen (ORCID: https://orcid.org/0000-0002-8392-9004)
- Julia Nordsiek (ORCID: https://orcid.org/0000-0001-5904-5316)
- Rainer Surges (ORCID: https://orcid.org/0000-0002-3177-8582)
- Alexander Radbruch (ORCID: https://orcid.org/0000-0001-6238-6525)
- Tobias Baumgartner (ORCID: https://orcid.org/0000-0001-5935-9841)
- Christian Immanuel
- David Kügler (ORCID: https://orcid.org/0000-0002-4101-819X)
- Asadeh Lakghomi
- Elisabeth Neuhaus (ORCID: https://orcid.org/0000-0002-7506-0169)
- Theodor Rüber (ORCID: https://orcid.org/0000-0002-6180-7671)
- Anna‐Maria Odenthal (ORCID: https://orcid.org/0009-0000-9543-6023)
- Áttila Rácz (ORCID: https://orcid.org/0000-0002-5952-8294)
- Matthias Schmitz
- Felix Schrader
Institutions
- Goethe University Frankfurt (DE)
- University Hospital Bonn (DE)
- University College London (GB)
Publication Details
- Journal
- Investigative Radiology
- Published
- 2024-10-22
- DOI
- https://doi.org/10.1097/rli.0000000000001125
- Citations
- 8
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 3.23