How does AI perform compared to human expert panels in medical Delphi studies? A pilot study through the lens of pathology
Joshua Pantanowitz, Christopher D. Manko, John Majewski, M. Alvaro Berbís, Alton B. Farris, Aly Karsan, Andrey Bychkov, Antonio Luna, Bethany Williams, Brett Delahunt, Catarina Eloy, David S. McClintock, Eva Hollemans, J. Mark Tuthill, Jeroen Van der Laak, Jerome Y. Cheng, Jochen K. Lennerz, John H. · 2026
Read How does AI perform compared to human expert panels in medical Delphi studies? A pilot study through the lens of pathology by Joshua Pantanowitz, Christopher D. Manko, John Majewski, M. Alvaro Berbís, Alton B. Farris, Aly Karsan, Andrey Bychkov, Antonio Luna, Bethany Williams, Brett Delahunt, Catarina Eloy, David S. McClintock, Eva Hollemans, J. Mark Tuthill, Jeroen Van der Laak, Jerome Y. Cheng, Jochen K. Lennerz, John H. (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13185839.txt.
Description
BackgroundSince their inception, Delphi studies have been a key part of medical literature. They consist of an expert panel tasked with coming to consensus on answers to various questions where obtaining objective results is difficult or impossible, with ranked responses based on a Likert scale.
Catalog record
| CREATOR | Joshua Pantanowitz, Christopher D. Manko, John Majewski, M. Alvaro Berbís, Alton B. Farris, Aly Karsan, Andrey Bychkov, Antonio Luna, Bethany Williams, Brett Delahunt, Catarina Eloy, David S. McClintock, Eva Hollemans, J. Mark Tuthill, Jeroen Van der Laak, Jerome Y. Cheng, Jochen K. Lennerz, John H. |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 58 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |