Utilizing a publicly accessible automated machine learning platform to enable diagnosis before tumor surgery
A deep automated machine learning model, created from a publicly available artificial intelligence tool, using pre-operative CT imaging alone, identified malignant transformation of inverted papilloma with excellent accuracy.
Authors
- Auddie M. Sweis (ORCID: https://orcid.org/0000-0003-4028-1858)
- Conner J. Massey (ORCID: https://orcid.org/0000-0002-6558-4559)
- Christos Georgalas (ORCID: https://orcid.org/0000-0003-1158-020X)
- Austin Heffernan (ORCID: https://orcid.org/0000-0001-5086-9220)
- Angela Yang (ORCID: https://orcid.org/0000-0002-9972-4046)
- Alkis J. Psaltis (ORCID: https://orcid.org/0000-0003-2967-1855)
- Madeleine Schaberg (ORCID: https://orcid.org/0000-0002-2338-3468)
- Chaojie Liu (ORCID: https://orcid.org/0000-0003-0877-0424)
- Norbert Banyi (ORCID: https://orcid.org/0000-0002-8856-8180)
- Soraya Abdul-Hadi
- David K. Lerner (ORCID: https://orcid.org/0000-0002-0431-2920)
- Justin H. Turner (ORCID: https://orcid.org/0000-0002-5501-9900)
- Alfred Marc Iloreta
- Joseph Raviv
- James N. Palmer (ORCID: https://orcid.org/0000-0002-7535-9339)
- Lirit Levi (ORCID: https://orcid.org/0000-0002-7075-8752)
- John M. DelGaudio (ORCID: https://orcid.org/0000-0003-0132-8545)
- Esmond Tsai (ORCID: https://orcid.org/0000-0002-9022-7019)
- Ezra Pak‐Harvey
- Do‐Yeon Cho (ORCID: https://orcid.org/0000-0002-5173-8959)
- Andrew Thamboo (ORCID: https://orcid.org/0000-0002-3910-2253)
- Jessica W. Grayson (ORCID: https://orcid.org/0000-0002-2131-8005)
- Vivek C. Pandrangi
- Edward D. McCoul (ORCID: https://orcid.org/0000-0003-1812-2105)
- Chengetai Mahomva (ORCID: https://orcid.org/0000-0001-7933-5441)
- Jeremiah A. Alt (ORCID: https://orcid.org/0000-0003-0560-5028)
- Ethan Soudry (ORCID: https://orcid.org/0000-0003-4846-7614)
- Christina Dorismond (ORCID: https://orcid.org/0000-0002-4333-9763)
- Richard J. Harvey (ORCID: https://orcid.org/0000-0002-6942-8975)
- Rory J. Lubner (ORCID: https://orcid.org/0000-0001-9884-2799)
- Camila S Ríos de Choudens (ORCID: https://orcid.org/0000-0002-1389-0909)
- Daniel Dutra
- Anthony Del Signore
- M. Fieux (ORCID: https://orcid.org/0000-0001-8317-2286)
- Patricia Sacks
- Thomas S. Edwards (ORCID: https://orcid.org/0000-0002-6290-9506)
- Bradford A. Woodworth (ORCID: https://orcid.org/0000-0003-3292-9167)
- Naweed I. Chowdhury (ORCID: https://orcid.org/0000-0001-9826-4917)
- Philip G. Chen (ORCID: https://orcid.org/0000-0002-5468-3324)
- Mathew Geltzeiler (ORCID: https://orcid.org/0000-0001-6553-3885)
- Raymond Sacks (ORCID: https://orcid.org/0000-0002-9260-5175)
- Jayakar V. Nayak (ORCID: https://orcid.org/0000-0003-4454-0861)
- David A. Gudis (ORCID: https://orcid.org/0000-0002-1938-9349)
- Peter H. Hwang (ORCID: https://orcid.org/0000-0002-0786-4675)
- Michael A. Kohanski (ORCID: https://orcid.org/0000-0001-8399-364X)
- Michael T. Chang (ORCID: https://orcid.org/0000-0001-9519-5880)
- Farideh Hosseinzadeh (ORCID: https://orcid.org/0000-0003-1555-4711)
- Zara M. Patel (ORCID: https://orcid.org/0000-0003-2072-982X)
- Megana Challa
- Shaun Edalati (ORCID: https://orcid.org/0000-0001-9452-3942)
- Khaled A. Altartoor
- Dayoung Kim (ORCID: https://orcid.org/0000-0003-3187-7772)
- Lik Hang Lee (ORCID: https://orcid.org/0000-0003-3692-4910)
- Rakesh Chandra (ORCID: https://orcid.org/0000-0002-8330-9809)
- S. Wang
- Satish Govindaraj
- Sarah K. Wise (ORCID: https://orcid.org/0000-0002-6398-0056)
- Argyro Leventi (ORCID: https://orcid.org/0009-0007-1945-0289)
- Peter‐John Wormald
- Nicolaus D. Knight
- Ahmad Mahmoudi (ORCID: https://orcid.org/0000-0003-3397-674X)
- Clariliz Munet Colon
- Jose Busquets Ferriol
Institutions
- Université Claude Bernard Lyon 1 (FR)
- The University of Sydney (AU)
- Ochsner Health System (US)
- Emory University (US)
- Tel Aviv University (IL)
- Oregon Health & Science University (US)
- The University of Texas at San Antonio Health Science Center (US)
- University of Nicosia (CY)
- University of South Dakota (US)
- University of Puerto Rico System (PR)
- Vanderbilt University (US)
- University of Utah (US)
- University of Sioux Falls (US)
- Rabin Medical Center (IL)
- UNSW Sydney (AU)
- University of Alabama at Birmingham (US)
- Endeavor Charter School (US)
- Hospices Civils de Lyon (FR)
- Hôpital Lyon Sud (FR)
- Stanford Medicine (US)
- St. Paul's Hospital (CA)
- The University of Adelaide (AU)
- Columbia University (US)
- University of Pennsylvania (US)
- Stanford University (US)
- Icahn School of Medicine at Mount Sinai (US)
- Macquarie University (AU)
Publication Details
- Journal
- Communications Medicine
- Published
- 2025-10-08
- DOI
- https://doi.org/10.1038/s43856-025-01134-9
- Primary Topic
- Head and Neck Surgical Oncology
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- AstraZeneca
- GlaxoSmithKline
- Sanofi
- Stryker
- Regeneron Pharmaceuticals