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Assessing Algorithmic Fairness With a Multimodal Artificial Intelligence Model in Men of African and Non-African Origin on NRG Oncology Prostate Cancer Phase III Trials
3
Zitationen
28
Autoren
2025
Jahr
Abstract
Using cooperative group data sets with a racially diverse population, the MMAI algorithm performed well across racial subgroups without evidence of algorithmic bias.
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Autoren
- Mack Roach
- Jingbin Zhang
- Osama Mohamad
- Douwe van der Wal
- Jeffry Simko
- Sandy DeVries
- Huei–Chung Huang
- Songwan Joun
- Edward M. Schaeffer
- Todd M. Morgan
- Jessica Keim‐Malpass
- Emmalyn Chen
- Rikiya Yamashita
- Jedidiah M. Monson
- Farah Naz
- James Wallace
- Jean-Paul Bahary
- Derek Wilke
- Sonny Batra
- Gregory Biedermann
- Sergio Faria
- Ling-Ling Hwang
- Howard M. Sandler
- Daniel E. Spratt
- Stephanie L. Pugh
- Andre Esteva
- Phuoc T. Tran
- Felix Y. Feng
Institutionen
- University of California San Francisco Medical Center(US)
- University of California, San Francisco(US)
- Northwestern University(US)
- Michigan Center for Translational Pathology(US)
- University of Michigan–Ann Arbor(US)
- Saint John Regional Hospital(CA)
- Horizon Health Network(CA)
- Ingalls Memorial Hospital(US)
- Centre Hospitalier de l’Université de Montréal(CA)
- Nova Scotia Cancer Centre(CA)
- Health Sciences Centre(CA)
- VA Boston Healthcare System(US)
- University of Missouri(US)
- McGill University Health Centre(CA)
- Keck Hospital of USC(US)
- Cedars-Sinai Medical Center(US)
- University Hospitals Seidman Cancer Center(US)
- Case Western Reserve University(US)
- American College of Radiology(US)
- NRG Oncology(US)
- Sidney Kimmel Cancer Center(US)
- Sidney Kimmel Comprehensive Cancer Center(US)
- Johns Hopkins University(US)