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Ethical Framework for Responsible Foundational Models in Medical Imaging

Debesh Jha, Gorkem Durak, Abhijit Das, Jasmer Sanjotra, Onkar Susladkar, Suramyaa Sarkar, Ashish Rauniyar, Nikhil Kumar Tomar, Linkai Peng, Sirui Li, Koushik Biswas, Ertugrul Aktas,Elif Keles, Matthew Antalek, Zheyuan Zhang, Bin Wang, Xin Zhu, Hongyi Pan, Deniz Seyithanoglu,Alpay Medetalibeyoglu,Vanshali Sharma, Vedat Cicek, Amir A Rahsepar, Rutger Hendrix, A Enis Cetin,Bulent Aydogan, Mohamed Abazeed, Frank H Miller, Rajesh N Keswani, Hatice Savas,Sachin Jambawalikar,Daniela P Ladner,Amir A Borhani, Concetto Spampinato,Michael B Wallace,Ulas Bagci

Frontiers in medicine(2025)

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Key words
foundational models,ethical AI,responsible AI,medical imaging,fairness
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