Visual transformer and deep CNN prediction of high-risk COVID-19 infected patients using fusion of CT images and clinical data. - Sara Saberi Tehrani Moghadam; Maral Zarvani; Paria Amiri; Zahra Ghods; Masoomeh Raoufi; Seyed Amir Ahmad Safavi-Naini; Amirali Soheili; Mohammad Gharib; Hamid Abbasi 001 (BMC Medical Informatics Decis. Mak., 2023)

Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models. - Seyed Amir Ahmad Safavi-Naini; Shuhaib Ali; Omer Shahab; Zahra Shahhoseini; Thomas Savage; Sara Rafiee; Jamil S. Samaan; Reem Al Shabeeb; Farah Ladak; Jamie O. Yang; Juan Echavarria; Sumbal Babar; et al. (CoRR, 2024)

Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data. - Mohammadreza Ghaffarzadeh-Esfahani; Mahdi Ghaffarzadeh-Esfahani; Arian Salahi-Niri; Hossein Toreyhi; Zahra Atf; Amirali Mohsenzadeh-Kermani; Mahshad Sarikhani; Zohreh Tajabadi; Fatemeh Shojaeian; Mohammad Hassan Bagheri; Aydin Feyzi; Mohammadamin Tarighatpayma; et al. (CoRR, 2024)

Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment. - Thomas Savage; John Wang; Robert Gallo; Abdessalem Boukil; Vishwesh Patel; Seyed Amir Ahmad Safavi-Naini; Ali Soroush; Jonathan H. Chen (J. Am. Medical Informatics Assoc., 2025)

Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models. - Nariman Naderi; Seyed Amir Ahmad Safavi-Naini; Thomas Savage; Zahra Atf; Peter Lewis; Girish N. Nadkarni; Ali Soroush (CoRR, 2025)

Vision Language Models versus Machine Learning Models Performance on Polyp Detection and Classification in Colonoscopy Images. - Mohammad Amin Khalafi; Seyed Amir Ahmad Safavi-Naini; Ameneh Salehi; Nariman Naderi; Dorsa Alijanzadeh; Pardis Ketabi Moghadam; Kaveh Kavosi; Negar Golestani; Shabnam Shahrokh; Soltanali Fallah; Jamil S. Samaan; Nicholas P. Tatonetti; et al. (CoRR, 2025)

The challenge of uncertainty quantification of large language models in medicine. - Zahra Atf; Seyed Amir Ahmad Safavi-Naini; Peter Lewis; Aref Mahjoubfar; Nariman Naderi; Thomas Savage; Ali Soroush (CoRR, 2025)

Evaluating Prompt Engineering Techniques for Accuracy and Confidence Elicitation in Medical LLMs. - Nariman Naderi; Zahra Atf; Peter R. Lewis 001; Aref Mahjoub far; Seyed Amir Ahmad Safavi-Naini; Ali Soroush (CoRR, 2025)