Soheyla Amirian

18 papers B 1Journal 12Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Explainable Feature Engineering in Health Data Science: Empirical Comparison of ChatGPT-4o and Classical Machine Learning Methods. CHASE Behshid Behkamal, Amin Rezaei, Nickolas Littlefield, Samarth Bhardwaj, Leah Reid, Nicole Myers, Soheyla Amirian, Ahmad P. Tafti
2025	J	`jnl`	Predicting cancer survival at different stages: Insights from fair and explainable machine learning approaches. Int. J. Medical Informatics Tejasvi Sanjay Kamble, Hongtao Wang, Nicole Myers, Nickolas Littlefield, Leah Reid, Cynthia S. McCarthy, Young Ji Lee, Hongfang Liu, Liron Pantanowitz, Soheyla Amirian, Hooman H. Rashidi, Ahmad P. Tafti
2025	J	`jnl`	State-of-the-Art in Responsible, Explainable, and Fair AI for Medical Image Analysis. IEEE Access Soheyla Amirian, Fengyi Gao, Nickolas Littlefield, Jonathan H. Hill, Adolph J. Yates, Johannes F. Plate, Liron Pantanowitz, Hooman H. Rashidi, Ahmad P. Tafti
2024	J	`jnl`	Generative AI in orthopedics: an explainable deep few-shot image augmentation pipeline for plain knee radiographs and Kellgren-Lawrence grading. J. Am. Medical Informatics Assoc. Nickolas Littlefield, Soheyla Amirian, Jacob T. Biehl, Edward G. Andrews, Michael Kann, Nicole Myers, Leah Reid, Adolph J. Yates, Brian J. McGrory, Bambang Parmanto, Thorsten M. Seyler, Johannes F. Plate, Hooman H. Rashidi, Ahmad P. Tafti
2023	—	`conf`	AI Fairness in Hip Bony Anatomy Segmentation: Analyzing and Mitigating Gender and Racial Bias in Plain Radiography Analysis. ICHI Nickolas Littlefield, Johannes F. Plate, Kurt R. Weiss, Ines Lohse, Avani Chhabra, Ismaeel A. Siddiqui, Zoe Menezes, George M. Mastorakos, Soheyla Amirian, Hamidreza Moradi, Ahmad P. Tafti
2023	—	`conf`	Enforcing Explainable Deep Few-Shot Learning to Analyze Plain Knee Radiographs: Data from the Osteoarthritis Initiative. ICHI Nickolas Littlefield, Hamidreza Moradi, Soheyla Amirian, Hilal Maradit Kremers, Johannes F. Plate, Ahmad P. Tafti
2023	J	`jnl`	Explainable AI in Orthopedics: Challenges, Opportunities, and Prospects. CoRR Soheyla Amirian, Luke A. Carlson, Matthew F. Gong, Ines Lohse, Kurt R. Weiss, Johannes F. Plate, Ahmad P. Tafti
2023	—	`conf`	Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs. BHI Nickolas Littlefield, Johannes F. Plate, Kurt R. Weiss, Ines Lohse, Avani Chhabra, Ismaeel A. Siddiqui, Zoe Menezes, George M. Mastorakos, Sakshi Mehul Thakar, Mehrnaz Abedian, Matthew F. Gong, Luke A. Carlson, Hamidreza Moradi, Soheyla Amirian, Ahmad P. Tafti
2023	J	`jnl`	Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs. CoRR Nickolas Littlefield, Johannes F. Plate, Kurt R. Weiss, Ines Lohse, Avani Chhabra, Ismaeel A. Siddiqui, Zoe Menezes, George M. Mastorakos, Sakshi Mehul Thakar, Mehrnaz Abedian, Matthew F. Gong, Luke A. Carlson, Hamidreza Moradi, Soheyla Amirian, Ahmad P. Tafti
2022	J	`jnl`	An Integrated Approach for Video Captioning and Applications. CoRR Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia
2022	J	`jnl`	Generative Adversarial Network Applications in Creating a Meta-Universe. CoRR Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia
2022	—	`conf`	Word Embedding Neural Networks to Advance Knee Osteoarthritis Research. CSCI Soheyla Amirian, Husam Ghazaleh, Mehdi Assefi, Hilal Maradit Kremers, Hamid R. Arabnia, Johannes F. Plate, Ahmad P. Tafti
2022	J	`jnl`	Word Embedding Neural Networks to Advance Knee Osteoarthritis Research. CoRR Soheyla Amirian, Husam Ghazaleh, Mehdi Assefi, Hilal Maradit Kremers, Hamid R. Arabnia, Johannes F. Plate, Ahmad P. Tafti
2021	J	`jnl`	Automatic Generation of Descriptive Titles for Video Clips Using Deep Learning. CoRR Soheyla Amirian, Khaled Rasheed, Thiab R. Taha, Hamid R. Arabnia
2021	—	`conf`	Generative Adversarial Network Applications in Creating a Meta-Universe. CSCI Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia
2021	J	`jnl`	The Use of Video Captioning for Fostering Physical Activity. CoRR Soheyla Amirian, Abolfazl Farahani, Hamid R. Arabnia, Khaled Rasheed, Thiab R. Taha
2020	J	`jnl`	Automatic Image and Video Caption Generation With Deep Learning: A Concise Review and Algorithmic Overlap. IEEE Access Soheyla Amirian, Khaled Rasheed, Thiab R. Taha, Hamid R. Arabnia
2020	J	`jnl`	Stereotype-Free Classification of Fictitious Faces. CoRR Mohammadhossein Toutiaee, Soheyla Amirian, John A. Miller, Sheng Li