Soheyla Amirian

According to our database, Soheyla Amirian authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Generative AI in orthopedics: an explainable deep few-shot image augmentation pipeline for plain knee radiographs and Kellgren-Lawrence grading.

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

J. Am. Medical Informatics Assoc., 2024

2023

Explainable AI in Orthopedics: Challenges, Opportunities, and Prospects.

Soheyla Amirian, Luke A. Carlson, Matthew F. Gong, Ines Lohse, Kurt R. Weiss, Johannes F. Plate, Ahmad P. Tafti

CoRR, 2023

AI Fairness in Hip Bony Anatomy Segmentation: Analyzing and Mitigating Gender and Racial Bias in Plain Radiography Analysis.

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

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Enforcing Explainable Deep Few-Shot Learning to Analyze Plain Knee Radiographs: Data from the Osteoarthritis Initiative.

Nickolas Littlefield, Hamidreza Moradi, Soheyla Amirian, Hilal Maradit Kremers, Johannes F. Plate, Ahmad P. Tafti

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs.

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

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

An Integrated Approach for Video Captioning and Applications.

Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia

CoRR, 2022

Word Embedding Neural Networks to Advance Knee Osteoarthritis Research.

Soheyla Amirian, Husam Ghazaleh, Mehdi Assefi, Hilal Maradit Kremers, Hamid R. Arabnia, Johannes F. Plate, Ahmad P. Tafti

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021

Automatic Generation of Descriptive Titles for Video Clips Using Deep Learning.

Soheyla Amirian, Khaled Rasheed, Thiab R. Taha, Hamid R. Arabnia

CoRR, 2021

The Use of Video Captioning for Fostering Physical Activity.

Soheyla Amirian, Abolfazl Farahani, Hamid R. Arabnia, Khaled Rasheed, Thiab R. Taha

CoRR, 2021

Generative Adversarial Network Applications in Creating a Meta-Universe.

Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

2020

Stereotype-Free Classification of Fictitious Faces.

Mohammadhossein Toutiaee, Soheyla Amirian, John A. Miller, Sheng Li

CoRR, 2020

Automatic Image and Video Caption Generation With Deep Learning: A Concise Review and Algorithmic Overlap.

Soheyla Amirian, Khaled Rasheed, Thiab R. Taha, Hamid R. Arabnia

IEEE Access, 2020