Publications
Publications [Link]
2024
[1] Nickolas Littlefield, Soheyla Amirian, Jacob Biehl, Edward G. Andrews, Michael Kann, Nicole Myers, Leah Reid, Adolph J. Yates Jr., Brian J. McGrory, Bambang Parmanto, Thorsten M. Seyler, Johannes F. Plate, Hooman H. Rashidi, Ahmad P. Tafti, Generative AI in Orthopedics: An Explainable Deep Few-Shot Image Augmentation Pipeline for Plain Knee Radiographs and Kellgren–Lawrence Grading, Journal of the American Medical Informatics Association, 2024.
[2] Gong M, Finger LE, Letter C, Amirian S, Parmanto B, OMalley M, Klatt BA, Tafti AP, Plate JF. Development and Validation of a Mobile Phone Application for Measuring Knee Range of Motion. The Journal of Knee Surgery. 2024 Aug 14.
[3] Siddiqui IA, Littlefield N, Carlson LA, Gong M, Chhabra A, Menezes Z, Mastorakos GM, Thakar SM, Abedian M, Lohse I, Plate JF, Weiss KR, Moradi H, Amirian S, Tafti AP. Fair Al-powered orthopedic image segmentation: addressing bias and promoting equitable healthcare. Scientific Reports, 2024, 14(1), p.16105.
[4] Soheyla Amirian, Matthew Gong, Logan Finger, Johannes Plate, Ahmad P Tafti, “Development and Validation of a Smartphone App for Automated Knee Range of Motion Measurement in a Clinical Setting”, AMIA 2024 Informatics Summit.
2023
[1] Amirian S, Ghazaleh H, Gong M, Finger L, Carlson L, Plate JF, Tafti AP. HexAI-TJAtxt: A Textual Dataset to Advance Open Scientific Research in Total Joint Arthroplasty. Data in Brief, 2023, ISSN 2352-3409, doi.org/10.1016/j.dib.2023.109738.
[2] Littlefield N, Plate JF, Weiss KR, Lohse I, Chhabra A, Siddiqui IA, Menezes Z, Mastorako G, Moradi H, Amirian S, Tafti AP. Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs. IEEE BHI. 2023.
[3] Littlefield N, Plate JF, Weiss KR, Lohse I, Chhabra A, Siddiqui IA, Menezes Z, Mastorako G, Amirian S, Moradi H, Tafti AP. Al Fairness in Hip Bony Anatomy Segmentation: Analyzing and Mitigating Gender and Racial Bias in Plain Radiography Analysis. IEEE ICHI. 2023.
[4] Littlefield N, Moradi H, Amirian S, Kremers HM, Plate JF, Tafti AP. Enforcing Explainable Deep Few-Shot Learning to Analyze Plain Knee Radiographs: Data from the Osteoarthritis Initiative. IEEE ICHI. 2023.
[5] Siddiqui IA, Littlefield N, Carlson LA, Gong M, Chhabra A, Menezes Z, Mastorakos GM, Thakar SM, Abedian M, Lohse I, Plate JF, Weiss KR, Moradi H, Amirian S, Tafti AP. Fair Al-powered orthopedic image segmentation: addressing bias and promoting equitable healthcare. Scientific Reports, 2024, 14(1), p.16105.
2022
[1] Amirian S, Ghazaleh H, Assefi M, Kremers HM, Arabnia HR, Plate JF, Tafti AP. Word Embedding Neural Networks to Advance Knee Osteoarthritis Research. arXiv preprint arXiv:2212.11933. 2022 Dec 22. [Link]