Publications [Link]

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. AI 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.

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]