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Annals of Surgical Oncology|September 8, 2025
Advancing Prognostics in Oncology: Developing a Machine Learning Model for Predicting 2-Year and 5-Year Survival Rates in Patients with Undifferentiated Pleomorphic SarcomaAndrew G Girgis, Bishoy M Galoaa, Marcos R Gonzalez, et al.
The Journal of Bone and Joint Surgery. American Volume|May 26, 2026
Enhancing Osteosarcoma Survival Predictions: A Comparative Study of a Multicomponent-Model Machine Learning Approach Integrating SEER and NCDB Data Sets Versus Conventional Single-Data-Set ModelingBishoy M Galoaa, Sonia E Ubong, Andrew G Girgis, et al.
Clinical Orthopaedics and Related Research|October 7, 2025
Bias or Best Fit? A Comparative Analysis of the SEER and NCDB Data Sets in Single-model Machine Learning for Predicting Osteosarcoma Survival OutcomesAndrew G Girgis, Bishoy M Galoaa, Megan H Goh, et al.
Surgical Oncology|November 1, 2025
Predicting long term survival in myxofibrosarcoma: Development and evaluation of Machine learning models for 2- and 5-year outcomesSanjeev Rampam, Andrew G Girgis, Bishoy M Galoaa, et al.
JBJS Reviews|July 11, 2024
Machine Learning-Assisted Decision Making in Orthopaedic OncologyPaul A Rizk, Marcos R Gonzalez, Bishoy M Galoaa, et al.
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