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null Anthony Bozzo, MD, M.Sc., FRCSC

Junior Scientist, RI-MUHC

Cancer Research Program

Centre for Outcomes Research and Evaluation

 

Keywords

Sarcoma • AI • multimodal neural network

Research Focus

My research focuses on using advanced AI techniques like multimodal neural networks to help patients with cancer. Along with collaborators from Memorial Sloan Kettering Cancer Center, we developed the world's first mutimodal neural network that can analyze a patient's MRI of their sarcoma to help guide their management. We are working to make this work multi-institutional using federated learning.

Selected Publications

Click on Pubmed to see my current publications list

  • Bozzo, A., Hollingsworth, A., Chatterjee, S., Apte, A., Deng, J., Sun, S., ... & Healey, J. H. (2024). A multimodal neural network with gradient blending improves predictions of survival and metastasis in sarcoma. npj Precision Oncology, 8(1), 188.

  • Bozzo, A., Tsui, J. M., Bhatnagar, S., & Forsberg, J. (2022). Deep Learning and Multimodal Artificial Intelligence in Orthopaedic Surgery. JAAOS-Journal of the American Academy of Orthopaedic Surgeons, 10-5435.

  • Deng, J., Moskalyk, M., Shammas‐Toma, M., Aoude, A., Ghert, M., Bhatnagar, S., & Bozzo, A. (2024). Development of Machine Learning Models for Predicting the 1‐Year Risk of Reoperation After Lower Limb Oncological Resection and Endoprosthetic Reconstruction Based on Data From the PARITY Trial. Journal of Surgical Oncology.

  • Deng, J., Heybati, K., Park, Y. J., Zhou, F., & Bozzo, A. (2024). Artificial intelligence in clinical practice: a look at ChatGPT. Cleve Clin J Med, 91, 173-80.

  • Bozzo, A., Aysola, V., Yeung, C. M., Healey, J. H., & Prince, D. E. (2024). Distraction Osteogenesis Reconstruction Following Resection of Bone Sarcomas: Surgical, Functional, and Oncological Outcomes from a Prospective Trial Analysis. JBJS, 106(13), 1205-1211.