Arina A. Zamfir
Papers
2
Total Citations
5
H-Index
2
About
Arina A. Zamfir is a rising researcher at the intersection of radiation oncology, machine learning, and pediatric cancer care. Her work focuses on improving treatment precision and reducing toxicity through predictive analytics and advanced radiotherapy techniques. In her landmark multicenter study, the ICAROS project, Zamfir developed a machine learning-based model to predict acute gastrointestinal and genitourinary toxicity in prostate cancer patients undergoing salvage radiotherapy—a critical step toward personalized treatment planning. This work, already garnering early citations, demonstrates her ability to harness AI for clinical decision-making. She has also contributed a comprehensive narrative review on the use of CyberKnife stereotactic radiosurgery in pediatric oncology, addressing the unique challenge of minimizing long-term radiation effects in developing tissues. By synthesizing treatment approaches and outcomes, Zamfir provides a valuable roadmap for safer radiotherapy in children. Her dual focus on adult and pediatric populations highlights a versatile commitment to reducing toxicity across the oncology spectrum. With her innovative integration of machine learning into clinical workflows, Arina A. Zamfir is establishing herself as a forward-thinking voice in modern radiation oncology.
Research Focus
Key Achievements
Top Papers
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- 2