Publications by authors named "Alejandra M Fuentes"
Page 1 of 1
Synopsis of recent research by authors named "Alejandra M Fuentes"
- Alejandra M Fuentes' research primarily focuses on utilizing Raman spectroscopy alongside machine learning techniques to investigate metabolic changes associated with cancer treatments, emphasizing their implications for radiation-induced lung injury and tumor response to radiation therapy.
- Her studies highlight the effectiveness of Raman spectroscopy in differentiating tissue states in murine models of radiation-induced lung injury (RILI) and identify biochemical signatures that can inform treatment strategies for more effective outcomes in cancer therapy.
- The integration of explainable convolutional neural networks with Raman spectroscopy in her work enhances the understanding of cancer cell metabolism and radiation response, showing promise for predictive modeling in cancer treatment resistance and recovery.
