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Principal Investigator  
Principal Investigator's Name: Fabio Martínez
Institution: Universidad Industrial de Santander
Department: Computer science
Country:
Proposed Analysis: We explore new machine and deep learning alternatives to characterize radiological findings in some pathologies observed through medical visual studies. In such a sense, the main objective of this work is to explore attention mechanisms and other deep learning representations to measure the impact in tasks related to the classification, and the exploration of main spatial attention and salient region related to a particular diagnosis label.
Additional Investigators