Investigations on chemometric approaches for diagnostic applications utilizing various combinations of spectral and image data types

@inproceedings{Ryabchykov2019InvestigationsOC,
  title={Investigations on chemometric approaches for diagnostic applications utilizing various combinations of spectral and image data types},
  author={Oleg Ryabchykov},
  year={2019}
}
In the presented work, several data fusion and machine learning approaches were explored within the frame of the data combination for various measurement techniques in biomedical applications. For each of the measurement techniques used in this work, the data was ana-lyzed by means of machine learning. Prior to applying these machine learning algorithms, a specific preprocessing pipeline for each type of data had to be established. These pipelines made it possible to standardize the data and to… CONTINUE READING