I'm Alejandra, a Biomedical Engineer and PhD candidate in Informatics at the Technical University of Munich.
I have experience working in Medical Imaging, Machine Learning, Signal Processing and Computer Vision applied to healthcare.
My highlighted projects are:
- Analysis of the newborn lung: Deep Learning for Segmentation of the Neonatal Lung in MRI and Analysis of Lung Disease.
- Video-based Heart Rate: RNN architecture for remote heart rate measurement using video input.
- Automated reading of paper colorimetric sensors: Autoencoder architecture for denoising and performing latent space regression.