Publications (6) GERMAN GONZALEZ SERRANO publications View referenced research data.

filter_list Medical Physics

2021

  1. Convolutional neural networks in advanced biomedical imaging applications

    Deep Learning for Biomedical Data Analysis: Techniques, Approaches, and Applications (Springer International Publishing), pp. 197-236

2019

  1. Biomedical Image Processing with Containers and Deep Learning: An Automated Analysis Pipeline: Data architecture, artificial intelligence, automated processing, containerization, and clusters orchestration ease the transition from data acquisition to insights in medium-to-large datasets

    BioEssays, Vol. 41, Núm. 6

2018

  1. Deep learning for biomarker regression: Application to osteoporosis and emphysema on chest CT scans

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

2016

  1. Automated Agatston score computation in a large dataset of non ECG-gated chest computed tomography

    Proceedings - International Symposium on Biomedical Imaging

2015

  1. Automatic ventricle detection in Computed Tomography Pulmonary Angiography

    Proceedings - International Symposium on Biomedical Imaging

2014

  1. System for clinical photometric stereo endoscopy

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE