Publications (10) GERMAN GONZALEZ SERRANO publications View referenced research data.

filter_list Electrical and Electronic Engineering

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

2020

  1. Biomarker Localization from Deep Learning Regression Networks

    IEEE Transactions on Medical Imaging, Vol. 39, Núm. 6, pp. 2121-2132

2019

  1. Localizing image-based biomarker regression without training masks: A new approach to biomarker discovery

    Proceedings - International Symposium on Biomedical Imaging

2018

  1. Automated Agatston score computation in non-ECG gated CT scans using deep learning

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

  3. Multi-structure segmentation from partially labeled datasets. Application to body composition measurements on CT scans

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Multiorgan structures detection using deep convolutional neural networks

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

  5. On the relevance of the loss function in the agatston score regression from non-ECG gated CT scans

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2015

  1. AUTOMATIC VENTRICLE DETECTION IN COMPUTED TOMOGRAPHY PULMONARY ANGIOGRAPHY

    2015 IEEE 12TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI)

2009

  1. Learning rotational features for filament detection

    2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009