All Stories

  1. An exploration of structural brain differences in Autism Spectrum Disorders: A multi-parcellation and multi-age analysis

    Article • Biomedical Signal Processing and Control, June 2024, Elsevier

    Charlens Alvarez-Jimenez

  2. Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation

    Article • April 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Charlens Alvarez-Jimenez

  3. A One-Class Variational Autoencoder (OCVAE) Cascade for Classifying Atypical Bone Marrow Cell Sub-types

    Article • January 2023, Springer Science + Business Media

    Charlens Alvarez-Jimenez

  4. A supervised subtype differentiation learning for building invariant features of non-small cell lung cancer in a latent space of a Variational Autoencoder

    Article • December 2021, SPIE

    Charlens Alvarez-Jimenez

  5. Identifying Cross-Scale Associations between Radiomic and Pathomic Signatures of Non-Small Cell Lung Cancer Subtypes: Preliminary Results

    Article • Cancers, December 2020, MDPI AG

    Charlens Alvarez-Jimenez

  6. Radiomic Texture and Shape Descriptors of the Rectal Environment on Post-Chemoradiation T2-Weighted MRI are Associated with Pathologic Tumor Stage Regression in Rectal Cancers: A Retrospective, Multi-Institution Study

    Article • Cancers, July 2020, MDPI AG

    Charlens Alvarez-Jimenez

  7. Cell density features from histopathological images to differentiate non-small cell lung cancer subtypes

    Article • January 2020, SPIE

    Charlens Alvarez-Jimenez

  8. Adaptive frequency saliency model based on convolutional neural networks: a case study for prostate cancer MRI

    Article • January 2020, SPIE

    Charlens Alvarez-Jimenez

  9. Autism Spectrum Disorder characterization in children by capturing local‐regional brain changes

    Article • Medical Physics, November 2019, Wiley

    Charlens Alvarez-Jimenez

  10. Differentiating Cancerous and Non-cancerous Prostate Tissue Using Multi-scale Texture Analysis on MRI

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Charlens Alvarez-Jimenez

  11. Tele-Pathology: A Use Case In Colombia

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Charlens Alvarez-Jimenez

  12. STructural Rectal Atlas Deformation (StRAD) Features for Characterizing Intra- and Peri-wall Chemoradiation Response on MRI

    Article • January 2019, Springer Science + Business Media

    Charlens Alvarez-Jimenez

  13. Autism Spectrum Disorders (ASD) Characterization in Children by Decomposing MRI Brain Regions with Zernike Moments

    Article • January 2019, Springer Science + Business Media

    Charlens Alvarez-Jimenez

  14. Extracting multiscale patterns for classification of non-small cell lung cancer in CT images

    Article • December 2018, SPIE

    Charlens Alvarez-Jimenez

  15. A multiresolution prostate representation for automatic segmentation in MRI

    Article • Medical Physics, April 2017, Wiley

    Charlens Alvarez-Jimenez

  16. Human features extraction by using anatomical and low level image descriptors from whole body images

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Charlens Alvarez-Jimenez