Publications of Marco Caballo


  1. M. Caballo, D. Pangallo, R. Mann and I. Sechopoulos. "Deep learning-based segmentation of breast masses in dedicated breast CT imaging: Radiomic feature stability between radiologists and artificial intelligence.", Computers in Biology and Medicine 2020. Abstract DOI

  2. F. Heutink, V. Koch, B. Verbist, W. van der Woude, E. Mylanus, W. Huinck, I. Sechopoulos and M. Caballo. "Multi-Scale Deep Learning Framework for Cochlea Localization, Segmentation and Analysis on Clinical Ultra-High-Resolution CT Images.", Computer Methods and Programs in Biomedicine 2020. Abstract DOI


  1. M. Caballo, K. Michielsen, C. Fedon and I. Sechopoulos. "Towards 4D dedicated breast CT perfusion imaging of cancer: development and validation of computer simulated images.", PMB 2019. Abstract DOI


  1. M. Caballo, J.M. Boone, R. Mann and I. Sechopoulos. "An unsupervised automatic segmentation algorithm for breast tissue classification of dedicated breast computed tomography images.", Medical physics 2018;45:2542-2559. Abstract DOI PMID

  2. M. Caballo, C. Fedon, L. Brombal, R. Mann, R. Longo and I. Sechopoulos. "Development of 3D patient-based super-resolution digital breast phantoms using machine learning.", Phys Med Biol. 2018;63. Abstract DOI

  3. M. Caballo, R. Mann and I. Sechopoulos. "Patient-Based 4D Digital Breast Phantom for Perfusion Contrast-Enhanced Breast CT Imaging.", Medical physics 2018;45:4448-4460. Abstract DOI

  4. C. Fedon, M. Caballo, R. Longo, A. Trianni and I. Sechopoulos. "Internal breast dosimetry in mammography: Experimental methods and Monte Carlo validation with a monoenergetic x-ray beam.", Medical physics 2018;45:1724-1737. Abstract DOI PMID

  5. C. Fedon, M. Caballo and I. Sechopoulos. "Internal breast dosimetry in mammography: Monte Carlo validation in homogeneous and anthropomorphic breast phantoms with a clinical mammography system.", Medical Physics 2018. Abstract DOI

  6. C. Fedon, C. Rabin, M. Caballo, O. Diaz, E. García, A. Rodríguez-Ruiz, G.A. González-Sprinberg and I. Sechopoulos. "Monte Carlo study on optimal breast voxel resolution for dosimetry estimates in digital breast tomosynthesis.", Physics in medicine and biology 2018;64:015003. Abstract DOI PMID