Muhammad Usman Akbar

PhD Student

Research Lines

Center

Contacts

PAVIS, IIT, 8th Floor, Tower B, GREAT Campus, Erzelli - Via Enrico Melen, 83, 16152 Genova GE, Italy.
3487622058

Interests

Machine Learning Deep Learning Bio-medical Imaging

IIT Publications

  • 2021
  • Doria S., Valeri F., Lasagni L., Sanguineti V.iit, Ragonesi R.iit, Akbar M.U.iit, Gnerucci A., Del Bue A.iit, Marconi A., Risaliti G., Grigioni M., Miele V., Sona D.iit, Cisbani E., Gori C., Taddeucci A.
    DOI

    Addressing signal alterations induced in CT images by deep learning processing: A preliminary phantom study

    Physica Medica, vol. 83, pp. 88-100
  • Akbar M.U.iit, Murino V., Sona D.

    Multimodal Segmentation of Medical Images with Heavily Missing Data

    IEEE International Conference on Biomedical and Health Informatics (BHI'21)
  • Akbar M.U.iit, Yamin M.A.iit, Murino V.iit, Sona D.iit
    DOI

    Organ Segmentation with Recursive Data Augmentation for Deep Models

    Lecture Notes in Computer Science, vol. 12661 LNCS, pp. 337-343
  • 2020
  • Yamin M.A.iit, Tessadori J.iit, Akbar M.U.iit, Dayan M., Murino V.iit, Sona D.iit
    DOI

    Geodesic Clustering of Positive Definite Matrices for Classification of Mental Disorder Using Brain Functional Connectivity

    Proceedings of the International Joint Conference on Neural Networks
  • 2019
  • Akbar M.U.iit, Aslani S.iit, Murino V.iit, Sona D.iit
    DOI

    Multiple organs segmentation in abdomen CT scans using a cascade of CNNs

    Lecture Notes in Computer Science, vol. 11751 LNCS, pp. 509-516
  • Akbar M.U.iit, Murino V.iit, Sona D.iit
    DOI

    Segmentation of Kidney and Tumor using Auxiliary Information

    University of Minnesota Digital Conservancy