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Muhammad Usman Akbar

PhD Student
Pattern Analysis and Computer Vision
Research center
About
All Publications
2021
Doria S., Valeri F., Lasagni L., Sanguineti V., Ragonesi R., Akbar M.U., Gnerucci A., Del Bue A., Marconi A., Risaliti G., Grigioni M., Miele V., Sona D., Cisbani E., Gori C., Taddeucci A.
Addressing signal alterations induced in CT images by deep learning processing: A preliminary phantom study
Physica Medica, vol. 83, pp. 88-100
Article Journal
2021
Akbar M.U., Murino V., Sona D.
Multimodal Segmentation of Medical Images with Heavily Missing Data
IEEE International Conference on Biomedical and Health Informatics (BHI'21)
Conference Paper Conference
2021
Akbar M.U., Yamin M.A., Murino V., Sona D.
Organ Segmentation with Recursive Data Augmentation for Deep Models
Lecture Notes in Computer Science, vol. 12661 LNCS, pp. 337-343
Conference Paper Book Series
2020
Yamin M.A., Tessadori J., Akbar M.U., Dayan M., Murino V., Sona D.
Geodesic Clustering of Positive Definite Matrices for Classification of Mental Disorder Using Brain Functional Connectivity
Proceedings of the International Joint Conference on Neural Networks
Conference Paper Conference
2019
Akbar M.U., Aslani S., Murino V., Sona D.
Multiple organs segmentation in abdomen CT scans using a cascade of CNNs
Lecture Notes in Computer Science, vol. 11751 LNCS, pp. 509-516
Conference Paper Book Series