Muhammad Usman Akbar
PhD Student

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 ImagingIIT Publications
- 2021
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DOI
Addressing signal alterations induced in CT images by deep learning processing: A preliminary phantom study
Physica Medica, vol. 83, pp. 88-100 -
DOI
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
Medical Image Analysis, vol. 74 -
DOI
Multimodal Segmentation of Medical Images with Heavily Missing Data
IEEE EMBS International Conference on Biomedical and Health Informatics -
DOI
Organ Segmentation with Recursive Data Augmentation for Deep Models
Lecture Notes in Computer Science, vol. 12661 LNCS, pp. 337-343 - 2020
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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
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DOI
Multiple organs segmentation in abdomen CT scans using a cascade of CNNs
Lecture Notes in Computer Science, vol. 11751 LNCS, pp. 509-516 -
DOI
Segmentation of Kidney and Tumor using Auxiliary Information
University of Minnesota Digital Conservancy