Publications

Found 77 results
2021
S. Makrogiannis and Zheng, K., AIM in Osteoporosis, in Artificial Intelligence in Medicine, N. Lidströmer and Ashrafian, H., Eds. Cham: Springer International Publishing, 2021, pp. 1–17.
S. Makrogiannis, Zheng, K., and Harris, C., Discriminative Localized Sparse Approximations for Mass Characterization in Mammograms, Frontiers in Oncology, 2021.
S. Makrogiannis, Editorial for "Cross-Cohort Automatic Knee MRI Segmentation with Multi-Planar U-Nets", Journal of Magnetic Resonance Imaging: JMRI, 2021.
S. Makrogiannis, Zheng, K., and Harris, C., Sparse analysis of deep features for characterization of breast masses, in Medical Imaging 2021: Computer-Aided Diagnosis, 2021.
S. Makrogiannis, Annasamudram, N., Wang, Y., Miranda, H., and Zheng, K., A System for Spatio-Temporal Cell Detection and Segmentation in Time-Lapse Microscopy, in Workshop on Machine Learning and Artificial Intelligence in Bioinformatics and Medical Informatics (MABM 2021) in conjunction with 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021.
2020
F. Boukari and Makrogiannis, S., Automated Cell Tracking using Motion Prediction-based Matching and Event Handling, IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 17, no. 3, pp. 959-971, 2020.
S. Makrogiannis, Harris, C. E., and Zheng, K., Discriminative Localized Sparse Representations for Breast Cancer Screening, in Mathematical and Computational Oncology - Second International Symposium, ISMCO 2020, San Diego, CA, USA, October 8-10, 2020, Proceedings, 2020.
K. Zheng, Harris, C. E., Jennane, R., and Makrogiannis, S., Integrative blockwise sparse analysis for tissue characterization and classification, Artificial Intelligence in Medicine, vol. 107, p. 101885, 2020.
S. Makrogiannis, Okorie, A., Biswas, T., and Ferrucci, L., Multi-atlas-based tissue identification in the lower leg using pQCT, in SPIE Medical Imaging 2020: Image Processing, 2020.
K. Zheng, Harris, C., Bakic, P., and Makrogiannis, S., Spatially localized sparse representations for breast lesion characterization, Computers in Biology and Medicine, vol. 123, p. 103914, 2020.
2017
A. M. Okorie and Makrogiannis, S., Automated Feature-Based Registration Techniques for Satellite Imagery, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). pp. 5137-5140, 2017.
N. V. Orlov, Makrogiannis, S., Ferrucci, L., and Goldberg, I. G., Differential Aging Signals in Abdominal CT Scans, Academic Radiology, vol. 24, no. 12, pp. 1535 - 1543, 2017.
T. Dassopoulos, Karargyris, A., Makrogiannis, S., and Bourbakis, N., A preliminary study for automatic accurate detection of adenomatous polyps in the small intestine, 2017 IEEE EMBS International Conference on Biomedical Health Informatics (BHI). pp. 117-120, 2017.
K. Zheng and Makrogiannis, S., Sparse Representation using Block Decomposition for Characterization of Imaging Patterns., Proceedings of 3rd International Workshop on Patch-based Techniques in Medical Imaging (2017). pp. 158-166, 2017.

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