Publications

S. Makrogiannis, Zheng, K., and Harris, C., “Discriminative Localized Sparse Approximations for Mass Characterization in Mammograms”, Frontiers in Oncology, 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.

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.

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.

K. Zheng, Jennane, R., and Makrogiannis, S., “Ensembles of Sparse Classifiers for Osteoporosis Characterization in Digital Radiographs”, in SPIE Medical Imaging 2019: Computer-Aided Diagnosis, 2019.

K. Zheng and Makrogiannis, S., “A Pattern Recognition System for Bone Texture Characterization from Digital Radiography,”, IEEE International Conference on Engineering in Medicine and Biology. pp. 1034-1037, 2016.