A System for Spatio-Temporal Cell Detection and Segmentation in Time-Lapse Microscopy Submitted by admin on Wed, 12/15/2021 - 10:06 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.
AIM in Osteoporosis Submitted by admin on Thu, 09/30/2021 - 00:32 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.
Discriminative Localized Sparse Representations for Breast Cancer Screening Submitted by admin on Tue, 05/04/2021 - 15:30 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.
Sparse analysis of deep features for characterization of breast masses Submitted by admin on Mon, 04/19/2021 - 21:19 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.
Spatially localized sparse representations for breast lesion characterization Submitted by admin on Wed, 08/12/2020 - 10:27 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.
Integrative blockwise sparse analysis for tissue characterization and classification Submitted by admin on Mon, 06/15/2020 - 13:37 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.
Multi-atlas-based tissue identification in the lower leg using pQCT Submitted by admin on Wed, 04/01/2020 - 20:02 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.
Shape Modeling and Atlas-Based Segmentation for Identification of Lower Leg Tissues in pQCT Submitted by admin on Wed, 04/01/2020 - 20:00 S. Makrogiannis, Okorie, A., Biswas, T., and Ferrucci, L., “Shape Modeling and Atlas-Based Segmentation for Identification of Lower Leg Tissues in pQCT”, in 2019 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 2019.
Region-based image registration for remote sensing imagery Submitted by admin on Fri, 11/01/2019 - 09:38 A. Okorie and Makrogiannis, S., “Region-based image registration for remote sensing imagery”, Computer Vision and Image Understanding, vol. 189, p. 102825, 2019.
Automated Cell Tracking using Motion Prediction-based Matching and Event Handling Submitted by admin on Thu, 01/03/2019 - 17:09 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.
