Contact
Dr. Chelsea Harris
- Position: Assistant Professor
- Educational background:
B.Sc. in Mathematics Education, Delaware State University, Delaware/USA
M.Sc. in Mathematics, Delaware State University, Delaware/USA
Ph.D. in Applied Mathematics, Delaware State University, Delaware/USA - Research interests: Computer-aided diagnosis, sparse analysis, machine learning, artificial intelligence in medicine, biomedical imaging, image analysis
- Selected publications
- Harris, C., Liu, L., Almeda, L., Kassick, C., & Makrogiannis, S. (2025, April). Artificial intelligence in pediatric osteopenia diagnosis: evaluating deep network classification and model interpretability using wrist X-rays. Bone Reports, 101845.
- Harris, C., Liu, L., & Makrogiannis, S. (2025). Pediatric Osteopenia Prediction and Interpretation in Wrist X-rays. In Medical Imaging 2025: Computer-Aided Diagnosis. SPIE.
- Harris, C., Okorie, U., & Makrogiannis, S. (2024, May). Mammographic Breast Density Classification by Integration of Deep Dictionaries and Multi-Model Sparse Approximations. In 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (pp. 1-5). IEEE.
- Harris, C., Okorie, U., & Makrogiannis, S. (2023). Spatially Localized Sparse Approximations of Deep Features for Breast Mass Characterization. Mathematical Biosciences and Engineering: MBE, 20(9), 15859.
- Harris, C. E., & Makrogiannis, S. (2022, June). Sparse Analysis of Block-Boosted Deep Features for Osteoporosis Classification. In 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) (pp. 1-5). IEEE.
- Makrogiannis, S., Zheng, K., & Harris, C. (2021). Discriminative Localized Sparse Approximations for Mass characterization in Mammograms. Frontiers in Oncology, 11, 725320.
- Zheng, K., Harris, C., Bakic, P., & Makrogiannis, S. (2020). Spatially Localized Sparse Representations for Breast Lesion Characterization. Computers in Biology and Medicine, 123, 103914.
- Makrogiannis, S., Harris, C. E., & Zheng, K. (2020, October). Discriminative Localized Sparse Representations for Breast Cancer Screening. In International Symposium on Mathematical and Computational Oncology (pp. 32-43). Cham: Springer International Publishing.
