Publications

C. E. Harris, Liu, L., Kennady, D. Adhithya, Bakic, P. R., and Makrogiannis, S., “Breast density classification and decision explainability by deep sparse approximations”, in Medical Imaging 2026: Computer-Aided Diagnosis, 2026.

M. N. Ibrahim, Liu, L., Annasamudram, N. V., Fishbein, K., Spencer, R. G., and Makrogiannis, S., “Segmentation of thigh muscle groups in volumetric fat- and water-suppressed MRI by a hierarchical transformer model”, in Medical Imaging 2026: Image Processing, 2026.

C. E. Harris, Liu, L., Almeida, L., Kassick, C., and Makrogiannis, S., “Artificial intelligence in pediatric osteopenia diagnosis: evaluating deep network classification and model interpretability using wrist X-rays”, Bone Reports, vol. 25, p. 101845, 2025.

C. E. Harris, Liu, L., and Makrogiannis, S., “Pediatric osteopenia prediction and interpretation in wrist x-rays”, in Medical Imaging 2025: Computer-Aided Diagnosis, 2025.