Saeed, S. U., Yan, W., Yunguan, F., Giganti, F., Yang, Q., Baum, Z., . . . Hu, Y. (2022). Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation. Machine Learning for Biomedical Imaging.

Saeed, S. U., Fu, Y., Stavrinides, V., Baum, Z. M. C., Yang, Q., Rusu, M., . . . Hu, Y. (2022). Image quality assessment for machine learning tasks using meta-reinforcement learning. Medical Image Analysis, 78, 102427. doi:10.1016/j.media.2022.102427

Baum, Z. M. C., Ungi, T., Schlenger, C., Hu, Y., & Barratt, D. C. (2022). Learning Generalized Non-Rigid Multimodal Biomedical Image Registration from Generic Point Set Data.

Baum, Z. M. C., Hu, Y., & Barratt, D. C. (2022). Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration.

Raillard, P., Cristoni, L., Walden, A., Lazzari, R., Pulimood, T., Grandjean, L., . . . Baum, Z. M. C. (2022). Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction.

Saeed, S. U., Fu, Y., Stavrinides, V., Baum, Z. M. C., Yang, Q., Rusu, M., . . . Hu, Y. (2021). Adaptable image quality assessment using meta-reinforcement learning of task amenability. Simplifying Medical Ultrasound. Springer. doi:10.1007/978-3-030-87583-1_19

Chalcroft, L. F., Qu, J., Martin, S. A., Gayo, I. J. M. B., Minore, G. V., Singh, I. R. D., . . . Hu, Y. (2021). Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels. Simplifying Medical Ultrasound. Springer. doi:10.1007/978-3-030-87583-1_3

Grimwood, A., Ramalhinho, J., Baum, Z. M. C., Montaña-Brown, N., Johnson, G. J., Hu, Y., . . . Bonmati, E. (2021). Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12967 LNCS, 169-178. doi:10.1007/978-3-030-87583-1_17

Baum, Z. M. C., Bonmati, E., Cristoni, L., Walden, A., Prados, F., Kanber, B., . . . Hu, Y. (2021). Image quality assessment for closed-loop computer-assisted lung ultrasound. Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 11598. SPIE. doi:10.1117/12.2581865

Saeed, S. U., Fu, Y., Baum, Z. M. C., Yang, Q., Rusu, M., Fan, R. E., . . . Hu, Y. (2021). Learning image quality assessment by reinforcing task amenable data selection.