2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)

A Feature Regularization Based Meta-Learning Framework for Generalizing Prostate Mri Segmentation

Pub Date : 2022-03-28 DOI: 10.1109/ISBI52829.2022.9761564 Hui Wang, Zeyu Zhang, Bo Zhang, Y. Mi, Jingyun Wu, Haiwen Huang, Zibo Ma, Wendong Wang

Intracranial Vessel Wall Segmentation with Deep Learning Using a Novel Tiered Loss Function to Incorporate Class Inclusion

Pub Date : 2022-03-28 DOI: 10.1109/ISBI52829.2022.9761428 Hanyue Zhou, Jiayu Xiao, Debiao Li, Z. Fan, D. Ruan

Leveraging Clinically Relevant Biometric Constraints to Supervise a Deep Learning Model for the Accurate Caliper Placement to Obtain Sonographic Measurements of the Fetal Brain

Pub Date : 2022-03-28 DOI: 10.1109/ISBI52829.2022.9761493 H. Shankar, Ashwin Narayan, S. Jain, D. Singh, P. Vyas, N. Hegde, P. Kar, A. Lad, J. Thang, J. Atada, D. Nguyen, PS Roopa, A. Vasudeva, P. Radhakrishnan, S. Devalla