A Dual-Branch Network with Mixed and Self-Supervision for Medical Image Segmentation: An Application to Segment Edematous Adipose Tissue. - Jianfei Liu; Omid Shafaat; Ronald M. Summers (MILLanD@MICCAI, 2023)

Improved subcutaneous edema segmentation on abdominal CT using a generated adipose tissue density prior. - Jianfei Liu; Omid Shafaat; Sayantan Bhadra; Christopher Parnell; Ayden Harris; Ronald M. Summers (Int. J. Comput. Assist. Radiol. Surg., 2024)

A unified approach to medical image segmentation by leveraging mixed supervision and self and transfer learning (MIST). - Jianfei Liu; Sayantan Bhadra; Omid Shafaat; Pritam Mukherjee; Christopher Parnell; Ronald M. Summers (Comput. Medical Imaging Graph., 2025)