Deep Transformers For Fast Small Intestine Grounding In Capsule Endoscope Video. - Xinkai Zhao; Chaowei Fang; Feng Gao; De-Jun Fan; Xutao Lin; Guanbin Li (ISBI, 2021)

Cross-Level Contrastive Learning and Consistency Constraint for Semi-Supervised Medical Image Segmentation. - Xinkai Zhao; Chaowei Fang; De-Jun Fan; Xutao Lin; Feng Gao; Guanbin Li (ISBI, 2022)

Semi-supervised Spatial Temporal Attention Network for Video Polyp Segmentation. - Xinkai Zhao; Zhenhua Wu; Shuangyi Tan; De-Jun Fan; Zhen Li 026; Xiang Wan; Guanbin Li (MICCAI (4), 2022)

Masked Frequency Consistency for Domain-Adaptive Semantic Segmentation of Laparoscopic Images. - Xinkai Zhao; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (MICCAI (1), 2023)

Frequency-Calibrated Membership Inference Attacks on Medical Image Diffusion Models. - Xinkai Zhao; Yuta Tokuoka; Junichiro Iwasawa; Keita Oda (CoRR, 2025)

Diffusion-driven distillation and contrastive learning for class-incremental semantic segmentation of laparoscopic images. - Xinkai Zhao; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)

Adaptive sensitivity-fisher regularization for heterogeneous transfer learning of vascular segmentation in laparoscopic videos. - Xinkai Zhao; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)