Chengkun Sun

According to our database, Chengkun Sun authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Beyond the Embedding Bottleneck: Adaptive Retrieval-Augmented 3D CT Report Generation.

Renjie Liang, Yiling Ma, Yang Xing, Zhengkang Fan, Jinqian Pan, Chengkun Sun, Li Li, Kuang Gong, Jie Xu

CoRR, March, 2026

Enhancing Renal Tumor Malignancy Prediction: Deep Learning with Automatic 3D CT Organ Focused Attention.

Zhengkang Fan, Chengkun Sun, Russell Stevens Terry, Jie Xu, Longin Jan Latecki

CoRR, February, 2026

DTC: A Deformable Transposed Convolution Module for Medical Image Segmentation.

Chengkun Sun, Jinqian Pan, Renjie Liang, Zhengkang Fan, Xin Miao, Jiang Bian, Jie Xu

CoRR, January, 2026

2025

From image to report: automating lung cancer screening interpretation and reporting with vision-language models.

Tien-Yu Chang, Qinglin Gou, Leyi Zhao, Tiancheng Zhou, Hongyu Chen, Dong Yang, Huiwen Ju, Kaleb E. Smith, Chengkun Sun, Jinqian Pan, Yu Huang, Xing He, Xuhong Zhang, Daguang Xu, Jie Xu, Jiang Bian, Aokun Chen

J. Biomed. Informatics, 2025

Predicting Nephrectomy Risk in Patients with Renal Cancer Using Real-World Electronic Health Records.

Zhengkang Fan, Chengkun Sun, Russell Stevens Terry, Jiang Bian, Jie Xu

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models.

Chengkun Sun, Jinqian Pan, Russell Stevens Terry, Jiang Bian, Jie Xu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities.

Chengkun Sun, Jinqian Pan, Zhuoli Jin, Russell Stevens Terry, Jiang Bian, Jie Xu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation.

Chengkun Sun, Russell Stevens Terry, Jiang Bian, Jie Xu

CoRR, 2024