Jinqian Pan

According to our database, Jinqian Pan authored at least 13 papers between 2022 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

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

Natural language generation in healthcare: A review of methods and applications.

Mengxian Lyu, Xiaohan Li, Ziyi Chen, Jinqian Pan, Cheng Peng, Sankalp Talankar, Yonghui Wu

J. Biomed. Informatics, 2026

2025

A Clinically-Grounded Two-Stage Framework for Renal CT Report Generation.

Renjie Liang, Zhengkang Fan, Jinqian Pan, Chenkun Sun, Russell Terry, Jie Xu

CoRR, June, 2025

Natural Language Generation in Healthcare: A Review of Methods and Applications.

Mengxian Lyu, Xiaohan Li, Ziyi Chen, Jinqian Pan, Cheng Peng, Sankalp Talankar, Yonghui Wu

CoRR, May, 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

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

2023

Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification.

Pranav Singh, Raviteja Chukkapalli, Shravan Chaudhari, Luoyao Chen, Mei Chen, Jinqian Pan, Craig Smuda, Jacopo Cirrone

CoRR, 2023

PointNorm: Dual Normalization is All You Need for Point Cloud Analysis.

Shen Zheng, Jinqian Pan, Changjie Lu, Gaurav Gupta

Proceedings of the International Joint Conference on Neural Networks, 2023

Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders.

Pranav Singh, Luoyao Chen, Mei Chen, Jinqian Pan, Raviteja Chukkapalli, Shravan Chaudhari, Jacopo Cirrone

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond.

Shen Zheng, Yiling Ma, Jinqian Pan, Changjie Lu, Gaurav Gupta

CoRR, 2022

PointNorm: Normalization is All You Need for Point Cloud Analysis.

Shen Zheng, Jinqian Pan, Changjie Lu, Gaurav Gupta

CoRR, 2022