Jihe Li

Jihe Li

PhD Student

University of Bern

Research Interests

Medical Image Analysis
Deep Learning
Radiation Therapy

About

I am currently a PhD student in the Medical Image Analysis (MIA) Group at the ARTORG Center for Biomedical Engineering Research, University of Bern, Switzerland, supervised by Prof. Mauricio Reyes. I am also fortunate to collaborate with Prof. Olgun Elicin and Dr. Daniel Schanne at Inselspital, Bern University Hospital, and to work closely with Prof. Xia Li at Shanghai Jiao Tong University.

Prior to this, I obtained my Master's degree from Peking University, China (June 2025) and my Bachelor's degree from Jilin University, China (June 2022).

My research interests focus on exploring AI techniques for radiotherapy, including dosimetry- and toxicity-aware image segmentation, dose prediction, and deformable image registration.

News

2026-07

1 paper accepted to Medical Image Analysis in 2026.

2025-11

Starting my PhD at the University of Bern.

Selected Publications

Joint Point Cloud Upsampling and Cleaning with Octree-Based CNNs

Joint Point Cloud Upsampling and Cleaning with Octree-Based CNNs

Jihe Li, Bo Pang, Peng-Shuai Wang

Computational Visual Media 2026

DOI
Contrastive Discrepancy: A label-free metric for deformable image registration supporting testing-time hyperparameter selection

Contrastive Discrepancy: A label-free metric for deformable image registration supporting testing-time hyperparameter selection

Xia Li, Jihe Li, Weijie Wang, Xiang Liu, Jiquan Yuan, Xixin Cao, Joachim M. Buhmann, Jianqi Sun

Medical Image Analysis 2026

DOI
PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated Images

PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated Images

Jiquan Yuan, Jihe Li, Fanyi Yang, Xinyan Cao, Jinming Che, Jinlong Lin, Xixin Cao

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops 2025

Gaussian primitives for deformable image registration

Gaussian primitives for deformable image registration

Jihe Li, Xiang Liu, Fabian Zhang, Xixin Cao, Joachim M Buhmann, Ye Zhang, Xia Li

Physics and Imaging in Radiation Oncology 2025

DOI

Services

Reviewer

2026

MICCAI 2026

Reviewer

2026

Physics in Medicine & Biology

Reviewer

2025

Physics and Imaging in Radiation Oncology

Reviewer

2025

Shape Modeling International (SMI 2025)

Reviewer

2025

International Conference on Multimedia & Expo (ICME 2025)