Ruizhe Li

According to our database, Ruizhe Li authored at least 18 papers between 2019 and 2026.

Collaborative distances:

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

2026

Standardizing Longitudinal Radiology Report Evaluation via Large Language Model Annotation.

Xinyi Wang, Grazziela P. Figueredo, Ruizhe Li, Xin Chen

CoRR, January, 2026

Helix 1.0: An open-source framework for reproducible and interpretable machine learning on tabular scientific data.

Eduardo Aguilar-Bejarano, Daniel Lea, Karthikeyan Sivakumar, Jimiama Mafeni Mase, Reza Omidvar, Ruizhe Li, Troy Kettle, James Mitchell-White, Morgan R. Alexander, David A. Winkler, Grazziela Patrocinio Figueredo

Patterns, 2026

Extreme cardiac MRI analysis under respiratory motion: Results of the CMRxMotion challenge.

Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang

Medical Image Anal., 2026

Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework.

Jinge Wu, Zhaolong Wu, Ruizhe Li, Tong Chen, Abul Hasan, Yunsoo Kim, Jason Pui Yin Cheung, Teng Zhang, Honghan Wu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge.

Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang

CoRR, July, 2025

Towards deployment-centric multimodal AI beyond vision and language.

Xianyuan Liu, Jiayang Zhang, Shuo Zhou, Thijs L. van der Plas, Avish Vijayaraghavan, Anastasiia Grishina, Mengdie Zhuang, Daniel Schofield, Christopher Tomlinson, Yuhan Wang, Ruizhe Li, Louisa van Zeeland, Sina Tabakhi, Cyndie Demeocq, Xiang Li, Arunav Das, Orlando Timmerman, Thomas Baldwin-McDonald, Jinge Wu, Peizhen Bai, Zahraa Al Sahili, Omnia Alwazzan, Thao N. Do, Mohammod Naimul Islam Suvon, Angeline Wang, Lucia Cipolina-Kun, Luigi A. Moretti, Lucas Farndale, Nitisha Jain, Natalia Efremova, Yan Ge, Marta Varela, Hak-Keung Lam, Oya Çeliktutan, Ben R. Evans, Alejandro Coca-Castro, Honghan Wu, Zahraa S. Abdallah, Chen Chen, Valentin Danchev, Nataliya Tkachenko, Lei Lu, Tingting Zhu, Gregory G. Slabaugh, Roger K. Moore, William K. Cheung, Peter H. Charlton, Haiping Lu

CoRR, April, 2025

A survey of deep-learning-based radiology report generation using multimodal inputs.

Xinyi Wang, Grazziela P. Figueredo, Ruizhe Li, Wei Emma Zhang, Weitong Chen, Xin Chen

Medical Image Anal., 2025

A Unified Framework for Semi-Supervised Image Segmentation and Registration.

Ruizhe Li, Grazziela Patrocinio Figueredo, Dorothee Auer, Rob A. Dineen, Paul S. Morgan, Xin Chen

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Llettuce: An Open Source Natural Language Processing Tool for the Translation of Medical Terms into Uniform Clinical Encoding.

James Mitchell-White, Reza Omidvar, Esmond Neil Urwin, Karthikeyan Sivakumar, Ruizhe Li, Andy Rae, Xiaoyan Wang, Theresia Mina, John Chambers, Grazziela Patrocinio Figueredo, Philip Roy Quinlan

CoRR, 2024

A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data.

Xinyi Wang, Grazziela P. Figueredo, Ruizhe Li, Wei Emma Zhang, Weitong Chen, Xin Chen

CoRR, 2024

MrRegNet: Multi-Resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations.

Ruizhe Li, Grazziela P. Figueredo, Dorothee Auer, Christian Wagner, Xin Chen

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Accuracy Improvement of Braking Force via Deceleration Feedback Functions Applied to Braking Systems.

Yuzhu Wang, Xiyuan Wen, Hongfang Meng, Xiang Zhang, Ruizhe Li, Roger Serra

Sensors, July, 2023

2022

An efficient interactive multi-label segmentation tool for 2D and 3D medical images using fully connected conditional random field.

Ruizhe Li, Xin Chen

Comput. Methods Programs Biomed., 2022

Motion-Related Artefact Classification Using Patch-Based Ensemble and Transfer Learning in Cardiac MRI.

Ruizhe Li, Xin Chen

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Bounding Box Based Weakly Supervised Deep Convolutional Neural Network for Medical Image Segmentation Using an Uncertainty Guided and Spatially Constrained Loss.

Golnar K. Mahani, Ruizhe Li, Nikolaos Evangelou, Stamatios Sotiropolous, Paul S. Morgan, Andrew P. French, Xin Chen

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI.

Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen

Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

2020

A Generic Ensemble Based Deep Convolutional Neural Network for Semi-Supervised Medical Image Segmentation.

Ruizhe Li, Christian Wagner, Xin Chen, Dorothee Auer

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

FU-Net: Multi-class Image Segmentation Using Feedback Weighted U-Net.

Mina Jafari, Ruizhe Li, Yue Xing, Dorothee Auer, Susan T. Francis, Jonathan M. Garibaldi, Xin Chen

Proceedings of the Image and Graphics - 10th International Conference, 2019