FU-Net: Multi-class Image Segmentation Using Feedback Weighted U-Net. - Mina Jafari; Ruizhe Li 005; Yue Xing 003; Dorothee Auer; Susan T. Francis; Jonathan M. Garibaldi; Xin Chen 003 (ICIG (2), 2019)

A Generic Ensemble Based Deep Convolutional Neural Network for Semi-Supervised Medical Image Segmentation. - Ruizhe Li 005; Christian Wagner 002; Xin Chen 003; Dorothee Auer (ISBI, 2020)

Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI. - Ruizhe Li 005; Matteo Bastiani; Dorothee Auer; Christian Wagner 002; Xin Chen 003 (MIUA, 2021)

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 005; Nikolaos Evangelou; Stamatios Sotiropolous; Paul S. Morgan; Andrew P. French; Xin Chen 003 (ISBI, 2022)

Motion-Related Artefact Classification Using Patch-Based Ensemble and Transfer Learning in Cardiac MRI. - Ruizhe Li 005; Xin Chen 003 (STACOM@MICCAI, 2022)

An efficient interactive multi-label segmentation tool for 2D and 3D medical images using fully connected conditional random field. - Ruizhe Li 005; Xin Chen 003 (Comput. Methods Programs Biomed., 2022)

Accuracy Improvement of Braking Force via Deceleration Feedback Functions Applied to Braking Systems. - Yuzhu Wang; Xiyuan Wen; Hongfang Meng; Xiang Zhang; Ruizhe Li 005; Roger Serra (Sensors, 2023)

MrRegNet: Multi-Resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations. - Ruizhe Li 005; Grazziela P. Figueredo; Dorothee Auer; Christian Wagner 002; Xin Chen 003 (ISBI, 2024)

A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data. - Xinyi Wang; Grazziela P. Figueredo; Ruizhe Li 005; Wei Emma Zhang; Weitong Chen 001; Xin Chen 003 (CoRR, 2024)

Llettuce: An Open Source Natural Language Processing Tool for the Translation of Medical Terms into Uniform Clinical Encoding. - James Mitchell-White; Reza Omdivar; Esmond Neil Urwin; Karthikeyan Sivakumar; Ruizhe Li 005; Andy Rae; Xiaoyan Wang; Theresia Mina; John Chambers; Grazziela Patrocinio Figueredo; Philip Roy Quinlan (CoRR, 2024)

A Unified Framework for Semi-Supervised Image Segmentation and Registration. - Ruizhe Li 005; Grazziela Patrocinio Figueredo; Dorothee Auer; Rob A. Dineen; Paul S. Morgan; Xin Chen 003 (ISBI, 2025)

A survey of deep-learning-based radiology report generation using multimodal inputs. - Xinyi Wang; Grazziela P. Figueredo; Ruizhe Li 005; Wei Emma Zhang; Weitong Chen 001; Xin Chen 003 (Medical Image Anal., 2025)

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 005; Troy Kettle; James Mitchell-White; Morgan R. Alexander; David A. Winkler; Grazziela Patrocinio Figueredo (CoRR, 2025)