Lei Ma

According to our database, Lei Ma authored at least 28 papers between 2017 and 2024.

Collaborative distances:

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

2024

Structure-Aware Registration Network for Liver DCE-CT Images.

Peng Xue, Jingyang Zhang, Lei Ma, Mianxin Liu, Yuning Gu, Jiawei Huang, Feihong Liu, Yongsheng Pan, Xiaohuan Cao, Dinggang Shen

IEEE J. Biomed. Health Informatics, April, 2024

Unsafe behaviour detection with the improved YOLOv5 model.

Li Ying, Zhao Lei, Geng Junwei, Hu Jinhui, Lei Ma, Zilong Zhao

IET Cyper-Phys. Syst.: Theory & Appl., March, 2024

PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains.

Shengyi Hua, Fang Yan, Tianle Shen, Lei Ma, Xiaofan Zhang

Medical Image Anal., 2024

Cost-effective Instruction Learning for Pathology Vision and Language Analysis.

Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Lilong Wang, Xiaosong Wang, Lifeng Zhu, Zhe Wang, Mu Zhou, Shaoting Zhang

CoRR, 2024

Construction of unbiased dental template and parametric dental model for precision digital dentistry.

Lei Ma, Jingyang Zhang, Ke Deng, Peng Xue, Zhiming Cui, Yu Fang, Minhui Tan, Yue Zhao, Min Zhu, Zhongxiang Ding, Dinggang Shen

Biomed. Signal Process. Control., 2024

2023

S³R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites.

Jingyang Zhang, Ran Gu, Peng Xue, Mianxin Liu, Hao Zheng, Yefeng Zheng, Lei Ma, Guotai Wang, Lixu Gu

IEEE Trans. Medical Imaging, September, 2023

Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning.

Lei Ma, Deqiang Xiao, Daeseung Kim, Chunfeng Lian, Tianshu Kuang, Qin Liu, Hannah H. Deng, Erkun Yang, Michael A. K. Liebschner, Jaime Gateno, James J. Xia, Pew-Thian Yap

IEEE Trans. Medical Imaging, February, 2023

Bidirectional prediction of facial and bony shapes for orthognathic surgical planning.

Lei Ma, Chunfeng Lian, Dae-Seung Kim, Deqiang Xiao, Dongming Wei, Qin Liu, Tianshu Kuang, Maryam Ghanbari, Guoshi Li, Jaime Gateno, Steve Guo-Fang Shen, Li Wang, Dinggang Shen, James J. Xia, Pew-Thian Yap

Medical Image Anal., 2023

Accurate 3D Prediction of Missing Teeth in Diverse Patterns for Precise Dental Implant Planning.

Lei Ma, Peng Xue, Yuning Gu, Yue Zhao, Min Zhu, Zhongxiang Ding, Dinggang Shen

CoRR, 2023

Construction of unbiased dental template and parametric dental model for precision digital dentistry.

Lei Ma, Jingyang Zhang, Ke Deng, Peng Xue, Zhiming Cui, Yu Fang, Minhui Tang, Yue Zhao, Min Zhu, Zhongxiang Ding, Dinggang Shen

CoRR, 2023

FAST-Net: A Coarse-to-fine Pyramid Network for Face-Skull Transformation.

Lei Zhao, Lei Ma, Zhiming Cui, Jie Zheng, Zhong Xue, Feng Shi, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

PET-Diffusion: Unsupervised PET Enhancement Based on the Latent Diffusion Model.

Caiwen Jiang, Yongsheng Pan, Mianxin Liu, Lei Ma, Xiao Zhang, Jiameng Liu, Xiaosong Xiong, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Dental Anatomy Segmentation from Cone Beam CT Images.

Minhui Tang, Yu Fang, Lei Ma, Yu Zhang, Zhiming Cui, Dinggang Shen

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images.

Dongming Wei, Sahar Ahmad, Yuyu Guo, Liyun Chen, Yunzhi Huang, Lei Ma, Zhengwang Wu, Gang Li, Li Wang, Weili Lin, Pew-Thian Yap, Dinggang Shen, Qian Wang

IEEE Trans. Medical Imaging, 2022

Robust and fast laparoscopic vision-based ultrasound probe tracking using a binary dot array marker.

Lei Ma, Naoki Tomii, Junchen Wang, Hidemichi Kiyomatsu, Hiroyuki Tsukihara, Etsuko Kobayashi, Ichiro Sakuma

Comput. Biol. Medicine, 2022

Progressive Deep Segmentation of Coronary Artery via Hierarchical Topology Learning.

Xiao Zhang, Jingyang Zhang, Lei Ma, Peng Xue, Yan Hu, Dijia Wu, Yiqiang Zhan, Jun Feng, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites.

Jingyang Zhang, Peng Xue, Ran Gu, Yuning Gu, Mianxin Liu, Yongsheng Pan, Zhiming Cui, Jiawei Huang, Lei Ma, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Deep-Learning Based T₁ and T₂ Quantification from Undersampled Magnetic Resonance Fingerprinting Data to Track Tracer Kinetics in Small Laboratory Animals.

Yuning Gu, Yongsheng Pan, Zhenghan Fang, Jingyang Zhang, Peng Xue, Mianxin Liu, Yuran Zhu, Lei Ma, Charlie Androjna, Xin Yu, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Multi-scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation.

Yuyan Ge, Zhenyu Tang, Lei Ma, Caiwen Jiang, Feng Shi, Shaoyi Du, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Curvature-Enhanced Implicit Function Network for High-quality Tooth Model Generation from CBCT Images.

Yu Fang, Zhiming Cui, Lei Ma, Lanzhuju Mei, Bojun Zhang, Yue Zhao, Zhihao Jiang, Yiqiang Zhan, Yongsheng Pan, Min Zhu, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning.

Deqiang Xiao, Chunfeng Lian, Han Deng, Tianshu Kuang, Qin Liu, Lei Ma, Daeseung Kim, Yankun Lang, Xu Chen, Jaime Gateno, Steve Guo-Fang Shen, James J. Xia, Pew-Thian Yap

IEEE J. Biomed. Health Informatics, 2021

A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning.

Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning.

Lei Ma, Daeseung Kim, Chunfeng Lian, Deqiang Xiao, Tianshu Kuang, Qin Liu, Yankun Lang, Hannah H. Deng, Jaime Gateno, Ye Wu, Erkun Yang, Michael A. K. Liebschner, James J. Xia, Pew-Thian Yap

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Skull Segmentation from CBCT Images via Voxel-Based Rendering.

Qin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen, Dinggang Shen, Pew-Thian Yap, James J. Xia

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection.

Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

2020

An Auto-Context Deformable Registration Network for Infant Brain MRI.

Dongming Wei, Sahar Ahmad, Yunzhi Huang, Lei Ma, Qian Wang, Pew-Thian Yap, Dinggang Shen

CoRR, 2020

2018

Accurate vessel segmentation in ultrasound images using a local-phase-based snake.

Lei Ma, Hidemichi Kiyomatsu, Keiichi Nakagawa, Junchen Wang, Etsuko Kobayashi, Ichiro Sakuma

Biomed. Signal Process. Control., 2018

2017

Image-guided laparoscopic pelvic lymph node dissection using stereo visual tracking free-hand laparoscopic ultrasound.

Lei Ma, Kenta Nakamae, Junchen Wang, Hidemichi Kiyomatsu, Hiroyuki Tsukihara, Etsuko Kobayashi, Ichiro Sakuma

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017