Lei Ma

38 papers Journal 24Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
Blending Parametric Model and Neural Refinement: A Coarse-to-Fine Approach for Predicting Facial Changes in Orthognathic Surgery.
ISBI
Jiawen Yang, Dongming He, Xuanyu Tian, Lei Ma, Jingyi Yu, Xudong Wang, Yuyao Zhang
2025 J jnl
PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks.
CoRR
Fang Yan, Jianfeng Wu, Jiawen Li, Wei Wang, Jiaxuan Lu, Wen Chen, Zizhao Gao, Jianan Li, Hong Yan, Jiabo Ma, Minda Chen, Yang Lu, Qing Chen, Yizhi Wang, Xitong Ling, Xuenian Wang, Zihan Wang, Qiang Huang, Shengyi Hua, Mianxin Liu, Lei Ma, Tian Shen, Xiaofan Zhang, Yonghong He, Hao Chen, Shaoting Zhang, Zhe Wang
2025 J jnl
PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks.
npj Digit. Medicine
Fang Yan, Jianfeng Wu, Jiawen Li, Wei Wang, Yirong Chen, Linda Wei, Jiaxuan Lu, Wen Chen, Zizhao Gao, Jianan Li, Heng Li, Hong Yan, Jiabo Ma, Minda Chen, Yang Lu, Qing Chen, Yizhi Wang, Xitong Ling, Xuenian Wang, Zihan Wang, Qiang Huang, Shengyi Hua, Mianxin Liu, Lei Ma, Tian Shen, Xiaofan Zhang, Yonghong He, Hao Chen, Shaoting Zhang, Zhe Wang
2025 J jnl
Semi-supervised temporal attention network for lung 4D CT ventilation estimation.
Comput. Medical Imaging Graph.
Peng Xue, Jingyang Zhang, Lei Ma, Yixuan Li, Huizhong Ji, Tonglong Ren, Zhanming Hu, Meirong Ren, Zhili Zhang, Enqing Dong
2025 J jnl
Shape-preserving Tooth Segmentation from CBCT Images Using Deep Learning with Semantic and Shape Awareness.
CoRR
Zongrui Ji, Zhiming Cui, Na Li, Qianhan Zheng, Miaojing Shi, Ke Deng, Jingyang Zhang, Chaoyuan Li, Xuepeng Chen, Yi Dong, Lei Ma
2024 J jnl
Construction of unbiased dental template and parametric dental model for precision digital dentistry.
Biomed. Signal Process. Control.
Lei Ma, Jingyang Zhang, Ke Deng, Peng Xue, Zhiming Cui, Yu Fang, Minhui Tan, Yue Zhao, Min Zhu, Zhongxiang Ding, Dinggang Shen
2024 J jnl
Cost-effective Instruction Learning for Pathology Vision and Language Analysis.
CoRR
Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Lilong Wang, Xiaosong Wang, Lifeng Zhu, Zhe Wang, Mu Zhou, Shaoting Zhang
2024 J jnl
PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains.
Medical Image Anal.
Shengyi Hua, Fang Yan, Tianle Shen, Lei Ma, Xiaofan Zhang
2024 J jnl
Structure-Aware Registration Network for Liver DCE-CT Images.
IEEE J. Biomed. Health Informatics
Peng Xue, Jingyang Zhang, Lei Ma, Mianxin Liu, Yuning Gu, Jiawei Huang, Feihong Liu, Yongsheng Pan, Xiaohuan Cao, Dinggang Shen
2024 J jnl
Unsafe behaviour detection with the improved YOLOv5 model.
IET Cyper-Phys. Syst.: Theory & Appl.
Ying Li, Lei Zhao, Junwei Geng, Jinhui Hu, Lei Ma, Zilong Zhao
2023 J jnl
Accurate 3D Prediction of Missing Teeth in Diverse Patterns for Precise Dental Implant Planning.
CoRR
Lei Ma, Peng Xue, Yuning Gu, Yue Zhao, Min Zhu, Zhongxiang Ding, Dinggang Shen
2023 J jnl
Bidirectional prediction of facial and bony shapes for orthognathic surgical planning.
Medical Image Anal.
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
2023 J jnl
Construction of unbiased dental template and parametric dental model for precision digital dentistry.
CoRR
Lei Ma, Jingyang Zhang, Ke Deng, Peng Xue, Zhiming Cui, Yu Fang, Minhui Tang, Yue Zhao, Min Zhu, Zhongxiang Ding, Dinggang Shen
2023 — conf
Dental Anatomy Segmentation from Cone Beam CT Images.
ISBI
Minhui Tang, Yu Fang, Lei Ma, Yu Zhang, Zhiming Cui, Dinggang Shen
2023 J jnl
Effective lung ventilation estimation based on 4D CT image registration and supervoxels.
Biomed. Signal Process. Control.
Peng Xue, Yu Fu, Jingyang Zhang, Lei Ma, Meirong Ren, Zhili Zhang, Enqing Dong
2023 — conf
FAST-Net: A Coarse-to-fine Pyramid Network for Face-Skull Transformation.
MLMI@MICCAI (2)
Lei Zhao, Lei Ma, Zhiming Cui, Jie Zheng, Zhong Xue, Feng Shi, Dinggang Shen
2023 — conf
PET-Diffusion: Unsupervised PET Enhancement Based on the Latent Diffusion Model.
MICCAI (1)
Caiwen Jiang, Yongsheng Pan, Mianxin Liu, Lei Ma, Xiao Zhang, Jiameng Liu, Xiaosong Xiong, Dinggang Shen
2023 J jnl
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IEEE Trans. Medical Imaging
Jingyang Zhang, Ran Gu, Peng Xue, Mianxin Liu, Hao Zheng, Yefeng Zheng, Lei Ma, Guotai Wang, Lixu Gu
2023 J jnl
Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning.
IEEE Trans. Medical Imaging
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
2023 J jnl
Structure-aware registration network for liver DCE-CT images.
CoRR
Peng Xue, Jingyang Zhang, Lei Ma, Mianxin Liu, Yuning Gu, Jiawei Huang, Feihong Liu, Yongsheng Pan, Xiaohuan Cao, Dinggang Shen
2022 — conf
Curvature-Enhanced Implicit Function Network for High-quality Tooth Model Generation from CBCT Images.
MICCAI (5)
Yu Fang, Zhiming Cui, Lei Ma, Lanzhuju Mei, Bojun Zhang, Yue Zhao, Zhihao Jiang, Yiqiang Zhan, Yongsheng Pan, Min Zhu, Dinggang Shen
2022 — conf
Deep-Learning Based T
MICCAI (6)
Yuning Gu, Yongsheng Pan, Zhenghan Fang, Jingyang Zhang, Peng Xue, Mianxin Liu, Yuran Zhu, Lei Ma, Charlie Androjna, Xin Yu, Dinggang Shen
2022 — conf
Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites.
MICCAI (5)
Jingyang Zhang, Peng Xue, Ran Gu, Yuning Gu, Mianxin Liu, Yongsheng Pan, Zhiming Cui, Jiawei Huang, Lei Ma, Dinggang Shen
2022 J jnl
Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites.
CoRR
Jingyang Zhang, Peng Xue, Ran Gu, Yuning Gu, Mianxin Liu, Yongsheng Pan, Zhiming Cui, Jiawei Huang, Lei Ma, Dinggang Shen
2022 — conf
Multi-scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation.
MLMI@MICCAI
Yuyan Ge, Zhenyu Tang, Lei Ma, Caiwen Jiang, Feng Shi, Shaoyi Du, Dinggang Shen
2022 — conf
Progressive Deep Segmentation of Coronary Artery via Hierarchical Topology Learning.
MICCAI (5)
Xiao Zhang, Jingyang Zhang, Lei Ma, Peng Xue, Yan Hu, Dijia Wu, Yiqiang Zhan, Jun Feng, Dinggang Shen
2022 J jnl
Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images.
IEEE Trans. Medical Imaging
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
2022 J jnl
Robust and fast laparoscopic vision-based ultrasound probe tracking using a binary dot array marker.
Comput. Biol. Medicine
Lei Ma, Naoki Tomii, Junchen Wang, Hidemichi Kiyomatsu, Hiroyuki Tsukihara, Etsuko Kobayashi, Ichiro Sakuma
2021 J jnl
A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning.
CoRR
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
2021 — conf
A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning.
MICCAI (4)
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
2021 — conf
Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning.
MICCAI (4)
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
2021 J jnl
Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning.
IEEE J. Biomed. Health Informatics
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
2021 — conf
Skull Segmentation from CBCT Images via Voxel-Based Rendering.
MLMI@MICCAI
Qin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen, Dinggang Shen, Pew-Thian Yap, James J. Xia
2021 — conf
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection.
MLMI@MICCAI
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
2021 J jnl
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection.
CoRR
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
2020 J jnl
An Auto-Context Deformable Registration Network for Infant Brain MRI.
CoRR
Dongming Wei, Sahar Ahmad, Yunzhi Huang, Lei Ma, Qian Wang, Pew-Thian Yap, Dinggang Shen
2018 J jnl
Accurate vessel segmentation in ultrasound images using a local-phase-based snake.
Biomed. Signal Process. Control.
Lei Ma, Hidemichi Kiyomatsu, Keiichi Nakagawa, Junchen Wang, Etsuko Kobayashi, Ichiro Sakuma
2017 — conf
Image-guided laparoscopic pelvic lymph node dissection using stereo visual tracking free-hand laparoscopic ultrasound.
EMBC
Lei Ma, Kenta Nakamae, Junchen Wang, Hidemichi Kiyomatsu, Hiroyuki Tsukihara, Etsuko Kobayashi, Ichiro Sakuma