Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear Structures
, , , , , Wenjie Yin, , , ,
IEEE Transactions on Medical Imaging (IEEE TMI), 2024, (under review)
About
I'm a second-year Ph.D. student in Computer Science at , advised by Prof. . Previsouly, I obtained M.S. in Biomedical Engineering from , advised by Prof. and Prof. , and B.S. in Computer Science from the at , advised by Prof. .
CV
shixuangu@g.harvard.edu
We are looking for RAs/interns, please check this form if you are interested.
Research Topics
I am broadly interested in 3D computer vision and geometric deep learning. My current research focuses on neural rendering and 3D shape reconstruction.
Previously, I worked on shape analysis and generative modeling in EM imaging ( [ 
]) and CT imaging (Rib Anlaysis).
Additionally, I design and build robots for competition events and medical usage.
[Check the robots I built. ]
News
[09/2023] RibSeg v2 is accecpted by IEEE TMI.
[06/2023] One paper on neuron growth simulation is accecpted by CMAME.
[05/2023] Graduated from CMU.
Publications
* indicates equal contribution.
Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear Structures
, , , , , Wenjie Yin, , , ,
IEEE Transactions on Medical Imaging (IEEE TMI), 2024, (under review)
RibFrac Challenge: Rib Fracture Detection, Segmentation and Classification from CT Scans
*, Rui Shi*, Liang Jin, Xiaoyang Huang, , , , Youjun E, Jiaqi Zhang, Jianying Liu, Pengfei Liu, Zhizhong Chai, Yongjie Xiao, Hao Chen, Liming Xu, Bang Du, Xiangyi Yan, Hao Tang, Adam Alessio, Gregory Holste, Jiapeng Zhang, Xiaoming Wang, Jianye He, Lixuan Che, , ,
IEEE Transactions on Medical Imaging (IEEE TMI), 2024, (under review)
RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline Extraction
Liang Jin*, *, , , , , , , ,
IEEE Transactions on Medical Imaging (IEEE TMI), 2023
Biomimetic IGA neuron growth model with neurite morphometric features and CNN-based prediction
, , , ,
Computer Methods in Applied Mechanics and Engineering (CMAME), 2023
RibSeg Dataset and Strong Point Cloud Baselines for Rib Segmentation from CT Scans
*, *, , ,
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Robotics
,
[2021 - 2022] Patient Care Technologies for Permanent Ambulatory Artificial Lung SupportAdvisor: Prof. & Prof.
Develop technologies that enable permanent, at-home artificial lung support to allow chronic lung disease patients to lead longer, more normal lives.
,
[2018 - 2020] SJTU-VEX Robotics Project [Check the events here.]Advisor: Prof.
I'm one of the founding members of the SJTU VEX Lab, and I have been designing, building, and programming robots for over two years, competing for VEX U robotics world tournaments.
Awards
College of Engineering,
[2021] Outstanding Graduate of Shanghai Jiao Tong University
[2019]
,
[2018] Create Award, Robot Skills Finalist, and Silver Award
2018 12th Asia-Pacific Robotics Championship, Asian Robotics League
[2018]
[2018] Leading Student Ambassador, Excellent Student Presentation Award
,
[2016] First Prize and Best Con in Shanghai ( Shanghai)
Shanghai Physical Society, China
Misc.
Teaching
: COMPSCI 1090A: Data Science 1: Introduction to Data Science, Fall'24: COM SCI 960.01: Artificial Intelligence and Data Science, Aug'21; ENGL 902:Research Methodologies, Aug'21; ENGL 901: Academic Writing, Aug'21.