service
Teaching experience
• [2024 Fall] Guest Lecturer, DS-5660 Deep Learning
• [2024 Spring] Guest Lecturer, CS-4267 Deep Learning
• [2021 Spring] Teaching Assistant, CS-3891 Deep Learning
• [2020 Fall] Teaching Assistant, DS-5660 Modeling and Machine Learning II
• [2020 Fall] Grader, EECE-5353-01 Image Processing
Serving experience
• MICCAI 2024 MOVI Workshop, Program Committee
• MICCAI 2024 KPIs Challenge, Executive Committee
• MIDL 2023, Local Organizing Committee, Virtual Session Volunteer
• MED-NEURIPS 2023, Program Committee
• ICCV CVAMD 2023, Program Committee
• MED-NEURIPS 2022, Program Committee
Journal reviewer
• IEEE Transactions on Medical Imaging (TMI)
• Medical Image Analysis (MedIA)
• Advanced Science (AS)
• IEEE Journal of Biomedical and Health Informatics (JBHI)
• Artificial Intelligence in Medicine (AIM)
• Pattern Recognition (PR)
• Scientific Reports (SP)
• Journal of Medical Imaging (JMI)
• Journal of Machine Learning for Biomedical Imaging (MELBA)
• Plos One (PO)
• PNAS Nexus (PN)
• Engineering Application of Artificial Intelligence (EAAI)
• IEEE Access
Conference reviewer
• International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
• International Conference on Medical Image Computing and Computer Assisted Intervention Workshop (MICCAIW)
• International Conference on Medical Imaging with Deep Learning (MIDL)
• IEEE International Symposium on Biomedical Imaging (ISBI)
• IEEE International Conference on Computer Vision Workshop (ICCVW)
• Conference on Neural Information Processing Systems Workshop (NIPSW)
Co-mentoring experience
• Juming Xiong, MS BME, Circle representation for medical instance segmentation.
• Xueyuan Li, MS DS, Foundation model in cell annotation
• Lining Yu, MS CS, Multi-class segmentation for glomerular lesion
• Zheyu Zhu, BS CS, Feature embedding for whole slide imaging
• Peize Li, BS CS, Multi-stain whole slide imaging registration
• Haoju Leng, BS CS, Accelerated segmentation pipeline for kidney whole slide images
• Yanwei Li, BS CS, Molecular-empowered cell annotation
• Saydolimkhon Agzamkhodjaev, BS CS, Undergraduate research credit
• Yilin Liu, BS CS, Cell detection on pathological images
• Ethan Nguyen, BS CS, Nuclei detection on pathological images
• Muhao Liu, BS CS, Kidney layer segmentation
• Franklin Hu, BS CS, Multi-site vessel segmentation for renal pathology