On Mar 1, 2024, I will join Yale University. Please contact me to xiaofeng.liu@yale.edu
Assistant Professor, Department of Radiology, Harvard Medical School (HMS)
Research staff, Massachusetts General Hospital (MGH)
Affiliate Faculty at:
Harvard Data Science Initiative (HDSI)
Harvard Brain Science Initiative (HBI)
Harvard Mind Brain Behavior (MBB)
Kempner Institute for Natural and Artificial Intelligence (Kempner)
Full Member at Dana-Farber/Harvard Cancer Center (DF/HCC)
Associated Scientist at Broad Institute of MIT and Harvard (BROAD)
Dr. Liu's research interests are centered around the convergence of deep learning, medical imaging, and data science to advance the diagnosis, prognosis and treatment monitoring of various diseases.
He joined the Faculty of HMS/MGH on 06/2021. Prior to this, he completed two postdoctoral fellowships in Neurology at BIDMC/HMS and Radiology at MGH/HMS. He obtained his PhD from the University of Chinese Academy of Sciences (UCAS), with joint supervision at Dept. ECE of Carnegie Mellon University (CMU). He got the B.Eng in Automation [Wang-Daheng Elite Class], B.A. in Communication, and Minor in Biology from the University of Science and Technology of China (USTC).
FYI: Chinese name is 刘(Liu) 小沣(Xiaofeng) /liou hsiao feng/.
Please feel free to contact us for the visiting positions at MGH/HMS or remote collaboration.
Recent News
I am serving as Associate Editor of IEEE Transactions on Neural Networks and Learning Systems [TNNLS] (IF:14). Welcome for the submissions related to the generalizalbe, fair, and trustworthy AI, as well as applications in medical image.
[2024.02] I will continuously serve as Area Chair at MICCAI 2024.
[2023.12] Participanted Global Burden of Disease 2021 Study has been published in The Lancet and JACC .
[2023.10] We are orgnizing a special issue of:"Deep Learning Applications in Medical Imaging" Computation. Please send request for fully APC waive.
[2023.06] I will serve as the program committee member of 2024 IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC 2024).
[2023.02] We will orgnize the MICCAI Workshop on Time-Series Data Analytics and Learning (MTSAIL) and Efficient Lesion Assessment and Follow-up (ELAF) [Website].
[2023.01] I will serve as Area Chair at MICCAI 2023.
[2022.12] Paper accepted to SPIE medical imaging for 30 min deep dive oral (~3/few hundred)
[2022.10] Papers accepted to MedIA, Research (Science Partner Journal), etc.
[2022.06] Papers accepted to IEEE T-PAMI, etc.
[2022.05] 2 papers accepted to MICCAI (both early accept, 1 oral)
[2021.10] 4 papers accepted to SPIE medical imaging for Oral (1 for 40 min deep dive oral ~3/few hundred)
[2021.07] As the leading Guest Editor for the Special Issue of "Advanced Deep learning and Neural Networks for Image Recognition" on Electronics (IF 2.397). Welcome for your great works.
[2021.07] 2 first author papers accepted to ICCV 2021 (1 Oral: 3%).
----Our Ordinal UDA paper got FULL CREDIT in ICCV final review! (3 Best Scores!)
[2021.07] 2 first/last author papers accepted to 43rd Annual Conf. of IEEE Eng. in Med.&Bio. Society (EMBC 2021).
[2021.07] 2 first/last author papers accepted to IEEE Journal of Biomedical and Health Informatics (IF: 7).
[2021.06] 2 first author papers accepted to MICCAI2021 (1 early accept 13%).
[2021.06] First author paper accepted to Pattern Recognition (IF:8).
[2021.05] Instructed paper accepted to ACL 2021 (Top1 Conf. in NLP).
[2021.04] First author paper accepted to IJCAI (13.9%).
[2021.04] First author paper accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (IF: 24).
[2021.03] 2 papers accepted to Annual Meeting of International Society for Magnetic Resonance in Medicine (ISMRM) 2021.
[2021.02] Corresponding author papers accepted to ICASSP 2021.
[2021.01] 2 first author papers accepted to ISBI2021 (1 Oral).
[2020.12] First author paper accepted to Medical Image Analysis-- IF: 13
[2020.12] 2 first author papers accepted to AAAI 2021.
[2020.09] 2 first author papers accepted to ICPR2020 (1 Oral <4.4%).
[2020.07] First author paper accepted to IEEE T-ITS.
[2020.07] First author paper accepted to MICCAI-Brainles.
[2020.07] First author paper accepted to ECCV 2020.
[2020.06] Start my Youth Fund as PI.
[2020.05] 4 first author papers accepted to CVPR2020 [1main conf/3ws oral]
[2020.03] I accepted the faculty offer (Instructor) @ MGH/HMS.
[2019.12] First-author papers accepted to AAAI2020 and Neurocomputing.
[2019.07] 4 papers accepted to ICCV2019 [1Oral/2Poster/1ws opening oral].
----Our self-training paper got FULL CREDIT in ICCV final review! (3 Best Scores!)
[2019.03] First-author paper accepted to CVPR2019.
[2019.02] First-author paper accepted to IEEE T-IFS.
[2019.01] First-author paper accepted to Pattern Recognition.
[2019.01] I Joined BIDMC/Harvard Medical School as Research Fellow.
[2018.09] I won the National scholarship of PhD (Ministry of Education).
[2018.07] 3 papers accepted to ECCV2018 [2main conf/1ws oral].
[2018.07] 2 first-author papers accepted to ICPR2018.
[2018.01] My first-author paper won the [IBM Best Paper Award]