Lianrui
Contents
Biography
I started my PhD journey in 2018 at the Image Analysis and Communications Lab (IACL), Johns Hopkins University. My advisor is Dr. Jerry Prince. I am also co-affiliated with the Laboratory of Behavioral Neuroscience, National Institute on Aging (NIA), under the supervision of Dr. Susan Resnick. I specialize in pioneering MRI harmonization techniques that facilitate our understanding of brain aging and treatment methods for multiple sclerosis (MS). I have published three book chapters and over 30 journal and conference articles. My works have been recognized internationally, including the Best MS Research Award (nomination) at CMSC 2023, Best Paper at DALI-MICCAI 2022, Best Poster at IPMI 2021, Best Paper at SPIE 2020, and Scientific Director Award at NIA Intramural Research Retreat 2020. Beyond my own research, I deeply value the power of knowledge sharing. I have served as a research mentor of the NSF REU program, a research mentor of the IACL, and a four time teaching assistant, helping over 200 students in their academic journey. I constantly seek and welcome collaborative opportunities that stimulate learning within the realm of medical imaging. My full CV (last update: August 23 2023).
Research Interests
- Multi-contrast MRI synthesis and harmonization
- Machine learning and deep learning
Education
- M.S.E. in Electrical and Computer Engineering, Johns Hopkins University, USA. Aug 2016 – May 2018
- Thesis: Quality Assurance Using Outlier Detections For Cerebellar Lobule Segmentation. Diss. Johns Hopkins University, 2018.
- B.S. in Instrument Science and Technology, Jilin University, China. Sep 2012 – May 2016
Publications
Awards
- Best Paper Award. (First author) Disentangling A Single MR Modality. The 2nd Workshop on Data Augmentation, Labeling, and Imperfections (DALI 2022) in conjunction with MICCAI 2022.
- Best Poster Award. (First author) Information-based Disentangled Representation Learning for Unsupervised MR Harmonization. The 27th International Conference on Information Processing in Medical Imaging (IPMI 2021).
- Best Paper Award. (Second author) Variationalintensitycrosschannelencoderforunsupervised vessel segmentation on OCT angiography. In Medical Imaging: International Society for Optics and Photonics (SPIE), 2020.
- Scientific Director Award. The 25th Annual National Institute on Aging Intramural Research Program Scientific Retreat, 2020.
- Pre-doctoral Intramural Research Training Award, National Institutes of Health, 2019–2023.
Teaching and Mentoring
- Research Mentor, National Science Foundation: Research Experiences for Undergraduates. Summer 2021
- Teaching Assistant, EN 520.414/520.614 Image Processing and Analysis I, Johns Hopkins University. Fall 2017, Fall 2018 (Named as finalist for Whiting School of Engineering’s Excellence in Teaching Awards).
- Teaching Assistant, EN 520.433/520.623 Medical Image Analysis, Johns Hopkins University. Spring 2018, Spring 2021
