Scholar
Jiahong Ouyang
Google Scholar ID: B_D7cCAAAAAJ
ML scientist at Insitro; Stanford EE PhD
Citations & Impact
Citations
1,018
H-index
17
i10-index
21
Publications
20
Co-authors
10
list available
Contact
Resume
Academic Achievements
- Paper accepted by Radiology (Dec 2022)
- Paper accepted by the MICCAI 2021 Special Issue in Medical Image Analysis (Aug 2022)
- One patent approved (Aug 2022)
- Paper accepted by Journal of NeuroInterventional Surgery (May 2022)
- Paper accepted by IEEE Transactions on Medical Imaging (Apr 2022)
- Internship work at Philips accepted by IPMI 2023 (Mar 2023)
Research Experience
- 3-month summer internship at Philips Research in 2022, working on weakly semi-supervised detection in lung ultrasound
- Summer 2023 internship scheduled at Genentech in South San Francisco, CA
- Developed longitudinal MRI analysis methods including a CNN+RNN framework, the LSSL self-supervised approach, and smooth trajectory vector field modeling
- Proposed a disentanglement method for anatomical and modality representations in multi-modal MRI
- Pioneered ultra-low-dose (1%) PET to high-quality amyloid PET synthesis using cGAN
