Hui Lin • UCSF Profiles

Hui Lin, PhD

Title(s)	Assistant Professor, Radiation Oncology
School	School of Medicine
Address	1600 Divisadero, #001 San Francisco CA 94115
Pronouns	She/Her/Hers
ORCID	0000-0001-7356-3611
vCard	Download vCard

Biography

Education and Training

University of Pennsylvania		06/2021	Residency in Therapeutic Medical Physics
Rensselaer Polytechnic Institute	PhD	08/2018	Nuclear Science and Engineering
Xi'An Jiaotong University (Special Class for Gifted Young)	BS	07/2013	Nuclear Engineering

Awards and Honors

American Association of Physicists in Medicine	2023	Top scored abstract by Science Council
The Radiosurgery Society Scientific Meeting	2021	Best Physics Abstract Resident Challenge (Second Author)
American Association of Physicists in Medicine Spring Clinical Meeting	2021	Best Poster Award (Second Author)
American Society for Radiation Oncology	2020	Resident Poster Viewing Recognition Award (First Author)
Health Physics Society	2015	Health Physics Society Fellowship
COMAP International Mathematical Contest in Modeling	2011	Meritorious Winner

Overview

I am motivated to deliver excellent care to our cancer patients, translate state-of-the-art technologies to advance cancer treatment, and educate next-generation.

Interests

Artificial Intelligence, High Performance Computing, Automation, Multi-omics, Medical Imaging, Outcome prediction

Research

Research Activities and Funding

Developing Multimodal Deep Learning for Outcome Prediction in Glioblastoma Patients After Radiation Therapy
Uncle Kory Foundation Jan 1, 2023 - Dec 31, 2023
Role: Principal Invstigator

A Novel Deep Learning Model for Automated Segmentation in Head and Neck Radiotherapy
Radiation Oncology Chair's Summer Research Grant at the University of Pennsylvania Jun 5, 2020 - Aug 31, 2020
Role: Co-Investigator

Tumor Motion Prediction and Spatiotemporal Learning for Motion Robustness Forecasting to Improve Motion Management Strategies
Varian Artificial Intelligence Research Grant Sep 1, 2019 - Dec 31, 2021
Role: Co-Investigator

Bibliographic

Publications

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.

Altmetrics Details

PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.

Multi-institutional Comparison of Intensity Modulated Photon Versus Proton Radiation Therapy in the Management of Squamous Cell Carcinoma of the Anus. Adv Radiat Oncol. 2021 Sep-Oct; 6(5):100744. Mohiuddin JJ, Jethwa KR, Grandhi N, Breen WG, Wang X, Anvari A, Lin H, Sandhyavenu H, Doucette A, Plastaras JP, Rule WG, Metz JM, Merrell KW, Sio TT, Ashman JB, Haddock MG, Ben-Josef E, Hallemeier CL, Wojcieszynski AP. PMID: 34646965; PMCID: PMC8498697.

View in: PubMed Mentions: 2
Initial Clinical Experience Treating Patients With Lung Cancer on a 6MV-Flattening-Filter-Free O-Ring Linear Accelerator. Cureus. 2020 Sep 09; 12(9):e10325. Barsky AR, Lin H, Mendes A, Dreyfuss A, Wright C, Anstadt EJ, Berman AT, Levin WP, Cengel KA, Anderson N, Dong L, Metz JM, Li T, Feigenberg S. PMID: 33052286; PMCID: PMC7546605.

View in: PubMed Mentions: 2
Initial Evaluation of a Novel Cone-Beam CT-Based Semi-Automated Online Adaptive Radiotherapy System for Head and Neck Cancer Treatment - A Timing and Automation Quality Study. Cureus. 2020 Aug 11; 12(8):e9660. Yoon SW, Lin H, Alonso-Basanta M, Anderson N, Apinorasethkul O, Cooper K, Dong L, Kempsey B, Marcel J, Metz J, Scheuermann R, Li T. PMID: 32923257; PMCID: PMC7482986.

View in: PubMed Mentions: 27
A Super-Learner Model for Tumor Motion Prediction and Management in Radiation Therapy: Development and Feasibility Evaluation. Sci Rep. 2019 10 16; 9(1):14868. Lin H, Zou W, Li T, Feigenberg SJ, Teo BK, Dong L. PMID: 31619736; PMCID: PMC6795883.

View in: PubMed Mentions: 11 Fields:
Sci Science
Translation:Humans
Influences of operator head posture and protective eyewear on eye lens doses in interventional radiology: A Monte Carlo Study. Med Phys. 2019 Jun; 46(6):2744-2751. Mao L, Liu T, Caracappa PF, Lin H, Gao Y, Dauer LT, Xu XG. PMID: 30955211; PMCID: PMC7469704.

View in: PubMed Mentions: 7 Fields:
Bio Biophysics Phy Physics Rad Radiology Rad Radiotherapy
Translation:Humans
Towards real-time respiratory motion prediction based on long short-term memory neural networks. Phys Med Biol. 2019 04 10; 64(8):085010. Lin H, Shi C, Wang B, Chan MF, Tang X, Ji W. PMID: 30917344; PMCID: PMC6547821.

View in: PubMed Mentions: 17 Fields:
Bio Biophysics Dia Diagnostic Imaging Nuc Nuclear Medicine Phy Physics
Translation:Humans
Feasibility study of individualized optimal positioning selection for left-sided whole breast radiotherapy: DIBH or prone. J Appl Clin Med Phys. 2018 Mar; 19(2):218-229. Lin H, Liu T, Shi C, Petillion S, Kindts I, Weltens C, Depuydt T, Song Y, Saleh Z, Xu XG, Tang X. PMID: 29436168; PMCID: PMC5849849.

View in: PubMed Mentions: 6 Fields:
Bio Biophysics Phy Physics
Translation:Humans