Hui Lin, PhD

Title(s)Assistant Professor, Radiation Oncology
SchoolSchool of Medicine
Address1825 4th Street, #001
San Francisco CA 94107
ORCID ORCID Icon0000-0001-7356-3611 Additional info
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    Collapse Biography 
    Collapse Education and Training
    University of Pennsylvania06/2021Residency in Therapeutic Medical Physics
    Rensselaer Polytechnic InstitutePhD08/2018Nuclear Science and Engineering
    Xi'An Jiaotong University (Special Class for Gifted Young)BS07/2013Nuclear Engineering
    Collapse Awards and Honors
    American Association of Physicists in Medicine2023Top scored abstract by Science Council
    The Radiosurgery Society Scientific Meeting2021Best Physics Abstract Resident Challenge (Second Author)
    American Association of Physicists in Medicine Spring Clinical Meeting2021Best Poster Award (Second Author)
    American Society for Radiation Oncology2020Resident Poster Viewing Recognition Award (First Author)
    Health Physics Society2015Health Physics Society Fellowship
    COMAP International Mathematical Contest in Modeling2011Meritorious Winner

    Collapse Overview 
    Collapse 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.

    Collapse Research 
    Collapse 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

    Collapse Bibliographic 
    Collapse 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.
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    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.
    1. 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: 1  
    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  
    3. 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: 26  
    4. 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:    Translation:Humans
    5. 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:    Translation:Humans
    6. 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: 16     Fields:    Translation:Humans
    7. 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: 8     Fields:    Translation:Humans
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