Hui Lin, PhD
Assistant Professor
Radiation Oncology
School of Medicine
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.
Awards
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- Top scored abstract by Science Council, American Association of Physicists in Medicine, 2023
- Best Poster Award (Second Author), American Association of Physicists in Medicine Spring Clinical Meeting, 2021
- Best Physics Abstract Resident Challenge (Second Author), The Radiosurgery Society Scientific Meeting, 2021
- Resident Poster Viewing Recognition Award (First Author), American Society for Radiation Oncology, 2020
- Health Physics Society Fellowship, Health Physics Society, 2015
- Meritorious Winner, COMAP International Mathematical Contest in Modeling, 2011
Education & Training
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- Residency in Therapeutic Medical Physics University of Pennsylvania 06/2021
- PhD Nuclear Science and Engineering Rensselaer Polytechnic Institute 08/2018
- BS Nuclear Engineering Xi'An Jiaotong University (Special Class for Gifted Young) 07/2013
Interests
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- Artificial Intelligence
- Medical Imaging
- Automation
- Outcome prediction
- Multi-omics
- High Performance Computing
Grants and Projects
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- Developing Multimodal Deep Learning for Outcome Prediction in Glioblastoma Patients After Radiation Therapy, Uncle Kory Foundation, 2023
- Tumor Motion Prediction and Spatiotemporal Learning for Motion Robustness Forecasting to Improve Motion Management Strategies, Varian Artificial Intelligence Research Grant, 2019-2021
- 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, 2020
Publications (7)
Top publication keywords:
RespirationUnilateral Breast NeoplasmsMachine LearningRadiation DosagePrecision MedicineProne PositionRadiotherapy, Computer-AssistedBreath HoldingModels, StatisticalGamma RaysMotionPatient PositioningRadiotherapy Planning, Computer-AssistedLungEye Protective Devices
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Multi-institutional Comparison of Intensity Modulated Photon Versus Proton Radiation Therapy in the Management of Squamous Cell Carcinoma of the Anus.
Advances in radiation oncology 2021 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,… -
Initial Clinical Experience Treating Patients With Lung Cancer on a 6MV-Flattening-Filter-Free O-Ring Linear Accelerator.
Cureus 2020 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 -
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 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 -
A Super-Learner Model for Tumor Motion Prediction and Management in Radiation Therapy: Development and Feasibility Evaluation.
Scientific reports 2019 Lin H, Zou W, Li T, Feigenberg SJ, Teo BK, Dong L -
Influences of operator head posture and protective eyewear on eye lens doses in interventional radiology: A Monte Carlo Study.
Medical physics 2019 Mao L, Liu T, Caracappa PF, Lin H, Gao Y, Dauer LT, Xu XG -
Towards real-time respiratory motion prediction based on long short-term memory neural networks.
Physics in medicine and biology 2019 Lin H, Shi C, Wang B, Chan MF, Tang X, Ji W -
Feasibility study of individualized optimal positioning selection for left-sided whole breast radiotherapy: DIBH or prone.
Journal of applied clinical medical physics 2018 Lin H, Liu T, Shi C, Petillion S, Kindts I, Weltens C, Depuydt T, Song Y, Saleh Z, Xu XG, Tang X