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overview Dr. Zhen Tian is an Assistant Professor and board-certified Medical Physicist in the department of Radiation & Cellular Oncology at the University of Chicago. Her research focuses on the use of parallel computing and artificial intelligence to advance radiotherapy. She has developed expertise in GPU-based iterative low dose image reconstruction, ultra-fast Monte Carlo dose calculation and microscopic Monte Carlo simulation, AI-based autoplanning for Gamma Knife radiosurgery. If you are interested at collaboration or joining Dr. Tian's lab, please contact her by emails: zhen.tian@uchicago.edu; zhen.tian@uchospitals.edu

One or more keywords matched the following items that are connected to Tian, Zhen

Item TypeName
Concept Radiotherapy, Computer-Assisted
Concept Radiotherapy Planning, Computer-Assisted
Concept Radiotherapy, Intensity-Modulated
Concept Radiotherapy Dosage
Concept Radiotherapy, Image-Guided
Academic Article Benchmarking techniques for stereotactic body radiotherapy for early-stage glottic laryngeal cancer: LINAC-based non-coplanar VMAT vs. Cyberknife planning
Academic Article Monte Carlo dose calculations for high-dose-rate brachytherapy using GPU-accelerated processing.
Academic Article A GPU OpenCL based cross-platform Monte Carlo dose calculation engine (goMC).
Academic Article An analytic linear accelerator source model for GPU-based Monte Carlo dose calculations.
Academic Article Patient-specific dosimetric endpoints based treatment plan quality control in radiotherapy.
Academic Article Automatic commissioning of a GPU-based Monte Carlo radiation dose calculation code for photon radiotherapy.
Academic Article A DVH-guided IMRT optimization algorithm for automatic treatment planning and adaptive radiotherapy replanning.
Academic Article GPU-based Monte Carlo radiotherapy dose calculation using phase-space sources.
Academic Article Automatic treatment plan re-optimization for adaptive radiotherapy guided with the initial plan DVHs.
Academic Article A novel geometry-dosimetry label fusion method in multi-atlas segmentation for radiotherapy: a proof-of-concept study
Academic Article A new scheme for real-time high-contrast imaging in lung cancer radiotherapy: a proof-of-concept study.
Academic Article Reconstructing cone-beam CT with spatially varying qualities for adaptive radiotherapy: a proof-of-principle study.
Academic Article A preliminary study on a multiresolution-level inverse planning approach for Gamma Knife radiosurgery.
Academic Article Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy.
Academic Article Label-driven magnetic resonance imaging (MRI)-transrectal ultrasound (TRUS) registration using weakly supervised learning for MRI-guided prostate radiotherapy.
Academic Article Full Monte Carlo-Based Biologic Treatment Plan Optimization System for Intensity Modulated Carbon Ion Therapy on Graphics Processing Unit.
Academic Article Moving GPU-OpenCL-based Monte Carlo dose calculation toward clinical use: Automatic beam commissioning and source sampling for treatment plan dose calculation.
Academic Article A new approach to integrate GPU-based Monte Carlo simulation into inverse treatment plan optimization for proton therapy.
Academic Article Initial development of goCMC: a GPU-oriented fast cross-platform Monte Carlo engine for carbon ion therapy.
Academic Article Modeling parameterized geometry in GPU-based Monte Carlo particle transport simulation for radiotherapy.
Academic Article Multi-GPU implementation of a VMAT treatment plan optimization algorithm.
Academic Article A new Monte Carlo-based treatment plan optimization approach for intensity modulated radiation therapy.
Academic Article Dosimetric benefit of adaptive re-planning in pancreatic cancer stereotactic body radiotherapy

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  • Radiotherapy