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One or more keywords matched the following properties of Tian, Zhen
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 artificial intelligence and parallel computing 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 radiotherapy. She has been awarded a R37 grant and a R01 grant from NIH. If you are interested at collaboration or joining Dr. Tian's lab, please contact her by emails:;
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 New concept on an integrated interior magnetic resonance imaging and medical linear accelerator system for radiation therapy.
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 Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study.
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 Deep learning-based image quality improvement for low-dose computed tomography simulation in radiation therapy.
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
Concept Heavy Ion Radiotherapy
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  • Radiotherapy