Katia Parodi

Latest

• Minimum imaging dose for deep learning-based pelvic synthetic computed tomography generation from cone beam images
• Continuous time-resolved estimated synthetic 4D-CTs for dose reconstruction of lung tumor treatments at a 0.35 T MR-linac
• Development of integration mode proton imaging with a single CMOS detector for a small animal irradiation platform
• Feasibility of CycleGAN enhanced low dose CBCT imaging for prostate radiotherapy dose calculation
• Scatter correction of 4D cone beam computed tomography to detect dosimetric effects due to anatomical changes in proton therapy for lung cancer
• ScatterNet for projection-based 4D cone-beam CT intensity correction of lung cancer patients
• Validation of an MR-based multimodal method for molecular composition and proton stopping power ratio determination using ex vivo animal tissues and tissue-mimicking phantoms
• 18F-FET PET radiomics-based survival prediction in glioblastoma patients receiving radio(chemo)therapy
• Assessment of quantitative information for radiation therapy at a first-generation clinical photon-counting computed tomography scanner
• Dosimetric impact of deep learning-based CT auto-segmentation on radiation therapy treatment planning for prostate cancer
• Evaluation of an anthropomorphic ion chamber and 3D gel dosimetry head phantom at a 0.35 T MR-linac using separate 1.5 T MR-scanners for gel readout
• Evaluation of the impact of a scanner prototype on proton CT and helium CT image quality and dose efficiency with Monte Carlo simulation
• Fabrication and characterization of a multimodal 3D printed mouse phantom for ionoacoustic quality assurance in image-guided pre-clinical proton radiation research
• Validation of prompt gamma spectroscopy for proton range verification in tissue-mimicking and porcine samples
• Validation of proton dose calculation on scatter corrected 4D cone beam computed tomography using a porcine lung phantom
• An empirical artifact correction for proton computed tomography
• Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts
• Measurement-based range evaluation for quality assurance of CBCT-based dose calculations in adaptive proton therapy
• Proof of concept image artifact reduction by energy-modulated proton computed tomography (EMpCT)
• Validation of the collapsed cone algorithm for HDR liver brachytherapy against Monte Carlo simulations
• A new treatment planning approach accounting for prompt gamma range verification and interfractional anatomical changes
• Anthropomorphic lung phantom based validation of in-room proton therapy 4D-CBCT image correction for dose calculation
• Experimental realization of dynamic fluence field optimization for proton computed tomography
• Method to quickly and accurately calculate absorbed dose from therapeutic and stray photon exposures throughout the entire body in individual patients
• Porcine lung phantom-based validation of estimated 4D-MRI using orthogonal cine imaging for low-field MR-Linacs
• Real-time 4DMRI-based internal target volume definition for moving lung tumors
• The dosimetric impact of replacing the TG-43 algorithm by model based dose calculation for liver brachytherapy
• The role of Monte Carlo simulation in understanding the performance of proton computed tomography