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Information on professor
ProfessorBaroni Guido
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/06 - Electronic And Informatics Bioengineering
Curriculum VitaeDownload CV (278.76Kb - 05/12/2018)

Professor's office hours
BIOINGEGNERIA----MondayFrom 14:30
To 15:30
Professor's personal websitehttp://www.cartcas.polimi.it

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Dosimetric impact of geometric distortions in an MRI-only proton therapy workflow for lung, liver and pancreas (Show >>)

List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Optimization of the imaging Plane for Real-Time Tumor Tracking in MR-Guided Radiotherapy of Moving Targets (Show >>)
Conference proceedings
A Microstructure Model from Conventional Diffusion MRI of Meningiomas: Impact of Noise and Error Minimization (Show >>)
Analysis of tumour microstructure estimation from conventional diffusion MRI and application to skull-base chordoma (Show >>)
Journal Articles
A segmentation tool for pulmonary nodules in lung cancer screening: Testing and clinical usage (Show >>)
An MRI framework for respiratory motion modelling validation (Show >>)
Convolutional neural networks cascade for automatic pupil and iris detection in ocular proton therapy (Show >>)
Development and validation of a new set-up simulator dedicated to ocular proton therapy at CNAO (Show >>)
Dosimetric Impact of Inter-Fraction Anatomical Changes in Carbon Ion Boost Treatment for High-Risk Prostate Cancer (AIRC IG 14300) (Show >>)
Dosimetric effect of variable rectum and sigmoid colon filling during carbon ion radiotherapy to sacral chordoma (Show >>)
Image-based shading correction for narrow-FOV truncated pelvic CBCT with deep convolutional neural networks and transfer learning (Show >>)
Integration of spatial distortion effects in a 4D computational phantom for simulation studies in extra-cranial MRI-guided radiation therapy: Initial results (Show >>)
Intravoxel incoherent motion as a tool to detect early microstructural changes in meningiomas treated with proton therapy (Show >>)
Investigating DWI changes in white matter of meningioma patients treated with proton therapy (Show >>)
Is age rating enough to investigate changes in breathing motion pattern associated with aging of physically active women? (Show >>)
Porcine lung phantom-based validation of estimated 4D-MRI using orthogonal cine imaging for low-field MR-Linacs (Show >>)
Potential role of functional imaging in predicting outcome for patients treated with carbon ion therapy: A review (Show >>)
Radiomics and Dosiomics for Predicting Local Control After Carbon-Ion Radiotherapy in Skull-Base Chordoma (Show >>)

List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A novel framework for spatial normalization of dose distributions in voxel-based analyses of brain irradiation outcomes (Show >>)
External validation of radiomics-based predictive models in low-dose CT screening for early lung cancer diagnosis (Show >>)
Improving the characterization of meningioma microstructure in proton therapy from conventional apparent diffusion coefficient measurements using Monte Carlo simulations of diffusion MRI (Show >>)
Investigating the use of virtual 4DCT from 4DMRI in gated carbon ion radiation therapy of abdominal tumors (Show >>)
Medical physics challenges in clinical MR-guided radiotherapy (Show >>)
Modeling RBE-weighted dose variations in irregularly moving abdominal targets treated with carbon ion beams (Show >>)
Multi-parametric qualitative and quantitative MRI assessment as predictor of histological grading in previously treated meningiomas (Show >>)
Organ motion quantification and margins evaluation in carbon ion therapy of abdominal lesions (Show >>)
Perfusion and diffusion in meningioma tumors: a preliminary multiparametric analysis with Dynamic Susceptibility Contrast and IntraVoxel Incoherent Motion MRI (Show >>)
Predictive role of Apparent Diffusion Coefficient (ADC) from Diffusion Weighted MRI in patients with sacral chordoma treated with carbon ion radiotherapy (CIRT) alone (Show >>)
Virtual 4DCT from 4DMRI for the management of respiratory motion in carbon ion therapy of abdominal tumors (Show >>)

List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
A 4D CT/MRI digital phantom and its application in carbon-ion therapy of abdominal lesions (Show >>)
A Novel Framework for Spatial Normalization of Dose Distributions in Voxel-Based Analyses of Brain Irradiation Outcomes (Show >>)
EP-2051 A comparative analysis of MR signal normalization methods during proton therapy treatment (Show >>)
OC-0409 Comparison of different strategies to derive time-resolved volumetric MRI in MRI-guided radiotherapy (Show >>)
PV-0311 MRI-based tumour control probability model in particle therapy (Show >>)
03 - MRI-based radiomics in carbon-ion therapy of skull-base chordomas: Preliminary results for predicting local control (Show >>)
EP-1968 Respiratory-gated carbon-ion beam treatments of abdominal targets: clinical introduction of 4DMRI (Show >>)
Improvement of retrospective sorting for artefact reduction in 4DMRI of the abdominal site (Show >>)
Radiomics feature reproducibility between respiratory phases for low-dose CT screening for lung cancer (Show >>)
Validation of respiratory motion modelling through repeated 4DMRI in the abdomen: preliminary results (Show >>)
Journal Articles
A ROI-based global motion model established on 4DCT and 2D cine-MRI data for MRI-guidance in radiation therapy (Show >>)
A clustering approach to 4D MRI retrospective sorting for the investigation of different surrogates (Show >>)
Analytical simulator of proton radiography and tomography for different detector configurations (Show >>)
Improving the modelling of susceptibility-induced spatial distortions in MRI-guided extra-cranial radiotherapy (Show >>)
MRI-based tumour control probability in skull-base chordomas treated with carbon-ion therapy (Show >>)
Thoracoabdominal breathing motion pattern and coordination of professional ballet dancers (Show >>)
Time-resolved volumetric MRI in MRI-guided radiotherapy: An in silico comparative analysis (Show >>)
Validation of a model for physical dose variations in irregularly moving targets treated with carbon ion beams (Show >>)

List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Rivista
[OA044] Quantitative DW-MRI for treatment evaluation in particle therapy: role of ADC maps estimation (Show >>)
Abstract in Atti di convegno
O 114: Functional MRI for early changes detection and adaptive planning in proton-therapy: preliminary investigations (Show >>)
OC-0188: A ROI-based global motion model for MRI-guidance in radiation therapy: a phantom study (Show >>)
WEPL-corrected margins for moving targets in carbon-ion gated treatments: Preliminary results (Show >>)
Journal Articles
A hybrid image registration and matching framework for real-time motion tracking in MRI-guided radiotherapy (Show >>)
Feasibility study on 3D image reconstruction from 2D orthogonal cine-MRI for MRI-guided radiotherapy (Show >>)
Image-based retrospective 4D MRI in external beam radiotherapy: A comparative study with a digital phantom (Show >>)
MRI-guidance for motion management in external beam radiotherapy: Current status and future challenges (Show >>)
Model-supported radiotherapy personalization: In silico Test of Hyper- and Hypo-Fractionation Effects (Show >>)
Stacked sparse autoencoder networks and statistical shape models for automatic staging of distal femur trochlear dysplasia (Show >>)
“Patient-specific validation of deformable image registration in radiation therapy: Overview and caveats” (Show >>)
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