List of works - Michele Avanzo

AI-based applications in hybrid imaging: how to build smart and truly multi-parametric decision models for radiomics

scientific article published on 11 July 2019

Authors’ Reply to: Radiobiology as a Basic and Clinical Medical Science: What the Physicists have Forgotten

scientific article published on 04 February 2016

BOLD fMRI integration into radiosurgery treatment planning of cerebral vascular malformations.

scientific article

Beyond imaging: The promise of radiomics.

scientific article published on 05 June 2017

Complication probability model for subcutaneous fibrosis based on published data of partial and whole breast irradiation.

scientific article

Correlation of a hypoxia based tumor control model with observed local control rates in nasopharyngeal carcinoma treated with chemoradiotherapy.

scientific article

Dose to the skin in helical tomotherapy: Results of in vivo measurements with radiochromic films ⬇️

scientific article published on May 8, 2012

Electron Density and Biologically Effective Dose (BED) Radiomics-Based Machine Learning Models to Predict Late Radiation-Induced Subcutaneous Fibrosis

scientific article published on 21 April 2020

Electron radiotherapy (IOERT) for applications outside of the breast: Dosimetry and influence of tissue inhomogeneities

scientific article published on 13 December 2019

Hypofractionation of partial breast irradiation using radiobiological models

scientific article published on 21 October 2015

Image-guided volumetric arc radiotherapy of pancreatic cancer with simultaneous integrated boost: Optimization strategies and dosimetric results

scientific article published on 25 November 2015

In vivo dosimetry with radiochromic films in low-voltage intraoperative radiotherapy of the breast.

scientific article

Local High-Dose Radiotherapy Induces Systemic Immunomodulating Effects of Potential Therapeutic Relevance in Oligometastatic Breast Cancer

scientific article published on 6 November 2017

Loss of p27kip1 increases genomic instability and induces radio-resistance in luminal breast cancer cells.

scientific article

Normal tissue complication probability models for severe acute radiological lung injury after radiotherapy for lung cancer.

scientific article published on 30 October 2014

Policies for reirradiation of recurrent high-grade gliomas: a survey among Italian radiation oncologists

scientific article published on 18 March 2017

Predicting Local Failure after Partial Prostate Re-Irradiation Using a Dosiomic-Based Machine Learning Model

scientific article published in 2022

Prediction of skin dose in low-kV intraoperative radiotherapy using machine learning models trained on results of in vivo dosimetry

scientific article published on 25 January 2019

Radiotherapy-induced miR-223 prevents relapse of breast cancer by targeting the EGF pathway.

scientific article published on 15 February 2016

Seven fractions to deliver partial breast irradiation: the toxicity is Low

scientific article

Single-fraction flattening filter-free volumetric modulated arc therapy for lung cancer: Dosimetric results and comparison with flattened beams technique.

scientific article published on 14 October 2016

Spinal radiosurgery: technology and clinical outcomes.

scientific article published on 24 September 2008

Stereotactic body radiation therapy for re-irradiation of persistent or recurrent non-small cell lung cancer

scientific article published on 01 April 2014

Ten daily fractions for partial breast irradiation. Long-term results of a prospective phase II trial

scientific article published on 03 February 2019

Twenty years of radiobiology in clinical practice: the Italian contribution

scientific article

Use of motion tracking in stereotactic body radiotherapy: Evaluation of uncertainty in off-target dose distribution and optimization strategies

scientific article published in January 2006

Voxel-by-voxel correlation between radiologically radiation induced lung injury and dose after image-guided, intensity modulated radiotherapy for lung tumors

scientific article published on 23 September 2017

List of works by Michele Avanzo

AI-based applications in hybrid imaging: how to build smart and truly multi-parametric decision models for radiomics

Authors’ Reply to: Radiobiology as a Basic and Clinical Medical Science: What the Physicists have Forgotten

BOLD fMRI integration into radiosurgery treatment planning of cerebral vascular malformations.

Beyond imaging: The promise of radiomics.

Complication probability model for subcutaneous fibrosis based on published data of partial and whole breast irradiation.

Correlation of a hypoxia based tumor control model with observed local control rates in nasopharyngeal carcinoma treated with chemoradiotherapy.

Dose to the skin in helical tomotherapy: Results of in vivo measurements with radiochromic films ⬇️

Electron Density and Biologically Effective Dose (BED) Radiomics-Based Machine Learning Models to Predict Late Radiation-Induced Subcutaneous Fibrosis

Electron radiotherapy (IOERT) for applications outside of the breast: Dosimetry and influence of tissue inhomogeneities

Hypofractionation of partial breast irradiation using radiobiological models

Image-guided volumetric arc radiotherapy of pancreatic cancer with simultaneous integrated boost: Optimization strategies and dosimetric results

In vivo dosimetry with radiochromic films in low-voltage intraoperative radiotherapy of the breast.

Local High-Dose Radiotherapy Induces Systemic Immunomodulating Effects of Potential Therapeutic Relevance in Oligometastatic Breast Cancer

Loss of p27kip1 increases genomic instability and induces radio-resistance in luminal breast cancer cells.

Normal tissue complication probability models for severe acute radiological lung injury after radiotherapy for lung cancer.

Policies for reirradiation of recurrent high-grade gliomas: a survey among Italian radiation oncologists

Predicting Local Failure after Partial Prostate Re-Irradiation Using a Dosiomic-Based Machine Learning Model

Prediction of skin dose in low-kV intraoperative radiotherapy using machine learning models trained on results of in vivo dosimetry

Radiotherapy-induced miR-223 prevents relapse of breast cancer by targeting the EGF pathway.

Seven fractions to deliver partial breast irradiation: the toxicity is Low

Single-fraction flattening filter-free volumetric modulated arc therapy for lung cancer: Dosimetric results and comparison with flattened beams technique.

Spinal radiosurgery: technology and clinical outcomes.

Stereotactic body radiation therapy for re-irradiation of persistent or recurrent non-small cell lung cancer

Ten daily fractions for partial breast irradiation. Long-term results of a prospective phase II trial

Twenty years of radiobiology in clinical practice: the Italian contribution

Use of motion tracking in stereotactic body radiotherapy: Evaluation of uncertainty in off-target dose distribution and optimization strategies

Voxel-by-voxel correlation between radiologically radiation induced lung injury and dose after image-guided, intensity modulated radiotherapy for lung tumors