Prediction of skin dose in low-kV intraoperative radiotherapy using machine learning models trained on results ofin vivodosimetry-Reference-Cited by-同舟云学术

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

Published:2019-01-25 Issue:3 Volume:46 Page:1447-1454
ISSN:0094-2405
Container-title:Medical Physics
language:en
Short-container-title:Med. Phys.

Author:

Avanzo Michele¹,Pirrone Giovanni¹,Mileto Mario²,Massarut Samuele²,Stancanello Joseph¹,Baradaran-Ghahfarokhi Milad¹,Rink Alexandra³,Barresi Loredana¹,Vinante Lorenzo⁴,Piccoli Erica²,Trovo Marco⁵,El Naqa Issam⁶,Sartor Giovanna¹

Affiliation:

1. Division of Medical Physics; Centro di Riferimento Oncologico di Aviano (CRO) IRCCS; 33081 Aviano PN Italy

2. Department of Breast Surgery; Centro di Riferimento Oncologico di Aviano (CRO) IRCCS; 33081 Aviano PN Italy

3. Department of Radiation Physics; Princess Margaret Cancer Centre; ON M5G 2M9 Canada

4. Radiation Oncology; Centro di Riferimento Oncologico di Aviano (CRO) IRCCS; 33081 Aviano PN Italy

5. Department of Radiation Oncology; Udine General Hospital; 33100 Udine UD Italy

6. Department of Radiation Oncology; Physics Division; University of Michigan; Ann Arbor MI 48103-493 USA

Funder

CRUP - Friuli Exchange Program

Publisher

Wiley

Subject

General Medicine

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/mp.13379/fullpdf

Reference34 articles.

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3. Intraoperative radiotherapy in women with early breast cancer treated by breast-conserving therapy;Chua;ANZ J Surg,2010

4. Short-term complications of intraoperative radiotherapy for early breast cancer;Maoz;J Surg Oncol,2016

5. Radiation-induced skin injuries from fluoroscopy;Shope;Radiographics,1996

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