Machine learning and radiology

S Wang, RM Summers - Medical image analysis, 2012 - Elsevier
In this paper, we give a short introduction to machine learning and survey its applications in
radiology. We focused on six categories of applications in radiology: medical image …

The evolving role of radiotherapy in non-small cell lung cancer

S Brown, K Banfill, MC Aznar… - The British journal of …, 2019 - academic.oup.com
Lung cancer is the most commonly diagnosed cancer and biggest cause of cancer mortality
worldwide with non-small cell lung cancer (NSCLC) accounting for most cases …

Cardiac events after radiation therapy: combined analysis of prospective multicenter trials for locally advanced non–small-cell lung cancer

RT Dess, Y Sun, MM Matuszak, G Sun… - Journal of Clinical …, 2017 - ascopubs.org
Purpose Radiation therapy is a critical component in the care of patients with non–small-cell
lung cancer (NSCLC), yet cardiac injury after treatment is a significant concern. Therefore …

Stereotactic body radiation therapy: the report of AAPM Task Group 101

SH Benedict, KM Yenice, D Followill, JM Galvin… - Medical …, 2010 - Wiley Online Library
Task Group 101 of the AAPM has prepared this report for medical physicists, clinicians, and
therapists in order to outline the best practice guidelines for the external‐beam radiation …

The management of respiratory motion in radiation oncology report of AAPM Task Group 76 a

PJ Keall, GS Mageras, JM Balter, RS Emery… - Medical …, 2006 - Wiley Online Library
This document is the report of a task group of the AAPM and has been prepared primarily to
advise medical physicists involved in the external‐beam radiation therapy of patients with …

[HTML][HTML] Definition of stereotactic body radiotherapy: principles and practice for the treatment of stage I non-small cell lung cancer

M Guckenberger, N Andratschke, H Alheit… - Strahlentherapie und …, 2014 - ncbi.nlm.nih.gov
This report from the Stereotactic Radiotherapy Working Group of the German Society of
Radiation Oncology (Deutschen Gesellschaft für Radioonkologie, DEGRO) provides a …

4-dimensional computed tomography imaging and treatment planning

P Keall - Seminars in radiation oncology, 2004 - Elsevier
In the era of conformal therapy and intensity-modulated therapy, there is an increased desire
to raise tumor dose to facilitate improved survival and decrease normal tissue dose to …

Image guidance in radiation therapy for better cure of cancer

V Grégoire, M Guckenberger… - Molecular …, 2020 - Wiley Online Library
The key goal and main challenge of radiation therapy is the elimination of tumors without
any concurring damages of the surrounding healthy tissues and organs. Radiation doses …

Systemic review of the patterns of failure following stereotactic body radiation therapy in early-stage non-small-cell lung cancer: clinical implications

A Chi, Z Liao, NP Nguyen, J Xu, B Stea… - Radiotherapy and …, 2010 - Elsevier
PURPOSE: To analyze the patterns of failure, the toxicity profile, and the factors influencing
efficacy of stereotactic body radiation (SBRT) for early-stage non-small-cell lung cancer …

Potential for reduced toxicity and dose escalation in the treatment of inoperable non–small-cell lung cancer: A comparison of intensity-modulated radiation therapy …

IS Grills, D Yan, AA Martinez, FA Vicini… - International Journal of …, 2003 - Elsevier
PURPOSE: To systematically evaluate four different techniques of radiation therapy (RT)
used to treat non–small-cell lung cancer and to determine their efficacy in meeting multiple …