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Predicting esophagitis after chemoradiation therapy for non-small cell lung cancer: an individual patient data meta-analysis
Purpose Concurrent chemoradiation therapy (CCRT) improves survival compared with
sequential treatment for locally advanced non-small cell lung cancer, but it increases toxicity …
sequential treatment for locally advanced non-small cell lung cancer, but it increases toxicity …
Towards the interpretability of machine learning predictions for medical applications targeting personalised therapies: a cancer case survey
Artificial Intelligence is providing astonishing results, with medicine being one of its favourite
playgrounds. Machine Learning and, in particular, Deep Neural Networks are behind this …
playgrounds. Machine Learning and, in particular, Deep Neural Networks are behind this …
Machine learning algorithms for outcome prediction in (chemo) radiotherapy: An empirical comparison of classifiers
Purpose Machine learning classification algorithms (classifiers) for prediction of treatment
response are becoming more popular in radiotherapy literature. General Machine learning …
response are becoming more popular in radiotherapy literature. General Machine learning …
Revisiting the dose constraints for head and neck OARs in the current era of IMRT
Head and neck cancer poses a particular challenge in radiation therapy, whilst being an
effective treatment modality it requires very high doses of radiation to provide effective …
effective treatment modality it requires very high doses of radiation to provide effective …
Systematic review of normal tissue complication models relevant to standard fractionation radiation therapy of the head and neck region published after the QUANTEC …
NP Brodin, R Kabarriti, MK Garg, C Guha… - International Journal of …, 2018 - Elsevier
There has recently been an increasing interest in model-based evaluation and comparison
of different treatment options in radiation oncology studies. This is partly driven by the …
of different treatment options in radiation oncology studies. This is partly driven by the …
Multiple comparisons permutation test for image based data mining in radiotherapy
C Chen, M Witte, W Heemsbergen, M Herk - Radiation Oncology, 2013 - Springer
Comparing incidental dose distributions (ie images) of patients with different outcomes is a
straightforward way to explore dose-response hypotheses in radiotherapy. In this paper, we …
straightforward way to explore dose-response hypotheses in radiotherapy. In this paper, we …
Multivariable normal-tissue complication modeling of acute esophageal toxicity in advanced stage non-small cell lung cancer patients treated with intensity-modulated …
Background and purpose The majority of normal-tissue complication probability (NTCP)
models for acute esophageal toxicity (AET) in advanced stage non-small cell lung cancer …
models for acute esophageal toxicity (AET) in advanced stage non-small cell lung cancer …
Generalizability assessment of head and neck cancer NTCP models based on the TRIPOD criteria
This review aimed to provide an overview of the level of maturity of normal tissue
complication probability (NTCP) models for head and neck cancer (HNC) patients. A …
complication probability (NTCP) models for head and neck cancer (HNC) patients. A …
Dosimetric parameters associated with radiation-induced esophagitis in breast cancer patients undergoing regional nodal irradiation
Abstract Background/Purpose Rates of acute esophagitis in breast cancer patients
undergoing regional nodal irradiation (RNI) are under-reported. We set to identify …
undergoing regional nodal irradiation (RNI) are under-reported. We set to identify …
Comparison of toxicity and outcome in advanced stage non-small cell lung cancer patients treated with intensity-modulated (chemo-) radiotherapy using IMRT or …
Retrospective evaluation of 188 advanced stage non-small cell lung cancer patients treated
with IMRT or VMAT revealed a limited increase of moderate to severe acute esophageal …
with IMRT or VMAT revealed a limited increase of moderate to severe acute esophageal …