… Here, we present a review of the use of ML to predict radiation therapy outcomes from the
clinician's point of view with the hope that it lowers the “barrier to entry” for those without formal …

… predicting clinical outcomes for patients with prostate cancer who have been treated with
radiation therapy. We … were adequately developed, validated and provide accurate predictions. …

… Nomograms predicting the outcome of definitive local therapy for prostate cancer … prediction
tools in oncology. This nomogram is the first model to predict the outcome of salvage therapy …

… for predicting quality assurance (QA) outcomes of volumetric modulated arc radiation therapy
(… and their relative importance for accurately predicting GPRs was assessed and compared …

… staging systems have emerged that optimize the prediction of time to posttherapy PSA failure
after either radical prostatectomy or external beam radiation therapy in this study. These 2 …

… , who were treated with external-beam radiation therapy at the University of Michigan and …
received planned HT before the end of the radiation therapy regimen, or if they had missing …

… Postoperative radiation therapy for stage I endometrial cancer improves locoregional … To
facilitate treatment decision support for individual patients, accurate statistical models to predict …

… predictors of outcome, such … radiation therapy, and PSA doubling time. Several studies
have attempted to identify parameters that could predict outcome after salvage radiation therapy. …

… Treatment response and outcome prediction … to predict outcomes after radiotherapy has
been explored in multiple studies (see, eg [[15], [16], [17]]). Outcome prediction after radiotherapy …

… A kinetic model was developed to predict the ultimate clinical outcome of radiation therapy
(RT… on biological mechanisms of tumor radioresponse and predict long-term clinical outcome. …