scholarly journals Improving the Communication of Benefits and Harms of Treatment Strategies: Decision Aids for Localized Prostate Cancer Treatment Decisions

2012 ◽  
Vol 2012 (45) ◽  
pp. 197-201 ◽  
Author(s):  
R. M. Hoffman
Keyword(s):  
Prostate Cancer ◽  
Cancer Treatment ◽  
Decision Aids ◽  
Treatment Strategies ◽  
Treatment Decisions ◽  
Localized Prostate Cancer ◽  
Prostate Cancer Treatment

scholarly journals Decision aids for localized prostate cancer treatment choice: Systematic review and meta-analysis

2015 ◽  
Vol 65 (3) ◽  
pp. 239-251 ◽  
Author(s):  
Philippe D. Violette ◽  
Thomas Agoritsas ◽  
Paul Alexander ◽  
Jarno Riikonen ◽  
Henrikki Santti ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Systematic Review ◽  
Cancer Treatment ◽  
Meta Analysis ◽  
Decision Aids ◽  
Treatment Choice ◽  
Localized Prostate Cancer ◽  
Prostate Cancer Treatment

MP42-19 DECISION AIDS FOR LOCALIZED PROSTATE CANCER TREATMENT CHOICE: SYSTEMATIC REVIEW AND META-ANALYSIS

2015 ◽  
Vol 193 (4S) ◽  
Author(s):  
Philippe D. Violette ◽  
Thomas Agoritsas ◽  
Jarno Riikonen ◽  
Henrikki Santti ◽  
Paul Alexander ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Systematic Review ◽  
Cancer Treatment ◽  
Meta Analysis ◽  
Decision Aids ◽  
Treatment Choice ◽  
Localized Prostate Cancer ◽  
Prostate Cancer Treatment

scholarly journals Communicative aspects of decision aids for localized prostate cancer treatment – A systematic review

2019 ◽  
Vol 37 (7) ◽  
pp. 409-429 ◽  
Author(s):  
Ruben D. Vromans ◽  
Mies C. van Eenbergen ◽  
Steffen C. Pauws ◽  
Gijs Geleijnse ◽  
Henk G. van der Poel ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Systematic Review ◽  
Cancer Treatment ◽  
Decision Aids ◽  
Localized Prostate Cancer ◽  
Prostate Cancer Treatment

scholarly journals Communicative Aspects of Decision Aids for Localized Prostate Cancer Treatment – A Systematic Review

2019 ◽  
Author(s):  
Ruben Danïel Vromans ◽  
Mies van Eenbergen ◽  
Steffen Pauws ◽  
Gijs Geleijnse ◽  
Henk van der Poel ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Systematic Review ◽  
Cancer Treatment ◽  
Decision Aid ◽  
Decision Aids ◽  
Localized Prostate Cancer ◽  
Patient Decision Aid ◽  
Prostate Cancer Treatment ◽  
Patient Decision

Decision aids (DAs) have been developed for patients with localized prostate cancer. DAs were reviewed for the International Patient Decision Aid Standards criteria (IPDAS) and various communicative aspects (CAs). Adherence to the IPDAS criteria varied greatly across the DAs. The use of CAs varied substantially by the DAs. CAs such as personalization, interaction, and multimodality can further improve DAs for localized prostate cancer.

scholarly journals Development and Validation of an Interpretable Artificial Intelligence Model to Predict 10-Year Prostate Cancer Mortality

Cancers ◽  
2021 ◽  
Vol 13 (12) ◽  
pp. 3064
Author(s):  
Jean-Emmanuel Bibault ◽  
Steven Hancock ◽  
Mark K. Buyyounouski ◽  
Hilary Bagshaw ◽  
John T. Leppert ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Cancer Treatment ◽  
Cancer Mortality ◽  
Treatment Strategies ◽  
Gradient Boosting ◽  
Prostate Cancer Treatment ◽  
Prospective Data ◽  
Prostate Cancer Mortality ◽  
Development And Validation

Prostate cancer treatment strategies are guided by risk-stratification. This stratification can be difficult in some patients with known comorbidities. New models are needed to guide strategies and determine which patients are at risk of prostate cancer mortality. This article presents a gradient-boosting model to predict the risk of prostate cancer mortality within 10 years after a cancer diagnosis, and to provide an interpretable prediction. This work uses prospective data from the PLCO Cancer Screening and selected patients who were diagnosed with prostate cancer. During follow-up, 8776 patients were diagnosed with prostate cancer. The dataset was randomly split into a training (n = 7021) and testing (n = 1755) dataset. Accuracy was 0.98 (±0.01), and the area under the receiver operating characteristic was 0.80 (±0.04). This model can be used to support informed decision-making in prostate cancer treatment. AI interpretability provides a novel understanding of the predictions to the users.

scholarly journals To Share or Not to Share: Malaysian Healthcare Professionals' Views on Localized Prostate Cancer Treatment Decision Making Roles

PLoS ONE ◽  
2015 ◽  
Vol 10 (11) ◽  
pp. e0142812 ◽  
Author(s):  
Yew Kong Lee ◽  
Ping Yein Lee ◽  
Ai Theng Cheong ◽  
Chirk Jenn Ng ◽  
Khatijah Lim Abdullah ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Decision Making ◽  
Cancer Treatment ◽  
Healthcare Professionals ◽  
Treatment Decision ◽  
Localized Prostate Cancer ◽  
Prostate Cancer Treatment ◽  
Treatment Decision Making
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