Search Results - "Van Maaren, Marissa C"
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Explainable machine learning can outperform Cox regression predictions and provide insights in breast cancer survival
Published in Scientific reports (26-03-2021)“…Cox Proportional Hazards (CPH) analysis is the standard for survival analysis in oncology. Recently, several machine learning (ML) techniques have been adapted…”
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10 year survival after breast-conserving surgery plus radiotherapy compared with mastectomy in early breast cancer in the Netherlands: a population-based study
Published in The lancet oncology (01-08-2016)“…Summary Background Investigators of registry-based studies report improved survival for breast-conserving surgery plus radiotherapy compared with mastectomy in…”
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Implementation of ultra-hypofractionated radiotherapy schedules for breast cancer during the COVID-19 pandemic in the Netherlands
Published in Clinical and translational radiation oncology (01-07-2024)“…•The COVID pandemic led to the early use of ultra-hypofractionated radiotherapy.•Use of 5 fractions increased after recommendation by the Dutch radiotherapy…”
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Representativeness of trial participants: linking the EORTC boost-no boost trial to the Netherlands cancer registry
Published in Journal of clinical epidemiology (01-08-2022)“…To evaluate the representativeness of Dutch patients participating in the European Organization for Research and Treatment of Cancer EORTC boost-no-boost trial…”
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Associations between treatments, comorbidities and multidimensional aspects of quality of life among patients with advanced cancer in the Netherlands—a 2017–2020 multicentre cross-sectional study
Published in Quality of life research (01-11-2023)“…Objective To investigate associations between quality of life (QoL) and 1) immunotherapy and other cancer treatments received three months before QoL…”
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Improved risk estimation of locoregional recurrence, secondary contralateral tumors and distant metastases in early breast cancer: the INFLUENCE 2.0 model
Published in Breast cancer research and treatment (01-10-2021)“…Purpose To extend the functionality of the existing INFLUENCE nomogram for locoregional recurrence (LRR) of breast cancer toward the prediction of secondary…”
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External validation of 87 clinical prediction models supporting clinical decisions for breast cancer patients
Published in Breast (Edinburgh) (01-06-2023)“…Numerous prediction models have been developed to support treatment-related decisions for breast cancer patients. External validation, a prerequisite for…”
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Ten-year conditional recurrence risks and overall and relative survival for breast cancer patients in the Netherlands: Taking account of event-free years
Published in European journal of cancer (1990) (01-10-2018)“…Survival estimates from diagnosis are of limited importance for (ex-)breast cancer patients who survived several years, as it includes information on already…”
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The use and misuse of risk prediction tools for clinical decision-making
Published in Breast (Edinburgh) (01-06-2023)Get full text
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Trends in incidence, treatment, survival and subsequent breast cancer in lobular carcinoma in situ in the Netherlands: A population-based analysis
Published in Breast (Edinburgh) (01-10-2021)“…We analysed incidence, treatment, survival, occurrence of ductal carcinoma in situ (DCIS) and invasive breast cancer (IBC) after lobular carcinoma in situ…”
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Quantifying the Mitigating Effects of Whole-Breast Radiotherapy and Systemic Treatments on Regional Recurrence Incidence Among Breast Cancer Patients
Published in Annals of surgical oncology (01-09-2020)“…Background Despite the potential for residual lymph node metastases after a negative or positive sentinel lymph node biopsy (SLNB), breast cancer patients…”
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Facilitating validation of prediction models: a comparison of manual and semi-automated validation using registry-based data of breast cancer patients in the Netherlands
Published in BMC medical research methodology (08-06-2019)“…Clinical prediction models are not routinely validated. To facilitate validation procedures, the online Evidencio platform ( https://www.evidencio.com ) has…”
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Heart failure medication after a first hospital admission and risk of heart failure readmission, focus on beta-blockers and renin-angiotensin-aldosterone system medication: A retrospective cohort study in linked databases
Published in PloS one (22-12-2020)“…This study assessed the association between heart failure (HF) medication (angiotensin-converting-enzyme inhibitors (ACEI)/angiotensin-receptor blockers (ARB),…”
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Which real indications remain for mastectomy?
Published in Lancet Regional Health - Americas (Online) (01-05-2024)“…© 2024 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/…”
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A conditional model predicting the 10-year annual extra mortality risk compared to the general population: a large population-based study in Dutch breast cancer patients
Published in PloS one (24-01-2019)“…Many cancer survivors are facing difficulties in getting a life insurance; raised premiums and declinatures are common. We generated a prediction model…”
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Breast conserving therapy and mastectomy revisited: Breast cancer‐specific survival and the influence of prognostic factors in 129,692 patients
Published in International journal of cancer (01-01-2018)“…This large population‐based study compared breast‐conserving surgery with radiation therapy (BCT) with mastectomy on (long‐term) breast cancer‐specific (BCSS)…”
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Ten‐year recurrence rates for breast cancer subtypes in the Netherlands: A large population‐based study
Published in International journal of cancer (15-01-2019)“…Here we report for the first time the relation between breast cancer subtypes and 10‐year recurrence rates and mortality in the Netherlands. All operated women…”
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The majority of 922 prediction models supporting breast cancer decision-making are at high risk of bias
Published in Journal of clinical epidemiology (01-12-2022)“…To systematically review the currently available prediction models that may support treatment decision-making in breast cancer. Literature was systematically…”
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Routine and interval detection of locoregional breast cancer recurrences and risk of subsequent distant metastasis
Published in Breast cancer research and treatment (01-01-2023)“…Purpose Follow-up for breast cancer survivors consists of after care and surveillance. The benefits of routine surveillance visits remain debatable. In this…”
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Comprehensive trends in incidence, treatment, survival and mortality of first primary invasive breast cancer stratified by age, stage and receptor subtype in the Netherlands between 1989 and 2017
Published in International journal of cancer (01-05-2021)“…Our study aimed to provide a comprehensive overview of trends in incidence, survival, mortality and treatment of first primary invasive breast cancer (BC),…”
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