Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review

MAE Binuya, EG Engelhardt, W Schats… - BMC Medical Research …, 2022 - Springer
Background Clinical prediction models are often not evaluated properly in specific settings
or updated, for instance, with information from new markers. These key steps are needed …

Prognostic models for breast cancer: a systematic review

MT Phung, S Tin Tin, JM Elwood - BMC cancer, 2019 - Springer
Background Breast cancer is the most common cancer in women worldwide, with a great
diversity in outcomes among individual patients. The ability to accurately predict a breast …

An updated PREDICT breast cancer prognostication and treatment benefit prediction model with independent validation

FJ Candido dos Reis, GC Wishart, EM Dicks… - Breast Cancer …, 2017 - Springer
Background PREDICT is a breast cancer prognostic and treatment benefit model
implemented online. The overall fit of the model has been good in multiple independent …

An analysis from the Quality Outcomes Database, Part 1. Disability, quality of life, and pain outcomes following lumbar spine surgery: predicting likely individual patient …

MJ McGirt, M Bydon, KR Archer, CJ Devin… - … of Neurosurgery: Spine, 2017 - thejns.org
OBJECTIVE Quality and outcomes registry platforms lie at the center of many emerging
evidence-driven reform models. Specifically, clinical registry data are progressively …

[HTML][HTML] The application and comparison of machine learning models for the prediction of breast cancer prognosis: retrospective cohort study

J Xiao, M Mo, Z Wang, C Zhou, J Shen… - JMIR medical …, 2022 - medinform.jmir.org
Background Over the recent years, machine learning methods have been increasingly
explored in cancer prognosis because of the appearance of improved machine learning …

Predicting invasive disease-free survival for early stage breast cancer patients using follow-up clinical data

B Fu, P Liu, J Lin, L Deng, K Hu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Objective: Chinese women are seriously threatened by breast cancer with high morbidity
and mortality. The lack of robust prognosis models results in difficulty for doctors to prepare …

[HTML][HTML] Validation of the online prediction tool PREDICT v. 2.0 in the Dutch breast cancer population

MC van Maaren, CD van Steenbeek… - European journal of …, 2017 - Elsevier
Background PREDICT version 2.0 is increasingly used to estimate prognosis in breast
cancer. This study aimed to validate this tool in specific prognostic subgroups in the …

[HTML][HTML] Accuracy of the online prognostication tools PREDICT and Adjuvant! for early-stage breast cancer patients younger than 50 years

EG Engelhardt, AJ van den Broek, SC Linn… - European journal of …, 2017 - Elsevier
Importance Online prognostication tools such as PREDICT and Adjuvant! are increasingly
used in clinical practice by oncologists to inform patients and guide treatment decisions …

Redevelopment of the Predict: Breast Cancer website and recommendations for developing interfaces to support decision‐making

GD Farmer, M Pearson, WJ Skylark… - Cancer …, 2021 - Wiley Online Library
Objectives To develop a new interface for the widely used prognostic breast cancer tool:
Predict: Breast Cancer. To facilitate decision‐making around post‐surgery breast cancer …

PREDICT validity for prognosis of breast cancer patients with pathogenic BRCA1/2 variants

TA Muranen, A Morra, S Khan, DR Barnes… - NPJ breast …, 2023 - nature.com
We assessed the PREDICT v 2.2 for prognosis of breast cancer patients with pathogenic
germline BRCA1 and BRCA2 variants, using follow-up data from 5453 BRCA1/2 carriers …