Using active learning for speeding up calibration in simulation models

M Cevik, MA Ergun, NK Stout… - Medical Decision …, 2016 - journals.sagepub.com
model to find those combinations that have acceptable predicted scores. We refer to a score
… squared error between the simulation result and the target outcome. For the simulation …

[HTML][HTML] The role of neurotensin as a novel biomarker in the endoscopic screening of high-risk population for developing colorectal neoplasia

C Kontovounisios, S Qiu, S Rasheed, A Darzi… - Updates in Surgery, 2017 - Springer
… Neurotensin plasma values differentiate healthy people from … The colonoscopy results were
reviewed by a member of the … matched to the colonoscopy result to allow statistical analysis. …

Colorectal cancer prevention by a CLEAR principles–based colonoscopy protocol: an observational study

S Xirasagar, Y Wu, M Tsai, J Zhang, S Chiodini… - Gastrointestinal …, 2020 - Elsevier
… Additional colonoscopies (surveillance or rescreening) … colonoscopy, which show multifold
higher rates than those of … more conservative cutoff score of 1.0, resulting in manual review …

Rethinking prostate cancer screening: could MRI be an alternative screening test?

D Eldred-Evans, H Tam, H Sokhi, AR Padhani… - Nature Reviews …, 2020 - nature.com
… , targeted MRI screening, longer rescreening intervals and a multi-… Microsimulation models
within ERSPC have demonstrated that … findings have been seen in screening CT colonoscopy

Screening, Surveillance, and Prevention for Colorectal Cancer

J Meyer, J Davies - Gastrointestinal Oncology‐A Critical …, 2024 - Wiley Online Library
… offered colonoscopy at five years after the index diagnosis, those at … or colonoscopy: a
microsimulation modelling study. BMJ 367: … Results of screening, rescreening, and follow-up in a …

Mathematical modeling

MS Roberts, KJ Smith, J Chhatwal - Methods in comparative …, 2017 - taylorfrancis.com
… in seconds, complex microsimulations may take days to run … in various intervals, negative
tests could be rescreened at a … Their results supported a strategy of immediate colonoscopy

E-Science technologies in a workflow for personalized medicine using cancer screening as a case study

O Spjuth, A Karlsson, M Clements… - Journal of the …, 2017 - academic.oup.com
… at medium risk are rescreened every 4 years. To calibrate the microsimulation model, we …
in less morbidity, is preferred by women, and will facilitate prevention for those most likely to …

Colorectal Cancer Prevention

P Lance - Fundamentals of Cancer Prevention, 2019 - Springer
… Microsatellite instability confers hypermutation on resulting tumors… Screening of individuals
at increased risk for CRC is … at the supposedly negative earlier colonoscopy or were identified …

Predictors of participant nonadherence in lung cancer screening programs: a systematic review and meta-analysis

ACL Lam, R Aggarwal, S Cheung, EL Stewart… - Lung Cancer, 2020 - Elsevier
… In a microsimulation model performed by Han et al., the … The 501 lung cancer deaths avoided
per 100,000 individuals … /education and racial minorities as a result of low health literacy, a …

Screening for cervical cancer with high-risk human papillomavirus testing: updated evidence report and systematic review for the US Preventive Services Task Force

J Melnikow, JT Henderson, BU Burda, CA Senger… - Jama, 2018 - jamanetwork.com
… to compare outcomes of different rescreening intervals. One trial (… a negative cotesting result
followed by a second negative … The opinions expressed in this document are those of the …