Published in Stat Med on August 30, 2004
Assessing the performance of prediction models: a framework for traditional and novel measures. Epidemiology (2010) 14.07
Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics. PLoS Med (2008) 4.60
Prognosis Research Strategy (PROGRESS) 3: prognostic model research. PLoS Med (2013) 3.13
Prediction models for cardiovascular disease risk in the general population: systematic review. BMJ (2016) 2.81
Reporting and methods in clinical prediction research: a systematic review. PLoS Med (2012) 2.26
Comparison of the Framingham and Reynolds Risk scores for global cardiovascular risk prediction in the multiethnic Women's Health Initiative. Circulation (2012) 2.17
Improving diabetes prevention with benefit based tailored treatment: risk based reanalysis of Diabetes Prevention Program. BMJ (2015) 2.10
External validity of risk models: Use of benchmark values to disentangle a case-mix effect from incorrect coefficients. Am J Epidemiol (2010) 2.03
Effect of changes over time in the performance of a customized SAPS-II model on the quality of care assessment. Intensive Care Med (2011) 1.65
IMPACT recommendations for improving the design and analysis of clinical trials in moderate to severe traumatic brain injury. Neurotherapeutics (2010) 1.53
Towards better clinical prediction models: seven steps for development and an ABCD for validation. Eur Heart J (2014) 1.44
One risk assessment tool for cardiovascular disease, type 2 diabetes, and chronic kidney disease. Diabetes Care (2012) 1.21
Prediction model to estimate presence of coronary artery disease: retrospective pooled analysis of existing cohorts. BMJ (2012) 1.06
Assessing calibration of prognostic risk scores. Stat Methods Med Res (2013) 1.00
The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions. J Biomed Inform (2014) 0.97
Predicting mortality with pneumonia severity scores: importance of model recalibration to local settings. Epidemiol Infect (2008) 0.97
Randomized trial of a clinical decision support system: impact on the management of children with fever without apparent source. J Am Med Inform Assoc (2007) 0.95
Predictors of mortality in elderly subjects with obstructive airway disease: the PILE score. Ann Epidemiol (2010) 0.95
Performance of IMPACT, CRASH and Nijmegen models in predicting six month outcome of patients with severe or moderate TBI: an external validation study. Scand J Trauma Resusc Emerg Med (2014) 0.93
A comparative analysis of predictive models of morbidity in intensive care unit after cardiac surgery - part I: model planning. BMC Med Inform Decis Mak (2007) 0.92
ICE COLD ERIC--International collaborative effort on chronic obstructive lung disease: exacerbation risk index cohorts--study protocol for an international COPD cohort study. BMC Pulm Med (2009) 0.92
Multivariate meta-analysis of individual participant data helped externally validate the performance and implementation of a prediction model. J Clin Epidemiol (2015) 0.89
Selecting the best prediction model for readmission. J Prev Med Public Health (2012) 0.88
External validation of two prediction models identifying employees at risk of high sickness absence: cohort study with 1-year follow-up. BMC Public Health (2013) 0.85
Adaptation of clinical prediction models for application in local settings. Med Decis Making (2012) 0.84
Prognostic models for high and low ovarian responses in controlled ovarian stimulation using a GnRH antagonist protocol. Hum Reprod (2014) 0.84
Predicting outcomes after blunt chest wall trauma: development and external validation of a new prognostic model. Crit Care (2014) 0.83
Calibrating random forests for probability estimation. Stat Med (2016) 0.83
Novel prediction score including pre- and intraoperative parameters best predicts acute kidney injury after liver surgery. World J Surg (2013) 0.83
Prediction and treatment of asthma in preschool children at risk: study design and baseline data of a prospective cohort study in general practice (ARCADE). BMC Pulm Med (2009) 0.83
Updating known distribution models for forecasting climate change impact on endangered species. PLoS One (2013) 0.82
Data mining application in customer relationship management for hospital inpatients. Healthc Inform Res (2012) 0.82
Development and validation of a screening tool to predict the risk of chronic low back pain in patients presenting with acute low back pain: a study protocol. BMJ Open (2015) 0.82
Statistical considerations on prognostic models for glioma. Neuro Oncol (2015) 0.81
The ecological context of soundscapes for children's blood pressure. J Acoust Soc Am (2013) 0.81
Predicting major outcomes in type 1 diabetes: a model development and validation study. Diabetologia (2014) 0.79
Psychosocial factors associated with bulimia nervosa during pregnancy: An internal validation study. Int J Eat Disord (2014) 0.79
External Validation of Prediction Models for Pneumonia in Primary Care Patients with Lower Respiratory Tract Infection: An Individual Patient Data Meta-Analysis. PLoS One (2016) 0.78
Remission, continuation and incidence of eating disorders during early pregnancy: a validation study in a population-based birth cohort. Psychol Med (2012) 0.78
Validating and updating a risk model for pneumonia - a case study. BMC Med Res Methodol (2012) 0.78
A logistic regression model for predicting malignant pheochromocytomas. J Cancer Res Clin Oncol (2007) 0.78
Low-dose nonlinear effects of smoking on coronary heart disease risk. Dose Response (2011) 0.77
Automated detection of healthcare associated infections: external validation and updating of a model for surveillance of drain-related meningitis. PLoS One (2012) 0.77
Assessing the incremental predictive performance of novel biomarkers over standard predictors. Stat Med (2014) 0.76
Improving prediction models with new markers: a comparison of updating strategies. BMC Med Res Methodol (2016) 0.75
Predictive Factors for Delivery within 7 Days after Successful 48-Hour Treatment of Threatened Preterm Labor. AJP Rep (2015) 0.75
Use of a Diagnostic Score to Prioritize Computed Tomographic (CT) Imaging for Patients Suspected of Ischemic Stroke Who May Benefit from Thrombolytic Therapy. PLoS One (2016) 0.75
Generalizability of Dutch Prediction Models for Low Hemoglobin Deferral: A Study on External Validation and Updating in Swiss Whole Blood Donors. Transfus Med Hemother (2016) 0.75
Validation and Recalibration of Two Multivariable Prognostic Models for Survival and Independence in Acute Stroke. PLoS One (2016) 0.75
Inadequacy of existing clinical prediction models for predicting mortality after transcatheter aortic valve implantation. Am Heart J (2016) 0.75
Clinical prediction in defined populations: a simulation study investigating when and how to aggregate existing models. BMC Med Res Methodol (2017) 0.75
Extubation outcome after a successful spontaneous breathing trial: A multicenter validation of a 3-factor prediction model. Exp Ther Med (2015) 0.75
Development and validation of a prediction score for complications after hepatectomy in hepatitis B-related hepatocellular carcinoma patients. PLoS One (2014) 0.75
Validation of a novel prediction model for early mortality in adult trauma patients in three public university hospitals in urban India. BMC Emerg Med (2016) 0.75
Personalized risk prediction for event-free survival at 24 months in patients with diffuse large B-cell lymphoma. Am J Hematol (2015) 0.75
Predicting mortality in patients treated differently: updating and external validation of a prediction model for nursing home residents with dementia and lower respiratory infections. BMJ Open (2016) 0.75
Multisite external validation of a risk prediction model for the diagnosis of blood stream infections in febrile pediatric oncology patients without severe neutropenia. Cancer (2017) 0.75
Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients. F1000Res (2016) 0.75
Predicting Triple-Negative Breast Cancer Subtype Using Multiple Single Nucleotide Polymorphisms for Breast Cancer Risk and Several Variable Selection Methods. Geburtshilfe Frauenheilkd (2017) 0.75
A Prediction Model to Help with the Assessment of Adenopathy in Lung Cancer: HAL. Am J Respir Crit Care Med (2017) 0.75
The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD. Thorax (2017) 0.75
External validation of non-invasive prediction models for identifying ultrasonography-diagnosed fatty liver disease in a Chinese population. Medicine (Baltimore) (2017) 0.75
Effect of screening and adjuvant therapy on mortality from breast cancer. N Engl J Med (2005) 16.70
A global test for groups of genes: testing association with a clinical outcome. Bioinformatics (2004) 10.82
Quantification of clinical morbidity associated with schistosome infection in sub-Saharan Africa. Acta Trop (2003) 6.64
Surgery versus prolonged conservative treatment for sciatica. N Engl J Med (2007) 4.98
Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics. PLoS Med (2008) 4.60
Women older than 40 years of age and those with elevated follicle-stimulating hormone levels differ in poor response rate and embryo quality in in vitro fertilization. Fertil Steril (2003) 4.58
Predictive testing for complex diseases using multiple genes: fact or fiction? Genet Med (2006) 4.48
Treatment of vulvar intraepithelial neoplasia with topical imiquimod. N Engl J Med (2008) 4.33
A mild treatment strategy for in-vitro fertilisation: a randomised non-inferiority trial. Lancet (2007) 3.36
Cost-effectiveness analysis of a quantitative immunochemical test for colorectal cancer screening. Gastroenterology (2011) 3.08
High follicle-stimulating hormone levels should not necessarily lead to the exclusion of subfertile patients from treatment. Fertil Steril (2004) 3.08
Serum antimullerian hormone levels best reflect the reproductive decline with age in normal women with proven fertility: a longitudinal study. Fertil Steril (2005) 2.90
Risk-based selection from the general population in a screening trial: selection criteria, recruitment and power for the Dutch-Belgian randomised lung cancer multi-slice CT screening trial (NELSON). Int J Cancer (2007) 2.85
Covariate adjustment in randomized controlled trials with dichotomous outcomes increases statistical power and reduces sample size requirements. J Clin Epidemiol (2004) 2.77
Testing association of a pathway with survival using gene expression data. Bioinformatics (2005) 2.57
Male circumcision for HIV prevention in sub-Saharan Africa: who, what and when? AIDS (2008) 2.54
Patient age and outcome following severe traumatic brain injury: an analysis of 5600 patients. J Neurosurg (2003) 2.51
Substantial effective sample sizes were required for external validation studies of predictive logistic regression models. J Clin Epidemiol (2005) 2.42
Cost-effectiveness analysis of human papillomavirus vaccination in the Netherlands. J Natl Cancer Inst (2009) 2.35
Should colorectal cancer screening be considered in elderly persons without previous screening? A cost-effectiveness analysis. Ann Intern Med (2014) 2.31
Validity of prognostic models: when is a model clinically useful? Semin Urol Oncol (2002) 2.29
The impact of pre-exposure prophylaxis (PrEP) on HIV epidemics in Africa and India: a simulation study. PLoS One (2008) 2.23
Models in the development of clinical practice guidelines. Ann Intern Med (2014) 2.18
The binomial distribution of meta-analysis was preferred to model within-study variability. J Clin Epidemiol (2007) 2.15
Regional differences in patient characteristics, case management, and outcomes in traumatic brain injury: experience from the tirilazad trials. J Neurosurg (2002) 2.12
Small airway involvement in cystic fibrosis lung disease: routine spirometry as an early and sensitive marker. Pediatr Pulmonol (2013) 2.01
Individualizing colonoscopy screening by sex and race. Gastrointest Endosc (2009) 1.96
Predicting outcome after traumatic brain injury: development and validation of a prognostic score based on admission characteristics. J Neurotrauma (2005) 1.96
An outbreak of Pneumocystis jiroveci pneumonia with 1 predominant genotype among renal transplant recipients: interhuman transmission or a common environmental source? Clin Infect Dis (2007) 1.94
Five-year follow-up of health-related quality of life after primary treatment of localized prostate cancer. Int J Cancer (2005) 1.93
Empirical observations underestimate the proportion of human immunodeficiency virus infections attributable to sexually transmitted diseases in the Mwanza and Rakai sexually transmitted disease treatment trials: Simulation results. Sex Transm Dis (2006) 1.91
Clients of female sex workers in Nyanza province, Kenya: a core group in STD/HIV transmission. Sex Transm Dis (2002) 1.91
Effect of rising chemotherapy costs on the cost savings of colorectal cancer screening. J Natl Cancer Inst (2009) 1.89
At what costs will screening with CT colonography be competitive? A cost-effectiveness approach. Int J Cancer (2009) 1.88
What proportion of episodes of gonorrhoea and chlamydia becomes symptomatic? Int J STD AIDS (2002) 1.87
National Polyp Study data: evidence for regression of adenomas. Int J Cancer (2004) 1.83
Renal histology in ANCA-associated vasculitis: differences between diagnostic and serologic subgroups. Kidney Int (2002) 1.78
Predicting retroperitoneal histology in postchemotherapy testicular germ cell cancer: a model update and multicentre validation with more than 1000 patients. Eur Urol (2006) 1.78
Predictors of poor ovarian response in in vitro fertilization: a prospective study comparing basal markers of ovarian reserve. Fertil Steril (2002) 1.78
Mobility and HIV in Tanzanian couples: both mobile persons and their partners show increased risk. AIDS (2006) 1.72
Clarifying differences in natural history between models of screening: the case of colorectal cancer. Med Decis Making (2011) 1.71
Westeinde sciatica trial: randomized controlled study of bed rest and physiotherapy for acute sciatica. J Neurosurg (2002) 1.71
Genetic susceptibility to respiratory syncytial virus bronchiolitis is predominantly associated with innate immune genes. J Infect Dis (2007) 1.71
Model selection based on logistic regression in a highly correlated candidate gene region. BMC Proc (2007) 1.66
Prospects for elimination of bancroftian filariasis by mass drug treatment in Pondicherry, India: a simulation study. J Infect Dis (2003) 1.65
Combining risk estimates from observational studies with different exposure cutpoints: a meta-analysis on body mass index and diabetes type 2. Am J Epidemiol (2006) 1.65
Adjustment for strong predictors of outcome in traumatic brain injury trials: 25% reduction in sample size requirements in the IMPACT study. J Neurotrauma (2006) 1.65
Can population differences explain the contrasting results of the Mwanza, Rakai, and Masaka HIV/sexually transmitted disease intervention trials?: A modeling study. J Acquir Immune Defic Syndr (2004) 1.65
The Ross procedure: a systematic review and meta-analysis. Circulation (2008) 1.65
Predictors of occult metastasis in clinical stage I nonseminoma: a systematic review. J Clin Oncol (2003) 1.63
Results of the Dutch National study of the palliative effect of irradiation using two different treatment schemes for non-small-cell lung cancer. J Clin Oncol (2005) 1.62
Labeled versus unlabeled discrete choice experiments in health economics: an application to colorectal cancer screening. Value Health (2009) 1.61
Randomized controlled trials with time-to-event outcomes: how much does prespecified covariate adjustment increase power? Ann Epidemiol (2005) 1.61
Understanding the differences between contrasting HIV epidemics in east and west Africa: results from a simulation model of the Four Cities Study. Sex Transm Infect (2007) 1.60
Prognosis after aortic root replacement with cryopreserved allografts in adults. Ann Thorac Surg (2003) 1.59
Impact of ivermectin on onchocerciasis transmission: assessing the empirical evidence that repeated ivermectin mass treatments may lead to elimination/eradication in West-Africa. Filaria J (2003) 1.56
The international agreement study on the diagnosis of the septate uterus at office hysteroscopy in infertile patients. Fertil Steril (2013) 1.51
Prediction models in reproductive medicine: a critical appraisal. Hum Reprod Update (2009) 1.50
Denial and social and emotional outcomes in lung cancer patients: the protective effect of denial. Lung Cancer (2010) 1.49
Subgroup analysis and covariate adjustment in randomized clinical trials of traumatic brain injury: a systematic review. Neurosurgery (2005) 1.49
Treating curable sexually transmitted infections to prevent HIV in Africa: still an effective control strategy? J Acquir Immune Defic Syndr (2008) 1.48
Subgroup analyses in therapeutic cardiovascular clinical trials: are most of them misleading? Am Heart J (2006) 1.48
Gender differences in health care-seeking behavior for sexually transmitted diseases: a population-based study in Nairobi, Kenya. Sex Transm Dis (2004) 1.47
The MISCAN-Fadia continuous tumor growth model for breast cancer. J Natl Cancer Inst Monogr (2006) 1.47
Nonattendance is still the main limitation for the effectiveness of screening for cervical cancer in the Netherlands. Int J Cancer (2006) 1.45
Practical implications of differential discounting in cost-effectiveness analyses with varying numbers of cohorts. Value Health (2011) 1.44
Denial and physical outcomes in lung cancer patients, a longitudinal study. Lung Cancer (2009) 1.43
Actual and actuarial probabilities of competing risks: apples and lemons. Ann Thorac Surg (2007) 1.43
Value of the HLA-DRB1 shared epitope for predicting radiographic damage in rheumatoid arthritis depends on the individual patient risk profile. J Rheumatol (2006) 1.41
Risk of bilateral visual impairment in individuals with amblyopia: the Rotterdam study. Br J Ophthalmol (2007) 1.41
A reanalysis of a reanalysis! The path to enlightenment. Fertil Steril (2002) 1.40
Methodological quality and publication bias in observational studies on risk of rupture of unruptured intracranial aneurysms. Stroke (2007) 1.40
Anti-Mullerian hormone, inhibin B, and antral follicle count in young women with ovarian failure. J Clin Endocrinol Metab (2008) 1.39
A detailed cost analysis of in vitro fertilization and intracytoplasmic sperm injection treatment. Fertil Steril (2007) 1.38
Strong association between in-migration and HIV prevalence in urban sub-Saharan Africa. Sex Transm Dis (2010) 1.37
A novel hypothesis on the sensitivity of the fecal occult blood test: Results of a joint analysis of 3 randomized controlled trials. Cancer (2009) 1.37
Performance of basal follicle-stimulating hormone in the prediction of poor ovarian response and failure to become pregnant after in vitro fertilization: a meta-analysis. Fertil Steril (2003) 1.37
Prolonged conservative treatment or 'early' surgery in sciatica caused by a lumbar disc herniation: rationale and design of a randomized trial [ISRCT 26872154]. BMC Musculoskelet Disord (2005) 1.35
The prevalence of pelvic organ prolapse symptoms and signs and their relation with bladder and bowel disorders in a general female population. Int Urogynecol J Pelvic Floor Dysfunct (2009) 1.34
Fecal occult blood testing when colonoscopy capacity is limited. J Natl Cancer Inst (2011) 1.33
The impact of leprosy control on the transmission of M. leprae: is elimination being attained? Lepr Rev (2007) 1.33
Multivariate random effects meta-analysis of diagnostic tests with multiple thresholds. BMC Med Res Methodol (2009) 1.32
Changes in anti-Müllerian hormone serum concentrations over time suggest delayed ovarian ageing in normogonadotrophic anovulatory infertility. Hum Reprod (2004) 1.32
Prevalence of Anaplasma phagocytophila and Borrelia burgdorferi in Ixodes persulcatus ticks from northeastern China. Am J Trop Med Hyg (2003) 1.31
Natural Anaplasma phagocytophilum infection of ticks and rodents from a forest area of Jilin Province, China. Am J Trop Med Hyg (2006) 1.28
Sexual behavior is more risky in rural than in urban areas among young women in Nyanza province, Kenya. Sex Transm Dis (2004) 1.28
LYMFASIM, a simulation model for predicting the impact of lymphatic filariasis control: quantification for African villages. Parasitology (2008) 1.27
Travel-related venous thrombosis: results from a large population-based case control study (MEGA study). PLoS Med (2006) 1.27