Published in J Clin Epidemiol on August 01, 2001
Assessing the performance of prediction models: a framework for traditional and novel measures. Epidemiology (2010) 14.07
Carotid intima-media thickness and presence or absence of plaque improves prediction of coronary heart disease risk: the ARIC (Atherosclerosis Risk In Communities) study. J Am Coll Cardiol (2010) 5.79
The Fatty Liver Index: a simple and accurate predictor of hepatic steatosis in the general population. BMC Gastroenterol (2006) 3.62
Prognosis Research Strategy (PROGRESS) 3: prognostic model research. PLoS Med (2013) 3.13
Early EEG contributes to multimodal outcome prediction of postanoxic coma. Neurology (2015) 2.74
Extensions to decision curve analysis, a novel method for evaluating diagnostic tests, prediction models and molecular markers. BMC Med Inform Decis Mak (2008) 2.64
Incident heart failure prediction in the elderly: the health ABC heart failure score. Circ Heart Fail (2008) 2.33
Development and Validation of a Prediction Rule for Benefit and Harm of Dual Antiplatelet Therapy Beyond 1 Year After Percutaneous Coronary Intervention. JAMA (2016) 2.29
Markers for early detection of cancer: statistical guidelines for nested case-control studies. BMC Med Res Methodol (2002) 2.26
Reporting and methods in clinical prediction research: a systematic review. PLoS Med (2012) 2.26
A clinical risk score for atrial fibrillation in a biracial prospective cohort (from the Atherosclerosis Risk in Communities [ARIC] study). Am J Cardiol (2011) 2.19
Predicting lung cancer prior to surgical resection in patients with lung nodules. J Thorac Oncol (2014) 2.17
External validity of risk models: Use of benchmark values to disentangle a case-mix effect from incorrect coefficients. Am J Epidemiol (2010) 2.03
How well can hospital readmission be predicted in a cohort of hospitalized children? A retrospective, multicenter study. Pediatrics (2009) 1.98
Ki67, chemotherapy response, and prognosis in breast cancer patients receiving neoadjuvant treatment. BMC Cancer (2011) 1.83
Using electronic health record data to develop and validate a prediction model for adverse outcomes in the wards*. Crit Care Med (2014) 1.79
Correcting for optimistic prediction in small data sets. Am J Epidemiol (2014) 1.69
Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study. Lancet Respir Med (2014) 1.68
Acute respiratory distress syndrome after trauma: development and validation of a predictive model. Crit Care Med (2012) 1.62
The validity of using ICD-9 codes and pharmacy records to identify patients with chronic obstructive pulmonary disease. BMC Health Serv Res (2011) 1.62
Dialysate calcium concentration and the risk of sudden cardiac arrest in hemodialysis patients. Clin J Am Soc Nephrol (2013) 1.62
A prediction rule for selective screening of Chlamydia trachomatis infection. Sex Transm Infect (2005) 1.61
External validation of multivariable prediction models: a systematic review of methodological conduct and reporting. BMC Med Res Methodol (2014) 1.57
Critical review of prostate cancer predictive tools. Future Oncol (2009) 1.57
Development of a predictive model to identify inpatients at risk of re-admission within 30 days of discharge (PARR-30). BMJ Open (2012) 1.56
Misuse of DeLong test to compare AUCs for nested models. Stat Med (2012) 1.54
Risk score to predict serious bleeding in stable outpatients with or at risk of atherothrombosis. Eur Heart J (2010) 1.53
A model for predicting the risk of de novo stress urinary incontinence in women undergoing pelvic organ prolapse surgery. Obstet Gynecol (2014) 1.52
Genetic and clinical predictors for breast cancer risk assessment and stratification among Chinese women. J Natl Cancer Inst (2010) 1.51
Prediction of incident heart failure in general practice: the Atherosclerosis Risk in Communities (ARIC) Study. Circ Heart Fail (2012) 1.50
Development of prediction tools for diarrhea and rash in breast cancer patients receiving lapatinib in combination with capecitabine. Breast Cancer Res Treat (2014) 1.49
Can routine preoperative data predict adverse outcomes in the elderly? Development and validation of a simple risk model incorporating a chart-derived frailty score. J Am Coll Surg (2014) 1.48
Assessing the incremental value of diagnostic and prognostic markers: a review and illustration. Eur J Clin Invest (2011) 1.46
Towards better clinical prediction models: seven steps for development and an ABCD for validation. Eur Heart J (2014) 1.44
Utilization of critical care services among patients undergoing total hip and knee arthroplasty: epidemiology and risk factors. Anesthesiology (2012) 1.41
Development and Internal Validation of a Predictive Model Including Pulse Oximetry for Hospitalization of Under-Five Children in Bangladesh. PLoS One (2015) 1.41
Classifier performance prediction for computer-aided diagnosis using a limited dataset. Med Phys (2008) 1.40
Towards improving diagnosis of memory loss in general practice: TIMeLi diagnostic test accuracy study protocol. BMC Fam Pract (2016) 1.40
Assessment of predictive performance in incomplete data by combining internal validation and multiple imputation. BMC Med Res Methodol (2016) 1.39
Advanced fibrosis in nonalcoholic fatty liver disease: noninvasive assessment with MR elastography. Radiology (2013) 1.35
Prevalence of diabetes mellitus and the performance of a risk score among Hindustani Surinamese, African Surinamese and ethnic Dutch: a cross-sectional population-based study. BMC Public Health (2008) 1.34
Predictive features of severe acquired ADAMTS13 deficiency in idiopathic thrombotic microangiopathies: the French TMA reference center experience. PLoS One (2010) 1.33
Ruling out coronary heart disease in primary care patients with chest pain: a clinical prediction score. BMC Med (2010) 1.33
Body mass index and facial cues in sasang typology for young and elderly persons. Evid Based Complement Alternat Med (2011) 1.30
Clinical and laboratory features that differentiate dengue from other febrile illnesses in an endemic area--Puerto Rico, 2007-2008. Am J Trop Med Hyg (2010) 1.24
Prediction of an unfavourable course of low back pain in general practice: comparison of four instruments. Br J Gen Pract (2007) 1.22
Development of the Respiratory Index of Severity in Children (RISC) score among young children with respiratory infections in South Africa. PLoS One (2012) 1.21
A panel of 4 microRNAs facilitates the prediction of left ventricular contractility after acute myocardial infarction. PLoS One (2013) 1.19
Risk prediction measures for case-cohort and nested case-control designs: an application to cardiovascular disease. Am J Epidemiol (2012) 1.13
Genetic markers enhance coronary risk prediction in men: the MORGAM prospective cohorts. PLoS One (2012) 1.13
Mortality predictive indexes for the community-dwelling elderly US population. J Gen Intern Med (2012) 1.13
Prediction of breast cancer risk by genetic risk factors, overall and by hormone receptor status. J Med Genet (2012) 1.13
Survival of patients with nonseminomatous germ cell cancer: a review of the IGCC classification by Cox regression and recursive partitioning. Br J Cancer (2004) 1.12
Risk prediction models for chemotherapy-induced nausea and vomiting: almost ready for prime time? Support Care Cancer (2014) 1.12
Statistical consideration for clinical biomarker research in bladder cancer. Urol Oncol (2010) 1.12
A risk score for the prediction of advanced age-related macular degeneration: development and validation in 2 prospective cohorts. Ophthalmology (2014) 1.12
The pediatric NAFLD fibrosis index: a predictor of liver fibrosis in children with non-alcoholic fatty liver disease. BMC Med (2009) 1.12
Investigating factors associated with adherence behaviour in patients with chronic myeloid leukemia: an observational patient-centered outcome study. Br J Cancer (2012) 1.11
Pretransplant comorbidities predict severity of acute graft-versus-host disease and subsequent mortality. Blood (2014) 1.11
Modelling the genetic risk in age-related macular degeneration. PLoS One (2012) 1.09
The lack of utility of circulating biomarkers of inflammation and endothelial dysfunction for type 2 diabetes risk prediction among postmenopausal women: the Women's Health Initiative Observational Study. Arch Intern Med (2010) 1.08
Signatures of Subacute Potentially Catastrophic Illness in the ICU: Model Development and Validation. Crit Care Med (2016) 1.08
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD Statement. BMC Med (2015) 1.07
Thrombocytopenia and extracorporeal membrane oxygenation in adults with acute respiratory failure: a cohort study. Intensive Care Med (2016) 1.07
Prediction model for 30-day hospital readmissions among patients discharged receiving outpatient parenteral antibiotic therapy. Clin Infect Dis (2013) 1.06
The Philadelphia Brief Assessment of Cognition (PBAC): a validated screening measure for dementia. Clin Neuropsychol (2011) 1.06
Prospective validation of a prognostic model for respiratory syncytial virus bronchiolitis in late preterm infants: a multicenter birth cohort study. PLoS One (2013) 1.05
A predictive score to identify hospitalized patients' risk of discharge to a post-acute care facility. BMC Health Serv Res (2008) 1.05
Home accessibility, living circumstances, stage of activity limitation, and nursing home use. Arch Phys Med Rehabil (2012) 1.03
Associations of medically documented psychiatric diagnoses and risky health behaviors in highly active antiretroviral therapy-experienced perinatally HIV-infected youth. AIDS Patient Care STDS (2011) 1.01
Detection of the HE4 protein in urine as a biomarker for ovarian neoplasms. Cancer Lett (2010) 1.01
Comparison between various fracture risk assessment tools. Osteoporos Int (2014) 1.00
A prognostic model for 6-month mortality in elderly survivors of critical illness. Chest (2013) 1.00
Big data in organ transplantation: registries and administrative claims. Am J Transplant (2014) 0.99
A validated risk model to predict 90-day VTE events in postsurgical patients. Chest (2014) 0.99
Diagnosis based injury severity scaling: investigation of a method using Australian and New Zealand hospitalisations. Inj Prev (2004) 0.99
Atrial fibrillation and flutter outcomes and risk determination (AFFORD): design and rationale. J Cardiol (2011) 0.98
Cardiovascular Disease Risk Assessment: Insights from Framingham. Glob Heart (2013) 0.98
Risk-treatment paradox in the selection of transradial access for percutaneous coronary intervention. J Am Heart Assoc (2013) 0.98
Predicting mortality with pneumonia severity scores: importance of model recalibration to local settings. Epidemiol Infect (2008) 0.97
Systematic review and meta-analysis of the value of initial biomarkers in predicting adverse outcome in febrile neutropenic episodes in children and young people with cancer. BMC Med (2012) 0.97
External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges. BMJ (2016) 0.96
The search for stable prognostic models in multiple imputed data sets. BMC Med Res Methodol (2010) 0.96
Modelling and spatial discrimination of small mammal assemblages: an example from western Sichuan (China). Ecol Modell (2009) 0.96
Prediction of periventricular leukomalacia. Part I: Selection of hemodynamic features using logistic regression and decision tree algorithms. Artif Intell Med (2009) 0.94
Hamsi scoring in the prediction of unfavorable outcomes from tuberculous meningitis: results of Haydarpasa-II study. J Neurol (2015) 0.94
Risk index for predicting perioperative stroke, myocardial infarction, or death risk in asymptomatic patients undergoing carotid endarterectomy. J Vasc Surg (2012) 0.93
Longitudinal evaluation of CA-125 velocity and prediction of ovarian cancer. Gynecol Oncol (2011) 0.93
A clinically applicable molecular-based classification for endometrial cancers. Br J Cancer (2015) 0.93
Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints. BMC Med Res Methodol (2014) 0.93
Role of nomograms for prostate cancer in 2007. World J Urol (2007) 0.92
Risk Factors for Endometriosis in a German Case-Control Study. Geburtshilfe Frauenheilkd (2011) 0.92
Serum activin A and B levels predict outcome in patients with acute respiratory failure: a prospective cohort study. Crit Care (2013) 0.92
Predicting outcome after traumatic brain injury: development of prognostic scores based on the IMPACT and the APACHE II. J Neurotrauma (2014) 0.92
A clinical decision rule to enhance targeted bone mineral density testing in healthy mid-life women. Osteoporos Int (2011) 0.91
Spatial ecological processes and local factors predict the distribution and abundance of spawning by steelhead (Oncorhynchus mykiss) across a complex riverscape. PLoS One (2013) 0.91
A predictive phosphorylation signature of lung cancer. PLoS One (2009) 0.90
The effectiveness of right heart catheterization in the initial care of critically ill patients. SUPPORT Investigators. JAMA (1996) 17.62
Evaluating the yield of medical tests. JAMA (1982) 14.05
Relationship between cancer patients' predictions of prognosis and their treatment preferences. JAMA (1998) 12.60
Regression modelling strategies for improved prognostic prediction. Stat Med (1984) 7.09
Stepwise selection in small data sets: a simulation study of bias in logistic regression analysis. J Clin Epidemiol (1999) 6.66
Cardiac troponin T levels for risk stratification in acute myocardial ischemia. GUSTO IIA Investigators. N Engl J Med (1996) 5.94
Outcomes following acute exacerbation of severe chronic obstructive lung disease. The SUPPORT investigators (Study to Understand Prognoses and Preferences for Outcomes and Risks of Treatments) Am J Respir Crit Care Med (1996) 5.82
Value of the history and physical in identifying patients at increased risk for coronary artery disease. Ann Intern Med (1993) 5.59
A clinical prediction rule for renal artery stenosis. Ann Intern Med (1998) 4.32
Development of an enterprise-wide clinical data repository: merging multiple legacy databases. Proc AMIA Annu Fall Symp (1997) 4.18
Endoscopic colorectal cancer screening: a cost-saving analysis. J Natl Cancer Inst (2000) 3.92
Prognostic value of a treadmill exercise score in outpatients with suspected coronary artery disease. N Engl J Med (1991) 3.63
Prognostic modelling with logistic regression analysis: a comparison of selection and estimation methods in small data sets. Stat Med (2000) 3.25
The SUPPORT prognostic model. Objective estimates of survival for seriously ill hospitalized adults. Study to understand prognoses and preferences for outcomes and risks of treatments. Ann Intern Med (1995) 3.08
Clinical data bases. Accomplishments and unrealized potential. Med Care (1985) 2.83
Validation, updating and impact of clinical prediction rules: a review. J Clin Epidemiol (2008) 2.81
Regression models for prognostic prediction: advantages, problems, and suggested solutions. Cancer Treat Rep (1985) 2.76
Management of children with acute pharyngitis: a decision analysis. J Fam Pract (1992) 2.75
Neighborhood socioeconomic status and all-cause mortality. Am J Epidemiol (2001) 2.63
Comparison of predictions based on observational data with the results of randomized controlled clinical trials of coronary artery bypass surgery. J Am Coll Cardiol (1988) 2.59
The outcome of bacterial arthritis: a prospective community-based study. Arthritis Rheum (1997) 2.56
Factors affecting sensitivity and specificity of exercise electrocardiography. Multivariable analysis. Am J Med (1984) 2.49
Fat and female fecundity: prospective study of effect of body fat distribution on conception rates. BMJ (1993) 2.48
Prognostic modeling with logistic regression analysis: in search of a sensible strategy in small data sets. Med Decis Making (2001) 2.45
The evolution of medical and surgical therapy for coronary artery disease. A 15-year perspective. JAMA (1989) 2.33
Limitations of sensitivity, specificity, likelihood ratio, and bayes' theorem in assessing diagnostic probabilities: a clinical example. Epidemiology (1997) 2.28
Epidemiological evidence for age-dependent regression of pre-invasive cervical cancer. Br J Cancer (1991) 2.18
A randomized controlled trial of epoprostenol therapy for severe congestive heart failure: The Flolan International Randomized Survival Trial (FIRST). Am Heart J (1997) 2.16
Risk factors for septic arthritis in patients with joint disease. A prospective study. Arthritis Rheum (1995) 2.15
Post-1950 mortality trends and medical care: gains in life expectancy due to declines in mortality from conditions amenable to medical intervention in The Netherlands. Soc Sci Med (1988) 2.11
Delaying childbearing: effect of age on fecundity and outcome of pregnancy. BMJ (1991) 2.09
Dying with lung cancer or chronic obstructive pulmonary disease: insights from SUPPORT. Study to Understand Prognoses and Preferences for Outcomes and Risks of Treatments. J Am Geriatr Soc (2000) 2.09
Cardiac rupture, mortality and the timing of thrombolytic therapy: a meta-analysis. J Am Coll Cardiol (1990) 2.06
Updating methods improved the performance of a clinical prediction model in new patients. J Clin Epidemiol (2007) 2.01
Predicting mortality from cervical cancer after negative smear test results. BMJ (1992) 2.01
Exercise treadmill score for predicting prognosis in coronary artery disease. Ann Intern Med (1987) 1.98
The MISCAN-COLON simulation model for the evaluation of colorectal cancer screening. Comput Biomed Res (1999) 1.98
A model for breast cancer screening. Cancer (1990) 1.96
Application of treatment thresholds to diagnostic-test evaluation: an alternative to the comparison of areas under receiver operating characteristic curves. Med Decis Making (1997) 1.96
Continuing evolution of therapy for coronary artery disease. Initial results from the era of coronary angioplasty. Circulation (1994) 1.91
Artificial neural networks improve the accuracy of cancer survival prediction. Cancer (1997) 1.91
Relationship of body mass index to subsequent mortality among seriously ill hospitalized patients. SUPPORT Investigators. The Study to Understand Prognoses and Preferences for Outcome and Risks of Treatments. Crit Care Med (1997) 1.89
Quantitative studies on the dispersal of skin bacteria into the air. J Med Microbiol (1976) 1.85
Estimating the magnitude of STD cofactor effects on HIV transmission: how well can it be done? Sex Transm Dis (2001) 1.83
Reliability of the diagnosis of a first seizure. Neurology (1989) 1.82
PCOS according to the Rotterdam consensus criteria: Change in prevalence among WHO-II anovulation and association with metabolic factors. BJOG (2006) 1.77
The reproductive lifespan of Onchocerca volvulus in West African savanna. Acta Trop (1991) 1.76
Follow-up of patients with colorectal cancer. A meta-analysis. Ann Surg (1994) 1.74
Resection of small, residual retroperitoneal masses after chemotherapy for nonseminomatous testicular cancer: a decision analysis. Cancer (1999) 1.71
Perioperative mortality of elective abdominal aortic aneurysm surgery. A clinical prediction rule based on literature and individual patient data. Arch Intern Med (1995) 1.70
ONCHOSIM: a model and computer simulation program for the transmission and control of onchocerciasis. Comput Methods Programs Biomed (1990) 1.70
Estimating the likelihood of significant coronary artery disease. Am J Med (1983) 1.69
Factors associated with do-not-resuscitate orders: patients' preferences, prognoses, and physicians' judgments. SUPPORT Investigators. Study to Understand Prognoses and Preferences for Outcomes and Risks of Treatment. Ann Intern Med (1996) 1.69
Fecal incontinence: endoanal US versus endoanal MR imaging. Radiology (1999) 1.65
Regional differences in mortality from conditions amenable to medical intervention in The Netherlands: a comparison of four time periods. J Epidemiol Community Health (1988) 1.64
Accurate prognostications of death. Opportunities and challenges for clinicians. West J Med (1995) 1.62
Prognostic value of radionuclide angiography in medically treated patients with coronary artery disease. A comparison with clinical and catheterization variables. Circulation (1990) 1.61
Irreversible effects of ivermectin on adult parasites in onchocerciasis patients in the Onchocerciasis Control Programme in West Africa. J Infect Dis (1995) 1.58
Differential diagnosis of acute meningitis. An analysis of the predictive value of initial observations. JAMA (1989) 1.58
Current prognosis of ischemic mitral regurgitation. Implications for future management. Circulation (1988) 1.57
Tying clinical research to patient care by use of an observational database. Stat Med (1985) 1.56
A QRS scoring system for assessing left ventricular function after myocardial infarction. N Engl J Med (1982) 1.55
Economic development and traffic accident mortality in the industrialized world, 1962-1990. Int J Epidemiol (2000) 1.53
Explorative study of costs, effects and savings of screening for female fragile X premutation and full mutation carriers in the general population. Community Genet (1998) 1.52
Large scale ivermectin distribution and its epidemiological consequences. Acta Leiden (1990) 1.51
Age-specific reduction in breast cancer mortality by screening: an analysis of the results of the Health Insurance Plan of Greater New York study. J Natl Cancer Inst (1986) 1.50
Model-based evaluation of single-round mass treatment of sexually transmitted diseases for HIV control in a rural African population. AIDS (2000) 1.50
The measurement of performance in probabilistic diagnosis. III. Methods based on continuous functions of the diagnostic probabilities. Methods Inf Med (1978) 1.49
Hip fracture in elderly patients: outcomes for function, quality of life, and type of residence. Clin Orthop Relat Res (2001) 1.48
Use of Markov series and Monte Carlo simulation in predicting replacement valve performances. J Heart Valve Dis (1998) 1.47
Survival in medically treated coronary artery disease. Circulation (1979) 1.46
Falls in dementia patients. Gerontologist (1993) 1.46
Prognostic value of dobutamine stress technetium-99m-sestamibi single-photon emission computed tomography myocardial perfusion imaging: stratification of a high-risk population. J Am Coll Cardiol (2001) 1.46
Endocervical status is not predictive of the incidence of cervical cancer in the years after negative smears. Am J Clin Pathol (2001) 1.45
Evaluation of a QRS scoring system for estimating myocardial infarct size. I. Specificity and observer agreement. Circulation (1982) 1.44
Spirometric reference values for white European children and adolescents: Polgar revisited. Pediatr Pulmonol (1995) 1.43
Neural networks, logistic regression, and calibration. Med Decis Making (1998) 1.43
Decision-making and outcomes of prolonged ICU stays in seriously ill patients. J Am Geriatr Soc (2000) 1.41
[What to do in a 60-year-old HIV-positive woman with a cerebral arteriovenous malformation? Decision analysis]. Ned Tijdschr Geneeskd (1995) 1.40
The validity of the postcoital test for estimating the probability of conceiving. Am J Obstet Gynecol (1994) 1.40
Pain and quality of life in patients with critical limb ischaemia: results of a randomized controlled multicentre study on the effect of spinal cord stimulation. ESES study group. Eur J Pain (2000) 1.40
[Serum screening in pregnant women for Down syndrome and open neural-tube defects; testing against the Health Council criteria for genetic screening]. Ned Tijdschr Geneeskd (1996) 1.39
A measure of survival time for long-term follow-up studies of the elderly. J Clin Epidemiol (1989) 1.39
The MISCAN simulation program for the evaluation of screening for disease. Comput Methods Programs Biomed (1985) 1.39
Penalized maximum likelihood estimation to directly adjust diagnostic and prognostic prediction models for overoptimism: a clinical example. J Clin Epidemiol (2004) 1.38
Familial occurrence of accessory atrioventricular pathways (preexcitation syndrome). N Engl J Med (1987) 1.35
Outcome in one-vessel coronary artery disease. Circulation (1983) 1.34
The "utility" of the Time Trade-Off method in cancer patients: feasibility and proportional Trade-Off. J Clin Epidemiol (1995) 1.32
Antral follicle counts by transvaginal ultrasonography are related to age in women with proven natural fertility. Fertil Steril (1999) 1.32
Prognostic implications of angiographically normal and insignificantly narrowed coronary arteries. Am J Cardiol (1986) 1.30
Age-dependent decrease in embryo implantation rate after in vitro fertilization. Fertil Steril (1996) 1.27
Systematic selection of prognostic features in patients with severe head injury. Neurosurgery (1980) 1.27
A model-based prediction of the impact on reduction in mortality by a breast cancer screening programme in the city of Florence, Italy. Eur J Cancer (1995) 1.27