A citation-based method for searching scientific literature

Gary S Collins, Susan Mallett, Omar Omar, Ly-Mee Yu. BMC Med 2011
Times Cited: 257







List of co-cited articles
437 articles co-cited >1



Times Cited
  Times     Co-cited
Similarity


Risk models and scores for type 2 diabetes: systematic review.
Douglas Noble, Rohini Mathur, Tom Dent, Catherine Meads, Trisha Greenhalgh. BMJ 2011
317
24

Critical appraisal and data extraction for systematic reviews of prediction modelling studies: the CHARMS checklist.
Karel G M Moons, Joris A H de Groot, Walter Bouwmeester, Yvonne Vergouwe, Susan Mallett, Douglas G Altman, Johannes B Reitsma, Gary S Collins. PLoS Med 2014
462
23

Reporting and methods in clinical prediction research: a systematic review.
Walter Bouwmeester, Nicolaas P A Zuithoff, Susan Mallett, Mirjam I Geerlings, Yvonne Vergouwe, Ewout W Steyerberg, Douglas G Altman, Karel G M Moons. PLoS Med 2012
288
21

Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis (TRIPOD): explanation and elaboration.
Karel G M Moons, Douglas G Altman, Johannes B Reitsma, John P A Ioannidis, Petra Macaskill, Ewout W Steyerberg, Andrew J Vickers, David F Ransohoff, Gary S Collins. Ann Intern Med 2015
21

Prediction models for cardiovascular disease risk in the general population: systematic review.
Johanna A A G Damen, Lotty Hooft, Ewoud Schuit, Thomas P A Debray, Gary S Collins, Ioanna Tzoulaki, Camille M Lassale, George C M Siontis, Virginia Chiocchia, Corran Roberts,[...]. BMJ 2016
279
21

The diabetes risk score: a practical tool to predict type 2 diabetes risk.
Jaana Lindström, Jaakko Tuomilehto. Diabetes Care 2003
964
20


Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin.
William C Knowler, Elizabeth Barrett-Connor, Sarah E Fowler, Richard F Hamman, John M Lachin, Elizabeth A Walker, David M Nathan. N Engl J Med 2002
17

Prognosis Research Strategy (PROGRESS) 3: prognostic model research.
Ewout W Steyerberg, Karel G M Moons, Danielle A van der Windt, Jill A Hayden, Pablo Perel, Sara Schroter, Richard D Riley, Harry Hemingway, Douglas G Altman. PLoS Med 2013
605
16

Reporting methods in studies developing prognostic models in cancer: a review.
Susan Mallett, Patrick Royston, Susan Dutton, Rachel Waters, Douglas G Altman. BMC Med 2010
130
15

External validation of multivariable prediction models: a systematic review of methodological conduct and reporting.
Gary S Collins, Joris A de Groot, Susan Dutton, Omar Omar, Milensu Shanyinde, Abdelouahid Tajar, Merryn Voysey, Rose Wharton, Ly-Mee Yu, Karel G Moons,[...]. BMC Med Res Methodol 2014
276
15

PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies.
Robert F Wolff, Karel G M Moons, Richard D Riley, Penny F Whiting, Marie Westwood, Gary S Collins, Johannes B Reitsma, Jos Kleijnen, Sue Mallett. Ann Intern Med 2019
266
14

Assessing the performance of prediction models: a framework for traditional and novel measures.
Ewout W Steyerberg, Andrew J Vickers, Nancy R Cook, Thomas Gerds, Mithat Gonen, Nancy Obuchowski, Michael J Pencina, Michael W Kattan. Epidemiology 2010
12

Prediction models for risk of developing type 2 diabetes: systematic literature search and independent external validation study.
Ali Abbasi, Linda M Peelen, Eva Corpeleijn, Yvonne T van der Schouw, Ronald P Stolk, Annemieke M W Spijkerman, Daphne L van der A, Karel G M Moons, Gerjan Navis, Stephan J L Bakker,[...]. BMJ 2012
178
12


Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker.
Karel G M Moons, Andre Pascal Kengne, Mark Woodward, Patrick Royston, Yvonne Vergouwe, Douglas G Altman, Diederick E Grobbee. Heart 2012
453
11

Prognosis and prognostic research: application and impact of prognostic models in clinical practice.
Karel G M Moons, Douglas G Altman, Yvonne Vergouwe, Patrick Royston. BMJ 2009
552
11

PROBAST: A Tool to Assess Risk of Bias and Applicability of Prediction Model Studies: Explanation and Elaboration.
Karel G M Moons, Robert F Wolff, Richard D Riley, Penny F Whiting, Marie Westwood, Gary S Collins, Johannes B Reitsma, Jos Kleijnen, Sue Mallett. Ann Intern Med 2019
187
11

A new framework to enhance the interpretation of external validation studies of clinical prediction models.
Thomas P A Debray, Yvonne Vergouwe, Hendrik Koffijberg, Daan Nieboer, Ewout W Steyerberg, Karel G M Moons. J Clin Epidemiol 2015
215
10

Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis (TRIPOD): the TRIPOD statement.
Gary S Collins, Johannes B Reitsma, Douglas G Altman, Karel G M Moons. Ann Intern Med 2015
935
10

A guide to systematic review and meta-analysis of prediction model performance.
Thomas P A Debray, Johanna A A G Damen, Kym I E Snell, Joie Ensor, Lotty Hooft, Johannes B Reitsma, Richard D Riley, Karel G M Moons. BMJ 2017
134
10

Prediction of incident diabetes mellitus in middle-aged adults: the Framingham Offspring Study.
Peter W F Wilson, James B Meigs, Lisa Sullivan, Caroline S Fox, David M Nathan, Ralph B D'Agostino. Arch Intern Med 2007
599
10

Development and validation of a patient self-assessment score for diabetes risk.
Heejung Bang, Alison M Edwards, Andrew S Bomback, Christie M Ballantyne, David Brillon, Mark A Callahan, Steven M Teutsch, Alvin I Mushlin, Lisa M Kern. Ann Intern Med 2009
163
10


Prognosis and prognostic research: validating a prognostic model.
Douglas G Altman, Yvonne Vergouwe, Patrick Royston, Karel G M Moons. BMJ 2009
823
9

Prognosis and prognostic research: Developing a prognostic model.
Patrick Royston, Karel G M Moons, Douglas G Altman, Yvonne Vergouwe. BMJ 2009
691
9

Risk prediction models: II. External validation, model updating, and impact assessment.
Karel G M Moons, Andre Pascal Kengne, Diederick E Grobbee, Patrick Royston, Yvonne Vergouwe, Douglas G Altman, Mark Woodward. Heart 2012
525
9


Prognosis and prognostic research: what, why, and how?
Karel G M Moons, Patrick Royston, Yvonne Vergouwe, Diederick E Grobbee, Douglas G Altman. BMJ 2009
676
9




Prognosis Research Strategy (PROGRESS) 2: prognostic factor research.
Richard D Riley, Jill A Hayden, Ewout W Steyerberg, Karel G M Moons, Keith Abrams, Panayiotis A Kyzas, Núria Malats, Andrew Briggs, Sara Schroter, Douglas G Altman,[...]. PLoS Med 2013
338
8

Prognosis research strategy (PROGRESS) 1: a framework for researching clinical outcomes.
Harry Hemingway, Peter Croft, Pablo Perel, Jill A Hayden, Keith Abrams, Adam Timmis, Andrew Briggs, Ruzan Udumyan, Karel G M Moons, Ewout W Steyerberg,[...]. BMJ 2013
283
8

Two risk-scoring systems for predicting incident diabetes mellitus in U.S. adults age 45 to 64 years.
Henry S Kahn, Yiling J Cheng, Theodore J Thompson, Giuseppina Imperatore, Edward W Gregg. Ann Intern Med 2009
133
8

Non-invasive risk scores for prediction of type 2 diabetes (EPIC-InterAct): a validation of existing models.
Andre Pascal Kengne, Joline W J Beulens, Linda M Peelen, Karel G M Moons, Yvonne T van der Schouw, Matthias B Schulze, Annemieke M W Spijkerman, Simon J Griffin, Diederick E Grobbee, Luigi Palla,[...]. Lancet Diabetes Endocrinol 2014
88
9

Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance.
J Tuomilehto, J Lindström, J G Eriksson, T T Valle, H Hämäläinen, P Ilanne-Parikka, S Keinänen-Kiukaanniemi, M Laakso, A Louheranta, M Rastas,[...]. N Engl J Med 2001
8



Search filters for finding prognostic and diagnostic prediction studies in Medline to enhance systematic reviews.
Geert-Jan Geersing, Walter Bouwmeester, Peter Zuithoff, Rene Spijker, Mariska Leeflang, Karel G M Moons. PLoS One 2012
130
7

Decision curve analysis: a novel method for evaluating prediction models.
Andrew J Vickers, Elena B Elkin. Med Decis Making 2006
7

Presentation of multivariate data for clinical use: The Framingham Study risk score functions.
Lisa M Sullivan, Joseph M Massaro, Ralph B D'Agostino. Stat Med 2004
927
7


Identifying individuals at high risk for diabetes: The Atherosclerosis Risk in Communities study.
Maria Inês Schmidt, Bruce B Duncan, Heejung Bang, James S Pankow, Christie M Ballantyne, Sherita H Golden, Aaron R Folsom, Lloyd E Chambless. Diabetes Care 2005
317
7

IDF Diabetes Atlas: Global estimates of diabetes prevalence for 2017 and projections for 2045.
N H Cho, J E Shaw, S Karuranga, Y Huang, J D da Rocha Fernandes, A W Ohlrogge, B Malanda. Diabetes Res Clin Pract 2018
7

Internal validation of predictive models: efficiency of some procedures for logistic regression analysis.
E W Steyerberg, F E Harrell, G J Borsboom, M J Eijkemans, Y Vergouwe, J D Habbema. J Clin Epidemiol 2001
7

Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond.
Michael J Pencina, Ralph B D'Agostino, Ralph B D'Agostino, Ramachandran S Vasan. Stat Med 2008
7

Risk assessment tools for detecting those with pre-diabetes: a systematic review.
Shaun R Barber, Melanie J Davies, Kamlesh Khunti, Laura J Gray. Diabetes Res Clin Pract 2014
23
30

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models.
Evangelia Christodoulou, Jie Ma, Gary S Collins, Ewout W Steyerberg, Jan Y Verbakel, Ben Van Calster. J Clin Epidemiol 2019
286
7



Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.