Background In the hierarchy of research designs, the resultsof randomized, controlled trials are considered to be evidenceof the highest grade, whereas observational studies are viewedas having less validity because they reportedly overestimatetreatment effects. We used published meta-analyses to identifyrandomized clinical trials and observational studies that examinedthe same clinical topics. We then compared the results of theoriginal reports according to the type of research design.
Methods A search of the Medline data base for articles publishedin five major medical journals from 1991 to 1995 identifiedmeta-analyses of randomized, controlled trials and meta-analysesof either cohort or casecontrol studies that assessedthe same intervention. For each of five topics, summary estimatesand 95 percent confidence intervals were calculated on the basisof data from the individual randomized, controlled trials andthe individual observational studies.
Results For the five clinical topics and 99 reports evaluated,the average results of the observational studies were remarkablysimilar to those of the randomized, controlled trials. For example,analysis of 13 randomized, controlled trials of the effectivenessof bacille CalmetteGuérin vaccine in preventingactive tuberculosis yielded a relative risk of 0.49 (95 percentconfidence interval, 0.34 to 0.70) among vaccinated patients,as compared with an odds ratio of 0.50 (95 percent confidenceinterval, 0.39 to 0.65) from 10 casecontrol studies.In addition, the range of the point estimates for the effectof vaccination was wider for the randomized, controlled trials(0.20 to 1.56) than for the observational studies (0.17 to 0.84).
Conclusions The results of well-designed observational studies(with either a cohort or a casecontrol design) do notsystematically overestimate the magnitude of the effects oftreatment as compared with those in randomized, controlled trialson the same topic.
Source Information
From the Departments of Internal Medicine (J.C., N.S., R.I.H.) and Epidemiology and Public Health (R.I.H.), Yale University School of Medicine, New Haven, Conn.; and the Clinical Epidemiology Unit, West Haven Veterans Affairs Medical Center, West Haven, Conn. (J.C.).
Address reprint requests to Dr. Concato at the Department of Internal Medicine, Yale University School of Medicine, 333 Cedar St., SHM IE-61, New Haven, CT 06510, or at john.concato{at}yale.edu.
Observational Studies and Randomized Trials
Kunz R., Khan K. S., Neumayer H.-H., Sacks H. S., Liu P.-Y., Anderson G., Crowley J. J., Friedman H. S., Smith R. P., Meier P., Benson K., Hartz A. J., Concato J., Shah N., Horwitz R. I.
Extract |
Full Text
N Engl J Med 2000;
343:1194-1197, Oct 19, 2000.
Correspondence
Mazzaglia, G., Ambrosioni, E., Alacqua, M., Filippi, A., Sessa, E., Immordino, V., Borghi, C., Brignoli, O., Caputi, A. P., Cricelli, C., Mantovani, L. G.
(2009). Adherence to Antihypertensive Medications and Cardiovascular Morbidity Among Newly Diagnosed Hypertensive Patients. Circulation
120: 1598-1605
[Abstract][Full Text]
La Caze, A.
(2009). Evidence-Based Medicine Must Be .... J Med Philos
34: 509-527
[Abstract][Full Text]
Chan, K. E., Lazarus, J. M., Thadhani, R., Hakim, R. M.
(2009). Warfarin Use Associates with Increased Risk for Stroke in Hemodialysis Patients with Atrial Fibrillation. J. Am. Soc. Nephrol.
20: 2223-2233
[Abstract][Full Text]
Fung, M. M., Chen, Y., Lipkowitz, M. S., Salem, R. M., Bhatnagar, V., Mahata, M., Nievergelt, C. M., Rao, F., Mahata, S. K., Schork, N. J., Brophy, V. H., O'Connor, D. T., for the AASK Co-Investigators,
(2009). Adrenergic beta-1 receptor genetic variation predicts longitudinal rate of GFR decline in hypertensive nephrosclerosis. Nephrol Dial Transplant
0: gfp471v1-gfp471
[Abstract][Full Text]
Kolve, H., Ahlke, E., Fegeler, W., Ritter, J., Jurgens, H., Groll, A. H.
(2009). Safety, tolerance and outcome of treatment with liposomal amphotericin B in paediatric patients with cancer or undergoing haematopoietic stem cell transplantation. J Antimicrob Chemother
64: 383-387
[Abstract][Full Text]
Federman, D. G., Concato, J., Kirsner, R. S.
(2009). Screening for Skin Cancer: Absence of Evidence. Arch Dermatol
145: 926-927
[Full Text]
Concato, J., Horwitz, R. I.
(2009). Clinical Practice Guidelines and Scientific Evidence. JAMA
302: 145-145
[Full Text]
Tabet, N., Howard, R.
(2009). Non-pharmacological interventions in the prevention of delirium. Age Ageing
38: 374-379
[Abstract][Full Text]
Huynh, T., Perron, S., O'Loughlin, J., Joseph, L., Labrecque, M., Tu, J. V., Theroux, P.
(2009). Comparison of Primary Percutaneous Coronary Intervention and Fibrinolytic Therapy in ST-Segment-Elevation Myocardial Infarction: Bayesian Hierarchical Meta-Analyses of Randomized Controlled Trials and Observational Studies. Circulation
119: 3101-3109
[Abstract][Full Text]
Bilimoria, K. Y., Bentrem, D. J., Hansen, N. M., Bethke, K. P., Rademaker, A. W., Ko, C. Y., Winchester, D. P., Winchester, D. J.
(2009). Comparison of Sentinel Lymph Node Biopsy Alone and Completion Axillary Lymph Node Dissection for Node-Positive Breast Cancer. JCO
27: 2946-2953
[Abstract][Full Text]
Weinstein, J. N., Lurie, J. D., Tosteson, T. D., Zhao, W., Blood, E. A., Tosteson, A. N.A., Birkmeyer, N., Herkowitz, H., Longley, M., Lenke, L., Emery, S., Hu, S. S.
(2009). Surgical Compared with Nonoperative Treatment for Lumbar Degenerative Spondylolisthesis. Four-Year Results in the Spine Patient Outcomes Research Trial (SPORT) Randomized and Observational Cohorts. JBJS
91: 1295-1304
[Abstract][Full Text]
Doi, S. A. R., Onitilo, A.
(2009). Author Reply. Clin Med Res
7: 2-3
[Full Text]
Barrios, V., Escobar, C.
(2009). Importance of Blood Pressure Control in Hypertensive Patients With Coronary Heart Disease in Clinical Practice to Reduce the Risk of Stroke. Stroke
40: e469-e469
[Full Text]
Pepine, C. J., Cooper-DeHoff, R., Coca, A., Messerli, F., Benetos, A.
(2009). Response to Letter by Barrios and Escobar. Stroke
40: e470-e470
[Full Text]
Van der Niepen, P., Woestenburg, A., Brie, H., Vancayzeele, S., MacDonald, K., Denhaerynck, K., Lee, C., Hermans, C., Abraham, I.
(2009). Effectiveness of Valsartan for Treatment of Hypertension: Patient Profiling and Hierarchical Modeling of Determinants and Outcomes (the PREVIEW Study). The Annals of Pharmacotherapy
43: 849-861
[Abstract][Full Text]
Bhandari, M., Morshed, S., Tornetta, P. III, Schemitsch, E. H.
(2009). Design, Conduct, and Interpretation of Nonrandomized Orthopaedic Studies: A Practical Approach. (All) Evidence Matters. JBJS
91: 1-1
[Full Text]
Hoppe, D. J., Schemitsch, E. H., Morshed, S., Tornetta, P. III, Bhandari, M.
(2009). Hierarchy of Evidence: Where Observational Studies Fit in and Why We Need Them. JBJS
91: 2-9
[Abstract][Full Text]
Simunovic, N., Sprague, S., Bhandari, M.
(2009). Methodological Issues in Systematic Reviews and Meta-Analyses of Observational Studies in Orthopaedic Research. JBJS
91: 87-94
[Abstract][Full Text]
Li, Y., Zheng, Z., Xu, B., Zhang, S., Li, W., Gao, R., Hu, S.
(2009). Comparison of Drug-Eluting Stents and Coronary Artery Bypass Surgery for the Treatment of Multivessel Coronary Disease: Three-Year Follow-Up Results From a Single Institution. Circulation
119: 2040-2050
[Abstract][Full Text]
Chan, K. E., Lazarus, J. M., Thadhani, R., Hakim, R. M.
(2009). Anticoagulant and Antiplatelet Usage Associates with Mortality among Hemodialysis Patients. J. Am. Soc. Nephrol.
20: 872-881
[Abstract][Full Text]
Ziegler, R.
(2009). Mistletoe Preparation Iscador: Are there Methodological Concerns with Respect to Controlled Clinical Trials?. Evid Based Complement Alternat Med
6: 19-30
[Abstract][Full Text]
Ross, J. S., Gross, C. P.
(2009). Policy Research: Using Evidence to Improve Healthcare Delivery Systems. Circulation
119: 891-898
[Full Text]
Tannen, R. L, Weiner, M. G, Xie, D.
(2009). Use of primary care electronic medical record database in drug efficacy research on cardiovascular outcomes: comparison of database and randomised controlled trial findings. BMJ
338: b81-b81
[Abstract][Full Text]
Srivastava, R., Downey, E. C., O'Gorman, M., Feola, P., Samore, M., Holubkov, R., Mundorff, M., James, B. C., Rosenbaum, P., Young, P. C., Dean, J. M.
(2009). Impact of Fundoplication Versus Gastrojejunal Feeding Tubes on Mortality and in Preventing Aspiration Pneumonia in Young Children With Neurologic Impairment Who Have Gastroesophageal Reflux Disease. Pediatrics
123: 338-345
[Abstract][Full Text]
Yu, P. P.
(2009). The Role of Electronic Health Records in the Treatment of Complex Diseases at Multidisciplinary Health Care Systems. Am Soc Clin Oncol Ed Book
2009: 636-639
[Abstract][Full Text]
Simone, C. B., Simone, C. B. II
(2008). Re: Should Supplemental Antioxidant Administration Be Avoided During Chemotherapy and Radiation Therapy?. JNCI J Natl Cancer Inst
100: 1558-1559
[Full Text]
Tessitore, N., Bedogna, V., Poli, A., Mantovani, W., Lipari, G., Baggio, E., Mansueto, G., Lupo, A.
(2008). Adding access blood flow surveillance to clinical monitoring reduces thrombosis rates and costs, and improves fistula patency in the short term: a controlled cohort study. Nephrol Dial Transplant
23: 3578-3584
[Abstract][Full Text]
Anderson, P. A., McCormick, P. C., Angevine, P. D.
(2008). Randomized Controlled Trials of the Treatment of Lumbar Disk Herniation: 1983-2007. J Am Acad Orthop Surg
16: 566-573
[Abstract][Full Text]
Siempos, I. I., Vardakas, K. Z., Kopterides, P., Falagas, M. E.
(2008). Adjunctive therapies for community-acquired pneumonia: a systematic review. J Antimicrob Chemother
62: 661-668
[Abstract][Full Text]
Leichsenring, F., Rabung, S.
(2008). Effectiveness of Long-term Psychodynamic Psychotherapy: A Meta-analysis. JAMA
300: 1551-1565
[Abstract][Full Text]
Makela, K. T., Eskelinen, A., Pulkkinen, P., Paavolainen, P., Remes, V.
(2008). Total Hip Arthroplasty for Primary Osteoarthritis in Patients Fifty-five Years of Age or Older. An Analysis of the Finnish Arthroplasty Registry. JBJS
90: 2160-2170
[Abstract][Full Text]
Martens, E. P, Pestman, W. R, de Boer, A., Belitser, S. V, Klungel, O. H
(2008). Systematic differences in treatment effect estimates between propensity score methods and logistic regression. Int J Epidemiol
37: 1142-1147
[Abstract][Full Text]
Nallamothu, B. K., Hayward, R. A., Bates, E. R.
(2008). Beyond the Randomized Clinical Trial: The Role of Effectiveness Studies in Evaluating Cardiovascular Therapies. Circulation
118: 1294-1303
[Full Text]
Marsh, J.L., McMaster, W., Parvizi, J., Katz, S. I., Spindler, K.
(2008). AOA Symposium. Barriers (Threats) to Clinical Research. JBJS
90: 1769-1776
[Full Text]
Hannan, E. L.
(2008). Randomized Clinical Trials and Observational Studies: Guidelines for Assessing Respective Strengths and Limitations. J Am Coll Cardiol Intv
1: 211-217
[Abstract][Full Text]
Campo, A. E., Williams, V., Williams, R. B., Segundo, M. A., Lydston, D., Weiss, S. M.
(2008). Effects of LifeSkills Training on Medical Students' Performance in Dealing with Complex Clinical Cases. Acad. Psychiatry
32: 188-193
[Abstract][Full Text]
Beck, E J, Mandalia, S, Youle, M, Brettle, R, Fisher, M, Gompels, M, Kinghorn, G, McCarron, B, Pozniak, A, Tang, A, Walsh, J, Williams, I, Gazzard, B
(2008). Treatment outcome and cost-effectiveness of different highly active antiretroviral therapy regimens in the UK (1996-2002). Int J STD AIDS
19: 297-304
[Abstract][Full Text]
Park, D.-W., Yun, S.-C., Lee, S.-W., Kim, Y.-H., Lee, C. W., Hong, M.-K., Kim, J.-J., Choo, S. J., Song, H., Chung, C. H., Lee, J.-W., Park, S.-W., Park, S.-J.
(2008). Long-Term Mortality After Percutaneous Coronary Intervention With Drug-Eluting Stent Implantation Versus Coronary Artery Bypass Surgery for the Treatment of Multivessel Coronary Artery Disease. Circulation
117: 2079-2086
[Abstract][Full Text]
Weinstein, J. N., Tosteson, T. D., Lurie, J. D., Tosteson, A. N.A., Blood, E., Hanscom, B., Herkowitz, H., Cammisa, F., Albert, T., Boden, S. D., Hilibrand, A., Goldberg, H., Berven, S., An, H., the SPORT Investigators,
(2008). Surgical versus Nonsurgical Therapy for Lumbar Spinal Stenosis. NEJM
358: 794-810
[Abstract][Full Text]
Sanders, M. H., Montserrat, J. M., Farre, R., Givelber, R. J.
(2008). Positive Pressure Therapy: A Perspective on Evidence-based Outcomes and Methods of Application. Proc Am Thorac Soc
5: 161-172
[Abstract][Full Text]
Hemila, H.
(2008). THE AUTHOR REPLIES. Am J Epidemiol
167: 501-502
[Full Text]
Simpson, R. J Jr
(2008). Assessing the safety of drugs through observational research. Heart
94: 129-130
[Full Text]
Morshed, S., Bhandari, M.
(2008). Clinical Trial Design in Fracture-Healing Research: Meeting the Challenge. JBJS
90: 55-61
[Abstract][Full Text]
Ferraris, V. A., Edwards, F. H., Shahian, D. M., Ferraris, S. P.
(2008). Risk Stratification and Comorbidity. Card Surg Adult
3: 199-246
[Full Text]
August, D. A., Serrano, D.
(2007). Outcomes Research in Specialized Nutrition Support. Nutr Clin Pract
22: 602-608
[Abstract][Full Text]
Shrier, I., Boivin, J.-F., Steele, R. J., Platt, R. W., Furlan, A., Kakuma, R., Brophy, J., Rossignol, M.
(2007). Should Meta-Analyses of Interventions Include Observational Studies in Addition to Randomized Controlled Trials? A Critical Examination of Underlying Principles. Am J Epidemiol
166: 1203-1209
[Abstract][Full Text]
Nicholl, J.
(2007). Case-mix adjustment in non-randomised observational evaluations: the constant risk fallacy. J. Epidemiol. Community Health
61: 1010-1013
[Abstract][Full Text]
Ravani, P., Parfrey, P. S., Dicks, E., Barrett, B. J.
(2007). Clinical research of kidney diseases II: problems of study design. Nephrol Dial Transplant
22: 2785-2794
[Full Text]
Worrall, J.
(2007). Why There's No Cause to Randomize. Br J Philos Sci
58: 451-488
[Abstract][Full Text]
Minkovitz, C. S., Strobino, D., Mistry, K. B., Scharfstein, D. O., Grason, H., Hou, W., Ialongo, N., Guyer, B.
(2007). Healthy Steps for Young Children: Sustained Results at 5.5 Years. Pediatrics
120: e658-e668
[Abstract][Full Text]
Blumenfeld, Z.
(2007). How to Preserve Fertility in Young Women Exposed to Chemotherapy? The Role of GnRH Agonist Cotreatment in Addition to Cryopreservation of Embrya, Oocytes, or Ovaries. The Oncologist
12: 1044-1054
[Abstract][Full Text]
Olivotto, I., Ommen, S. R., Maron, M. S., Cecchi, F., Maron, B. J.
(2007). Surgical Myectomy Versus Alcohol Septal Ablation for Obstructive Hypertrophic Cardiomyopathy: Will There Ever Be a Randomized Trial?. J Am Coll Cardiol
50: 831-834
[Abstract][Full Text]
Shojania, K. G., Sampson, M., Ansari, M. T., Ji, J., Doucette, S., Moher, D.
(2007). How Quickly Do Systematic Reviews Go Out of Date? A Survival Analysis. ANN INTERN MED
147: 224-233
[Abstract][Full Text]
Auerbach, A. D., Landefeld, C. S., Shojania, K. G.
(2007). The Tension between Needing to Improve Care and Knowing How to Do It. NEJM
357: 608-613
[Full Text]
Berry, D. A., Ravdin, P. M.
(2007). Breast Cancer Trends: A Marriage Between Clinical Trial Evidence and Epidemiology. JNCI J Natl Cancer Inst
99: 1139-1141
[Full Text]
Burns, T.
(2007). Evolution of outcome measures in schizophrenia. Br. J. Psychiatry
191: s1-s6
[Abstract][Full Text]
Hodgson, R., Bushe, C., Hunter, R.
(2007). Measurement of long-term outcomes in observational and randomised controlled trials. Br. J. Psychiatry
191: s78-s84
[Abstract][Full Text]
Boutron, I., Ravaud, P., Nizard, R.
(2007). The design and assessment of prospective randomised, controlled trials in orthopaedic surgery. J Bone Joint Surg Br
89-B: 858-863
[Abstract][Full Text]
Maeng, M., Okkels Jensen, L., Rasmussen, K., Flensted Lassen, J., Romer Krusell, L., Thayssen, P., Thuesen, L.
(2007). Target lesion revascularisation in patients treated with a sirolimus-eluting or paclitaxel-eluting stent. Heart
93: 694-697
[Abstract][Full Text]
The Society of Thoracic Surgeons Blood Conservatio, , Ferraris, V. A., Ferraris, S. P., Saha, S. P., Hessel, E. A. II, Haan, C. K., Royston, B. D., Bridges, C. R., Higgins, R. S.D., Despotis, G., Brown, J. R., The Society of Cardiovascular Anesthesiologists Sp, , Spiess, B. D., Shore-Lesserson, L., Stafford-Smith, M., Mazer, C. D., Bennett-Guerrero, E., Hill, S. E., Body, S.
(2007). Perioperative Blood Transfusion and Blood Conservation in Cardiac Surgery: The Society of Thoracic Surgeons and The Society of Cardiovascular Anesthesiologists Clinical Practice Guideline. Ann. Thorac. Surg.
83: S27-S86
[Abstract][Full Text]
Mangano, D. T., Miao, Y., Vuylsteke, A., Tudor, I. C., Juneja, R., Filipescu, D., Hoeft, A., Fontes, M. L., Hillel, Z., Ott, E., Titov, T., Dietzel, C., Levin, J., for the Investigators of The Multicenter Study of,
(2007). Mortality Associated With Aprotinin During 5 Years Following Coronary Artery Bypass Graft Surgery. JAMA
297: 471-479
[Abstract][Full Text]
Lucini, D., Riva, S., Pizzinelli, P., Pagani, M.
(2007). Stress Management at the Worksite: Reversal of Symptoms Profile and Cardiovascular Dysregulation. Hypertension
49: 291-297
[Abstract][Full Text]
Stukel, T. A., Fisher, E. S., Wennberg, D. E., Alter, D. A., Gottlieb, D. J., Vermeulen, M. J.
(2007). Analysis of Observational Studies in the Presence of Treatment Selection Bias: Effects of Invasive Cardiac Management on AMI Survival Using Propensity Score and Instrumental Variable Methods. JAMA
297: 278-285
[Abstract][Full Text]
DeBaun, M. R., Field, J. J.
(2007). Limitations of Clinical Trials in Sickle Cell Disease: A Case Study of the Multi-center Study of Hydroxyurea (MSH) Trial and the Stroke Prevention (STOP) Trial. ASH Education Book
2007: 482-488
[Abstract][Full Text]
Coulter, I. D.
(2006). Evidence Summaries and Synthesis: Necessary but Insufficient Approach for Determining Clinical Practice of Integrated Medicine?. Integr Cancer Ther
5: 282-286
[Abstract]
Bell, I. R., Koithan, M.
(2006). Models for the Study of Whole Systems. Integr Cancer Ther
5: 293-307
[Abstract]
Barrios, V., Escobar, C., Calderon, A., Pablo Tomas, J., Ruiz, S., Moya, J. L., Megias, A., Vegazo, O., Fernandez, R.
(2006). Regression of left ventricular hypertrophy by a candesartan-based regimen in clinical practice The VIPE study. Journal of Renin-Angiotensin-Aldosterone System
7: 236-242
[Abstract]
Reider, B.
(2006). More Random Thoughts. Am J Sports Med
34: 1889-1890
[Full Text]
Weinstein, J. N., Lurie, J. D., Tosteson, T. D., Skinner, J. S., Hanscom, B., Tosteson, A. N. A., Herkowitz, H., Fischgrund, J., Cammisa, F. P., Albert, T., Deyo, R. A.
(2006). Surgical vs Nonoperative Treatment for Lumbar Disk Herniation: The Spine Patient Outcomes Research Trial (SPORT) Observational Cohort. JAMA
296: 2451-2459
[Abstract][Full Text]
Bonovas, S., Filioussi, K., Tsavaris, N., Sitaras, N. M.
(2006). Statins and Cancer Risk: A Literature-Based Meta-Analysis and Meta-Regression Analysis of 35 Randomized Controlled Trials. JCO
24: 4808-4817
[Abstract][Full Text]
Hayward, R. A., Hofer, T. P., Vijan, S.
(2006). Narrative review: lack of evidence for recommended low-density lipoprotein treatment targets: a solvable problem.. ANN INTERN MED
145: 520-530
[Abstract][Full Text]
Sasson, L., Katz, M. G., Ezri, T., Tamir, A., Herman, A., Bove, E. L., Schachner, A.
(2006). Indications for tricuspid valve detachment in closure of ventricular septal defect in children.. Ann. Thorac. Surg.
82: 958-963
[Abstract][Full Text]
Trojano, M., Russo, P., Fuiani, A., Paolicelli, D., Di Monte, E., Granieri, E., Rosati, G., Savettieri, G., Comi, G., Livrea, P., MSDN Study Group,
(2006). The Italian Multiple Sclerosis Database Network (MSDN): the risk of worsening according to IFN{beta} exposure in multiple sclerosis. Mult Scler
12: 578-585
[Abstract]
Witt, C. M., Jena, S., Selim, D., Brinkhaus, B., Reinhold, T., Wruck, K., Liecker, B., Linde, K., Wegscheider, K., Willich, S. N.
(2006). Pragmatic Randomized Trial Evaluating the Clinical and Economic Effectiveness of Acupuncture for Chronic Low Back Pain. Am J Epidemiol
164: 487-496
[Abstract][Full Text]
Thadhani, R., Tonelli, M.
(2006). Cohort Studies: Marching Forward. CJASN
1: 1117-1123
[Full Text]
Tiihonen, J., Walhbeck, K., Lonnqvist, J., Klaukka, T., Ioannidis, J. P A, Volavka, J., Haukka, J.
(2006). Effectiveness of antipsychotic treatments in a nationwide cohort of patients in community care after first hospitalisation due to schizophrenia and schizoaffective disorder: observational follow-up study. BMJ
333: 224-
[Abstract][Full Text]
Ioannidis, J. P A
(2006). Commentary: Grading the credibility of molecular evidence for complex diseases. Int J Epidemiol
35: 572-578
[Full Text]
HAK, E., HOES, A. W, NORDIN, J., NICHOL, K. L
(2006). Benefits of influenza vaccine in US elderly--appreciating issues of confounding bias and precision. Int J Epidemiol
35: 800-802
[Full Text]
Hillner, B. E., Mandelblatt, J.
(2006). Caring for older women with breast cancer: can observational research fill the clinical trial gap?. JNCI J Natl Cancer Inst
98: 660-661
[Full Text]
Smith, B. D., Gross, C. P., Smith, G. L., Galusha, D. H., Bekelman, J. E., Haffty, B. G.
(2006). Effectiveness of radiation therapy for older women with early breast cancer.. JNCI J Natl Cancer Inst
98: 681-690
[Abstract][Full Text]
Ganti, A. K., Mulshine, J. L.
(2006). Lung cancer screening.. The Oncologist
11: 481-487
[Abstract][Full Text]