共 27 条
Computer-aided detect ion of lung nodules on thin collimation MDCT: impact on radiologists' performance
被引:15
作者:

Brochu, B.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 06, Assistance Publ Hop Paris, Hop Pitie Salpetriere, Serv Radiol, F-75651 Paris, France

Beigelman-Aubry, C.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 06, Assistance Publ Hop Paris, Hop Pitie Salpetriere, Serv Radiol, F-75651 Paris, France

Goldmard, J-L
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 06, Assistance Publ Hop Paris, Hop Pitie Salpetriere, Serv Radiol, F-75651 Paris, France

Raffy, P.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 06, Assistance Publ Hop Paris, Hop Pitie Salpetriere, Serv Radiol, F-75651 Paris, France

Grenier, P. A.
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h-index: 0
机构: Univ Paris 06, Assistance Publ Hop Paris, Hop Pitie Salpetriere, Serv Radiol, F-75651 Paris, France

Lucidarme, O.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 06, Assistance Publ Hop Paris, Hop Pitie Salpetriere, Serv Radiol, F-75651 Paris, France
机构:
[1] Univ Paris 06, Assistance Publ Hop Paris, Hop Pitie Salpetriere, Serv Radiol, F-75651 Paris, France
[2] Univ Paris 06, Assistance Publ Hop Paris, Hop Pitie Salpetriere, Dept Biostat, F-75651 Paris, France
[3] R2 Technol Inc, Sunnyvale, CA USA
来源:
JOURNAL DE RADIOLOGIE
|
2007年
/
88卷
/
04期
关键词:
computer-aided diagnosis (CAD);
lung nodules;
multidetector CT (MDCT);
D O I:
10.1016/S0221-0363(07)89857-X
中图分类号:
R8 [特种医学];
R445 [影像诊断学];
学科分类号:
1002 ;
100207 ;
1009 ;
摘要:
Objectives. Evaluate the improvement in detecting lung nodules when using multidetector CT (MDCT) computer-assisted diagnosis (CAD). Material and methods. Three radiologists (R1, R2, R3) with different levels of experience independently interpreted 30 MDCT examinations of the thorax taken for screening purposes, first without and then with CAD. The diagnosis was established by two of the three radiologists interpreting the images together, assisted by the CAD. Results. The consensus reading identified 133 nodules, 61 (46%) of which were 4 mm or larger. The sensitivity values in the detection of nodules before and after using the CAD were 54% and 80% (R1), 38% and 71% (R2), and 70% and 88% (R3), respectively. When considering only the nodules that were 4 into or larger, the sensitivity values varied before and after using the CAD, from 62% to 95% (R1), from 41% to 84% (R2), and from 74% to 92% (R3). By combining two by two the three radiologists' results obtained without the CAD, the sensitivity values were 65%, 83%, and 77%, respectively, for all the nodules, and 70%, 85%, and 77% for the nodules that were 4 mm or larger. The CAD induced a total of 105 false-positive results, with a mean of 3.5 per examination. Conclusion. The lung nodules missed by the radiologist can be detected if the CAD is used as a second reader. The CAD can be at least as beneficial as the use of a second independent reader.
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页码:573 / 578
页数:6
相关论文
共 27 条
- [11] Detection failures in spiral CT screening for lung cancer: Analysis of CT findings[J]. RADIOLOGY, 1999, 212 (01) : 61 - 66Kakinuma, R论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, JapanOhmatsu, H论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, JapanKaneko, M论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, JapanEguchi, K论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, JapanNaruke, T论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, JapanNagai, K论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, JapanNishiwaki, Y论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, JapanSuzuki, A论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, JapanMoriyama, N论文数: 0 引用数: 0 h-index: 0机构: Natl Canc Ctr Hosp E, Dept Thorac Oncol, Kashiwa, Chiba 2778577, Japan
- [12] Computer-aided diagnosis for pulmonary nodules based on helical CT images[J]. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 1998, 22 (02) : 157 - 167Kanazawa, K论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, JapanKawata, Y论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, JapanNiki, N论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, JapanSatoh, H论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, JapanOhmatsu, H论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, JapanKakinuma, R论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, JapanKaneko, M论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, JapanMoriyama, N论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, JapanEguchi, K论文数: 0 引用数: 0 h-index: 0机构: Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan Univ Tokushima, Dept Opt Sci, Tokushima 770, Japan
- [13] Computer-aided diagnosis and the evaluation of lung disease[J]. JOURNAL OF THORACIC IMAGING, 2004, 19 (03) : 136 - 155Ko, JP论文数: 0 引用数: 0 h-index: 0机构: NYU, Med Ctr, Dept Radiol, Div Thorac Imaging, New York, NY 10016 USA NYU, Med Ctr, Dept Radiol, Div Thorac Imaging, New York, NY 10016 USANaidich, DP论文数: 0 引用数: 0 h-index: 0机构: NYU, Med Ctr, Dept Radiol, Div Thorac Imaging, New York, NY 10016 USA NYU, Med Ctr, Dept Radiol, Div Thorac Imaging, New York, NY 10016 USA
- [14] Chest CT: Automated nodule detection and assessment of change over time - Preliminary experience[J]. RADIOLOGY, 2001, 218 (01) : 267 - 273Ko, JP论文数: 0 引用数: 0 h-index: 0机构: Boston Univ, Dept Comp Sci, Boston, MA 02215 USABetke, M论文数: 0 引用数: 0 h-index: 0机构: Boston Univ, Dept Comp Sci, Boston, MA 02215 USA
- [15] Lung cancers missed at low-dose helical CT screening in a general population: Comparison of clinical, histopathologic, and imaging findings[J]. RADIOLOGY, 2002, 225 (03) : 673 - 683Li, F论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Kurt Rossmann Labs Radiol Image Res, Chicago, IL 60637 USASone, S论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Kurt Rossmann Labs Radiol Image Res, Chicago, IL 60637 USAAbe, H论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Kurt Rossmann Labs Radiol Image Res, Chicago, IL 60637 USAMacMahon, H论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Kurt Rossmann Labs Radiol Image Res, Chicago, IL 60637 USAArmato, SG论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Kurt Rossmann Labs Radiol Image Res, Chicago, IL 60637 USADoi, K论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Kurt Rossmann Labs Radiol Image Res, Chicago, IL 60637 USA
- [16] Guidelines for management of small pulmonary nodules detected on CT scans: A statement from the Fleischner Society[J]. RADIOLOGY, 2005, 237 (02) : 395 - 400MacMahon, H论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USAAustin, JHM论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USAGamsu, G论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USAHerold, CJ论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USAJett, JR论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USANaidich, DP论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USAPatz, EF论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USASwensen, SJ论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
- [17] Computer-assisted detection of pulmonary nodules:: performance evaluation of an expert knowledge-based detection system in consensus reading with experienced and inexperienced chest radiologists[J]. EUROPEAN RADIOLOGY, 2004, 14 (10) : 1930 - 1938Marten, K论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Klinikum Rechts Isar, Dept Radiol, D-81675 Munich, GermanySeyfarth, T论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Klinikum Rechts Isar, Dept Radiol, D-81675 Munich, GermanyAuer, F论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Klinikum Rechts Isar, Dept Radiol, D-81675 Munich, GermanyWiener, E论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Klinikum Rechts Isar, Dept Radiol, D-81675 Munich, GermanyGrillhösl, A论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Klinikum Rechts Isar, Dept Radiol, D-81675 Munich, GermanyObenauer, S论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Klinikum Rechts Isar, Dept Radiol, D-81675 Munich, GermanyRummeny, EJ论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Klinikum Rechts Isar, Dept Radiol, D-81675 Munich, GermanyEngelke, C论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Klinikum Rechts Isar, Dept Radiol, D-81675 Munich, Germany
- [18] Computer-aided diagnosis as a second reader - Spectrum of findings in CT studies of the chest interpreted as normal[J]. CHEST, 2005, 128 (03) : 1517 - 1523Peldschus, K论文数: 0 引用数: 0 h-index: 0机构: Med Univ S Carolina, Dept Radiol, Charleston, SC 29425 USAHerzog, P论文数: 0 引用数: 0 h-index: 0机构: Med Univ S Carolina, Dept Radiol, Charleston, SC 29425 USAWood, SA论文数: 0 引用数: 0 h-index: 0机构: Med Univ S Carolina, Dept Radiol, Charleston, SC 29425 USACheema, JI论文数: 0 引用数: 0 h-index: 0机构: Med Univ S Carolina, Dept Radiol, Charleston, SC 29425 USACostello, P论文数: 0 引用数: 0 h-index: 0机构: Med Univ S Carolina, Dept Radiol, Charleston, SC 29425 USASchoepf, UJ论文数: 0 引用数: 0 h-index: 0机构: Med Univ S Carolina, Dept Radiol, Charleston, SC 29425 USA
- [19] PULMONARY NODULES - DETECTION WITH THICK-SECTION SPIRAL CT VERSUS CONVENTIONAL CT[J]. RADIOLOGY, 1993, 187 (02) : 513 - 520REMYJARDIN, M论文数: 0 引用数: 0 h-index: 0机构: CHRU LILLE,HOP CALMETTE,DEPT ENDOSCOPY,F-59037 LILLE,FRANCE CHRU LILLE,HOP CALMETTE,DEPT ENDOSCOPY,F-59037 LILLE,FRANCEREMY, J论文数: 0 引用数: 0 h-index: 0机构: CHRU LILLE,HOP CALMETTE,DEPT ENDOSCOPY,F-59037 LILLE,FRANCE CHRU LILLE,HOP CALMETTE,DEPT ENDOSCOPY,F-59037 LILLE,FRANCEGIRAUD, F论文数: 0 引用数: 0 h-index: 0机构: CHRU LILLE,HOP CALMETTE,DEPT ENDOSCOPY,F-59037 LILLE,FRANCE CHRU LILLE,HOP CALMETTE,DEPT ENDOSCOPY,F-59037 LILLE,FRANCEMARQUETTE, CH论文数: 0 引用数: 0 h-index: 0机构: CHRU LILLE,HOP CALMETTE,DEPT ENDOSCOPY,F-59037 LILLE,FRANCE CHRU LILLE,HOP CALMETTE,DEPT ENDOSCOPY,F-59037 LILLE,FRANCE
- [20] Pulmonary nodules on multi-detector row CT scans: Performance comparison of radiologists and computer-aided detection[J]. RADIOLOGY, 2005, 234 (01) : 274 - 283Rubin, GD论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USALyo, JK论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USAPaik, DS论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USASherbondy, AJ论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USAChow, LC论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USALeung, AN论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USAMindelzun, R论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USASchraedley-Desmond, PK论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USAZinck, SE论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USANaidich, DP论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USANapel, S论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Dept Radiol, Stanford, CA 94305 USA