1
|
Sali L, Ventura L, Mascalchi M, Falchini M, Mallardi B, Carozzi F, Milani S, Zappa M, Grazzini G, Mantellini P. Single CT colonography versus three rounds of faecal immunochemical test for population-based screening of colorectal cancer (SAVE): a randomised controlled trial. Lancet Gastroenterol Hepatol 2022; 7:1016-1023. [PMID: 36116454 DOI: 10.1016/s2468-1253(22)00269-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 07/25/2022] [Accepted: 07/26/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND Colorectal cancer screening is recommended for people aged 50-75 years, but the optimal screening test and strategy are not established. We aimed to compare single CT colonography versus three faecal immunochemical test (FIT) rounds for population-based screening of colorectal cancer. METHODS This randomised controlled trial was done in Florence, Italy. Adults aged 54-65 years, never screened for colorectal cancer, were randomly assigned (1:2) by simple randomisation and invited by post to either a single CT colonography (CT colonography group) or three FIT rounds (FIT group; each round was done 2 years apart). Exclusion criteria included previous colorectal cancer, advanced adenoma, or inflammatory bowel disease, colonoscopy within the last 5 years or FIT within the last 2 years, and severe medical conditions. Participants who had a colonic mass or at least one polyp of 6 mm or more in diameter in the CT colonography group and those who had at least 20 μg haemoglobin per g faeces in the FIT group were referred for work-up optical colonoscopy. The primary outcome was detection rate for advanced neoplasia. Outcomes were assessed in the modified intention-to-screen and per-protocol populations. The trial is registered with ClinicalTrials.gov, NCT01651624. FINDINGS From Dec 12, 2012, to March 5, 2018, 14 981 adults were randomised and invited to screening interventions. 5242 (35·0%) individuals (2809 [53·6%] women and 2433 [46·4%] men) were assigned to the CT colonography group and 9739 (65·0%) individuals (5208 [53·5%] women and 4531 [46·5%] men) were assigned to the FIT group. Participation in the screening intervention was lower in the CT colonography group (1286 [26·7%] of the 4825 eligible invitees) than it was for the FIT group (6027 [64·9%] of the 9288 eligible invitees took part in at least one screening round, 4573 [49·2%] in at least two rounds, and 3105 [33·4%] in all three rounds). The detection rate for advanced neoplasia of CT colonography was significantly lower than the detection rate after three FIT rounds (1·4% [95% CI 1·1-1·8] vs 2·0% [1·7-2·3]; p=0·0094) in the modified intention-to-screen analysis, but the detection rate was significantly higher in the CT colonography group than in the FIT group (5·2% [95% CI 4·1-6·6] vs 3·1% [2·7-3·6]; p=0·0002]) in the per-protocol analysis. Referral rate to work-up optical colonoscopy (the secondary outcome of the trial) was significantly lower for the CT colonography group than for the FIT group after three FIT rounds (2·7% [95% CI 2·2-3·1] vs 7·5% [7·0-8·1]; p<0·0001) in the modified intention-to-screen analysis, whereas no significant difference was observed in the per-protocol analysis (10·0% [8·4-11·8] vs 11·6% [10·8-12·4]). No major complications were observed in the CT colonography group after screening and work-up optical colonoscopy, whereas three cases of bleeding were reported in the FIT group after work-up optical colonoscopy (two after the first FIT and one after the second FIT). INTERPRETATION Greater participation makes FIT more efficient than single CT colonography for detection of advanced neoplasia in population screening for colorectal cancer. Nonetheless, higher detection rate in participants and fewer work-up colonoscopies are possible advantages of CT colonography as a screening tool, which might deserve consideration in future trials. FUNDING Government of Tuscany and Cassa di Risparmio di Firenze Foundation. TRANSLATION For the Italian translation of the abstract see Supplementary Materials section.
Collapse
Affiliation(s)
- Lapo Sali
- Department of Biomedical, Experimental and Clinical Sciences Mario Serio, University of Florence, Florence, Italy; Department of Radiology, Istituto Fiorentino di Cura e Assistenza Hospital, Florence, Italy.
| | - Leonardo Ventura
- Oncological Network, Prevention and Research Institute, Florence, Italy
| | - Mario Mascalchi
- Department of Biomedical, Experimental and Clinical Sciences Mario Serio, University of Florence, Florence, Italy; Oncological Network, Prevention and Research Institute, Florence, Italy
| | - Massimo Falchini
- Department of Biomedical, Experimental and Clinical Sciences Mario Serio, University of Florence, Florence, Italy
| | - Beatrice Mallardi
- Oncological Network, Prevention and Research Institute, Florence, Italy
| | - Francesca Carozzi
- Oncological Network, Prevention and Research Institute, Florence, Italy
| | - Stefano Milani
- Department of Biomedical, Experimental and Clinical Sciences Mario Serio, University of Florence, Florence, Italy
| | - Marco Zappa
- Oncological Network, Prevention and Research Institute, Florence, Italy
| | - Grazia Grazzini
- Oncological Network, Prevention and Research Institute, Florence, Italy
| | - Paola Mantellini
- Oncological Network, Prevention and Research Institute, Florence, Italy
| |
Collapse
|
2
|
Single CT Appointment for Double Lung and Colorectal Cancer Screening: Is the Time Ripe? Diagnostics (Basel) 2022; 12:diagnostics12102326. [PMID: 36292015 PMCID: PMC9601268 DOI: 10.3390/diagnostics12102326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 09/15/2022] [Accepted: 09/21/2022] [Indexed: 12/24/2022] Open
Abstract
Annual screening of lung cancer (LC) with chest low-dose computed tomography (CT) and screening of colorectal cancer (CRC) with CT colonography every 5 years are recommended by the United States Prevention Service Task Force. We review epidemiological and pathological data on LC and CRC, and the features of screening chest low-dose CT and CT colonography comprising execution, reading, radiation exposure and harm, and the cost effectiveness of the two CT screening interventions. The possibility of combining chest low-dose CT and CT colonography examinations for double LC and CRC screening in a single CT appointment is then addressed. We demonstrate how this approach appears feasible and is already reasonable as an opportunistic screening intervention in 50–75-year-old subjects with smoking history and average CRC risk. In addition to the crucial role Computer Assisted Diagnosis systems play in decreasing the test reading times and the need to educate radiologists in screening chest LDCT and CT colonography, in view of a single CT appointment for double screening, the following uncertainties need to be solved: (1) the schedule of the screening CT; (2) the effectiveness of iterative reconstruction and deep learning algorithms affording an ultra-low-dose CT acquisition technique and (3) management of incidental findings. Resolving these issues will imply new cost-effectiveness analyses for LC screening with chest low dose CT and for CRC screening with CT colonography and, especially, for the double LC and CRC screening with a single-appointment CT.
Collapse
|
3
|
Giannini V, Mazzetti S, Cappello G, Doronzio VM, Vassallo L, Russo F, Giacobbe A, Muto G, Regge D. Computer-Aided Diagnosis Improves the Detection of Clinically Significant Prostate Cancer on Multiparametric-MRI: A Multi-Observer Performance Study Involving Inexperienced Readers. Diagnostics (Basel) 2021; 11:973. [PMID: 34071215 PMCID: PMC8227686 DOI: 10.3390/diagnostics11060973] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 05/17/2021] [Accepted: 05/26/2021] [Indexed: 11/17/2022] Open
Abstract
Recently, Computer Aided Diagnosis (CAD) systems have been proposed to help radiologists in detecting and characterizing Prostate Cancer (PCa). However, few studies evaluated the performances of these systems in a clinical setting, especially when used by non-experienced readers. The main aim of this study is to assess the diagnostic performance of non-experienced readers when reporting assisted by the likelihood map generated by a CAD system, and to compare the results with the unassisted interpretation. Three resident radiologists were asked to review multiparametric-MRI of patients with and without PCa, both unassisted and assisted by a CAD system. In both reading sessions, residents recorded all positive cases, and sensitivity, specificity, negative and positive predictive values were computed and compared. The dataset comprised 90 patients (45 with at least one clinically significant biopsy-confirmed PCa). Sensitivity significantly increased in the CAD assisted mode for patients with at least one clinically significant lesion (GS > 6) (68.7% vs. 78.1%, p = 0.018). Overall specificity was not statistically different between unassisted and assisted sessions (94.8% vs. 89.6, p = 0.072). The use of the CAD system significantly increases the per-patient sensitivity of inexperienced readers in the detection of clinically significant PCa, without negatively affecting specificity, while significantly reducing overall reporting time.
Collapse
Affiliation(s)
- Valentina Giannini
- Department of Surgical Sciences, University of Turin, 10126 Turin, Italy
- Department of Radiology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (V.M.D.); (L.V.); (F.R.); (D.R.)
| | - Simone Mazzetti
- Department of Surgical Sciences, University of Turin, 10126 Turin, Italy
- Department of Radiology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (V.M.D.); (L.V.); (F.R.); (D.R.)
| | - Giovanni Cappello
- Department of Radiology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (V.M.D.); (L.V.); (F.R.); (D.R.)
| | - Valeria Maria Doronzio
- Department of Radiology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (V.M.D.); (L.V.); (F.R.); (D.R.)
| | - Lorenzo Vassallo
- Department of Radiology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (V.M.D.); (L.V.); (F.R.); (D.R.)
| | - Filippo Russo
- Department of Radiology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (V.M.D.); (L.V.); (F.R.); (D.R.)
| | | | - Giovanni Muto
- Department of Urology, Humanitas University, 10153 Turin, Italy;
| | - Daniele Regge
- Department of Surgical Sciences, University of Turin, 10126 Turin, Italy
- Department of Radiology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (V.M.D.); (L.V.); (F.R.); (D.R.)
| |
Collapse
|
4
|
Mantellini P, Lippi G, Sali L, Grazzini G, Delsanto S, Mallardi B, Falchini M, Castiglione G, Carozzi FM, Mascalchi M, Milani S, Ventura L, Zappa M. Cost analysis of colorectal cancer screening with CT colonography in Italy. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2018; 19:735-746. [PMID: 28681075 DOI: 10.1007/s10198-017-0917-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Accepted: 06/20/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVE Unit costs of screening CT colonography (CTC) can be useful for cost-effectiveness analyses and for health care decision-making. We evaluated the unit costs of CTC as a primary screening test for colorectal cancer in the setting of a randomized trial in Italy. METHODS Data were collected within the randomized SAVE trial. Subjects were invited to screening CTC by mail and requested to have a pre-examination consultation. CTCs were performed with 64- and 128-slice CT scanners after reduced or full bowel preparation. Activity-based costing was used to determine unit costs per-process, per-participant to screening CTC, and per-subject with advanced neoplasia. RESULTS Among 5242 subjects invited to undergo screening CTC, 1312 had pre-examination consultation and 1286 ultimately underwent CTC. Among 129 subjects with a positive CTC, 126 underwent assessment colonoscopy and 67 were ultimately diagnosed with advanced neoplasia (i.e., cancer or advanced adenoma). Cost per-participant of the entire screening CTC pathway was €196.80. Average cost per-participant for the screening invitation process was €17.04 and €9.45 for the pre-examination consultation process. Average cost per-participant of the CTC execution and reading process was €146.08 and of the diagnostic assessment colonoscopy process was €24.23. Average cost per-subject with advanced neoplasia was €3777.30. CONCLUSIONS Cost of screening CTC was €196.80 per-participant. Our data suggest that the more relevant cost of screening CTC, amenable of intervention, is related to CTC execution and reading process.
Collapse
Affiliation(s)
- Paola Mantellini
- Cancer Prevention and Research Institute - ISPO, Via Cosimo il Vecchio 2, 50139, Florence, Italy.
| | - Giuseppe Lippi
- Azienda USL Toscana Centro, P.za S. Maria Nuova 1, Florence, Italy
| | - Lapo Sali
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Viale Morgagni 50, Florence, Italy
| | - Grazia Grazzini
- Cancer Prevention and Research Institute - ISPO, Via Cosimo il Vecchio 2, 50139, Florence, Italy
| | | | - Beatrice Mallardi
- Cancer Prevention and Research Institute - ISPO, Via Cosimo il Vecchio 2, 50139, Florence, Italy
| | - Massimo Falchini
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Viale Morgagni 50, Florence, Italy
| | - Guido Castiglione
- Cancer Prevention and Research Institute - ISPO, Via Cosimo il Vecchio 2, 50139, Florence, Italy
| | - Francesca Maria Carozzi
- Cancer Prevention and Research Institute - ISPO, Via Cosimo il Vecchio 2, 50139, Florence, Italy
| | - Mario Mascalchi
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Viale Morgagni 50, Florence, Italy
| | - Stefano Milani
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Viale Morgagni 50, Florence, Italy
| | - Leonardo Ventura
- Cancer Prevention and Research Institute - ISPO, Via Cosimo il Vecchio 2, 50139, Florence, Italy
| | - Marco Zappa
- Cancer Prevention and Research Institute - ISPO, Via Cosimo il Vecchio 2, 50139, Florence, Italy
| |
Collapse
|
5
|
Computer-based self-training for CT colonography with and without CAD. Eur Radiol 2018; 28:4783-4791. [PMID: 29796918 DOI: 10.1007/s00330-018-5480-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 03/23/2018] [Accepted: 04/11/2018] [Indexed: 10/16/2022]
Abstract
OBJECTIVES To determine whether (1) computer-based self-training for CT colonography (CTC) improves interpretation performance of novice readers; (2) computer-aided detection (CAD) use during training affects learning. METHODS Institutional review board approval and patients' informed consent were obtained for all cases included in this study. Twenty readers (17 radiology residents, 3 radiologists) with no experience in CTC interpretation were recruited in three centres. After an introductory course, readers performed a baseline assessment test (37 cases) using CAD as second reader. Then they were randomized (1:1) to perform either a computer-based self-training (150 cases verified at colonoscopy) with CAD as second reader or the same training without CAD. The same assessment test was repeated after completion of the training programs. Main outcome was per lesion sensitivity (≥ 6 mm). A generalized estimating equation model was applied to evaluate readers' performance and the impact of CAD use during training. RESULTS After training, there was a significant improvement in average per lesion sensitivity in the unassisted phase, from 74% (356/480) to 83% (396/480) (p < 0.001), and in the CAD-assisted phase, from 83% (399/480) to 87% (417/480) (p = 0.021), but not in average per patient sensitivity, from 93% (390/420) to 94% (395/420) (p = 0.41), and specificity, from 81% (260/320) to 86% (276/320) (p = 0.15). No significant effect of CAD use during training was observed on per patient sensitivity and specificity, nor on per lesion sensitivity. CONCLUSIONS A computer-based self-training program for CTC improves readers' per lesion sensitivity. CAD as second reader does not have a significant impact on learning if used during training. KEY POINTS • Computer-based self-training for CT colonography improves per lesion sensitivity of novice readers. • Self-training program does not increase per patient specificity of novice readers. • CAD used during training does not have significant impact on learning.
Collapse
|
6
|
Added value of double reading in diagnostic radiology,a systematic review. Insights Imaging 2018; 9:287-301. [PMID: 29594850 PMCID: PMC5990995 DOI: 10.1007/s13244-018-0599-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 01/10/2018] [Accepted: 01/15/2018] [Indexed: 01/10/2023] Open
Abstract
Objectives Double reading in diagnostic radiology can find discrepancies in the original report, but a systematic program of double reading is resource consuming. There are conflicting opinions on the value of double reading. The purpose of the current study was to perform a systematic review on the value of double reading. Methods A systematic review was performed to find studies calculating the rate of misses and overcalls with the aim of establishing the added value of double reading by human observers. Results The literature search resulted in 1610 hits. After abstract and full-text reading, 46 articles were selected for analysis. The rate of discrepancy varied from 0.4 to 22% depending on study setting. Double reading by a sub-specialist, in general, led to high rates of changed reports. Conclusions The systematic review found rather low discrepancy rates. The benefit of double reading must be balanced by the considerable number of working hours a systematic double-reading scheme requires. A more profitable scheme might be to use systematic double reading for selected, high-risk examination types. A second conclusion is that there seems to be a value of sub-specialisation for increased report quality. A consequent implementation of this would have far-reaching organisational effects. Key Points • In double reading, two or more radiologists read the same images. • A systematic literature review was performed. • The discrepancy rates varied from 0.4 to 22% in various studies. • Double reading by sub-specialists found high discrepancy rates. Electronic supplementary material The online version of this article (10.1007/s13244-018-0599-0) contains supplementary material, which is available to authorised users.
Collapse
|
7
|
Concurrent Computer-Aided Detection Improves Reading Time of Digital Breast Tomosynthesis and Maintains Interpretation Performance in a Multireader Multicase Study. AJR Am J Roentgenol 2018; 210:685-694. [DOI: 10.2214/ajr.17.18185] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
|
8
|
Balleyguier C, Arfi-Rouche J, Levy L, Toubiana PR, Cohen-Scali F, Toledano AY, Boyer B. Improving digital breast tomosynthesis reading time: A pilot multi-reader, multi-case study using concurrent Computer-Aided Detection (CAD). Eur J Radiol 2017; 97:83-89. [PMID: 29153373 DOI: 10.1016/j.ejrad.2017.10.014] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 09/21/2017] [Accepted: 10/19/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE Evaluate concurrent Computer-Aided Detection (CAD) with Digital Breast Tomosynthesis (DBT) to determine impact on radiologist performance and reading time. MATERIALS AND METHODS The CAD system detects and extracts suspicious masses, architectural distortions and asymmetries from DBT planes that are blended into corresponding synthetic images to form CAD-enhanced synthetic images. Review of CAD-enhanced images and navigation to corresponding planes to confirm or dismiss potential lesions allows radiologists to more quickly review DBT planes. A retrospective, crossover study with and without CAD was conducted with six radiologists who read an enriched sample of 80 DBT cases including 23 malignant lesions in 21 women. Area Under the Receiver Operating Characteristic (ROC) Curve (AUC) compared the readings with and without CAD to determine the effect of CAD on overall interpretation performance. Sensitivity, specificity, recall rate and reading time were also assessed. Multi-reader, multi-case (MRMC) methods accounting for correlation and requiring correct lesion localization were used to analyze all endpoints. AUCs were based on a 0-100% probability of malignancy (POM) score. Sensitivity and specificity were based on BI-RADS scores, where 3 or higher was positive. RESULTS Average AUC across readers without CAD was 0.854 (range: 0.785-0.891, 95% confidence interval (CI): 0.769,0.939) and 0.850 (range: 0.746-0.905, 95% CI: 0.751,0.949) with CAD (95% CI for difference: -0.046,0.039), demonstrating non-inferiority of AUC. Average reduction in reading time with CAD was 23.5% (95% CI: 7.0-37.0% improvement), from an average 48.2 (95% CI: 39.1,59.6) seconds without CAD to 39.1 (95% CI: 26.2,54.5) seconds with CAD. Per-patient sensitivity was the same with and without CAD (0.865; 95% CI for difference: -0.070,0.070), and there was a small 0.022 improvement (95% CI for difference: -0.046,0.089) in per-lesion sensitivity from 0.790 without CAD to 0.812 with CAD. A slight reduction in specificity with a -0.014 difference (95% CI for difference: -0.079,0.050) and a small 0.025 increase (95% CI for difference: -0.036,0.087) in recall rate in non-cancer cases were observed with CAD. CONCLUSIONS Concurrent CAD resulted in faster reading time with non-inferiority of radiologist interpretation performance. Radiologist sensitivity, specificity and recall rate were similar with and without CAD.
Collapse
Affiliation(s)
- Corinne Balleyguier
- Department of Radiology, Gustave Roussy, 114 rue Edouard-Vaillant, 94805 Villejuif Cedex, France.
| | - Julia Arfi-Rouche
- Department of Radiology, Gustave Roussy, 114 rue Edouard-Vaillant, 94805 Villejuif Cedex, France
| | - Laurent Levy
- Institut de Radiologie de Paris, 31 Avenue Hoche, 75008 Paris, France
| | - Patrick R Toubiana
- Centre de Senologie et d'Echographie, 13 rue Beaurepaire, 75010 Paris, France
| | - Franck Cohen-Scali
- Centre de Senologie et d'Echographie, 13 rue Beaurepaire, 75010 Paris, France
| | - Alicia Y Toledano
- Biostatistics Consulting, LLC, 10606 Wheatley Street, Kensington, MD 20895, USA
| | - Bruno Boyer
- Centre d'Imagerie Medicale Italie, 6 place d'Italie, 75013 Paris, France
| |
Collapse
|
9
|
Regge D, Iussich G, Segnan N, Correale L, Hassan C, Arrigoni A, Asnaghi R, Bestagini P, Bulighin G, Cassinis MC, Ederle A, Ferraris A, Galatola G, Gallo T, Gandini G, Garretti L, Martina MC, Molinar D, Montemezzi S, Morra L, Motton M, Occhipinti P, Pinali L, Soardi GA, Senore C. Comparing CT colonography and flexible sigmoidoscopy: a randomised trial within a population-based screening programme. Gut 2017; 66:1434-1440. [PMID: 27196588 DOI: 10.1136/gutjnl-2015-311278] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 03/17/2016] [Accepted: 03/21/2016] [Indexed: 12/16/2022]
Abstract
IMPORTANCE AND AIMS The role of CT colonography (CTC) as a colorectal cancer (CRC) screening test is uncertain. The aim of our trial was to compare participation and detection rate (DR) with sigmoidoscopy (flexible sigmoidoscopy (FS)) and CTC in a screening setting. DESIGN SETTING AND PARTICIPANTS We conducted two randomised clinical trials (RCTs). (1) Participation RCT: individuals, aged 58 years, living in Turin (Italy), were randomly assigned to be invited to FS or CTC screening; (2) detection RCT: residents in northern Italy, aged 58-60, giving their consent to recruitment, were randomly allocated to CTC or FS. Polyps ≥6 mm at CTC, or 'high-risk' distal lesions at FS, were referred for colonoscopy (TC). MAIN OUTCOME MEASURES Participation rate (proportion of invitees examined); DR of advanced adenomas or CRC (advanced neoplasia (AN)). RESULTS Participation was 30.4% (298/980) for CTC and 27.4% (267/976) for FS (relative risk (RR) 1.1; 95% CI 0.98 to 1.29). Among men, participation was higher with CTC than with FS (34.1% vs 26.5%, p=0.011). In the detection RCT, 2673 subjects had FS and 2595 had CTC: the AN DR was 4.8% (127/2673, including 9 CRCs) with FS and 5.1% (133/2595, including 10 CRCs) with CTC (RR 1.08; 95% CI 0.85 to 1.37). Distal AN DR was 3.9% (109/2673) with FS and 2.9% (76/2595) with CTC (RR 0.72; 95% CI 0.54 to 0.96); proximal AN DR was 1.2% (34/2595) for FS vs 2.7% (69/2595) for CTC (RR 2.06; 95% CI 1.37 to 3.10). CONCLUSIONS AND RELEVANCE Participation and DR for FS and CTC were comparable. AN DR was twice as high in the proximal colon and lower in the distal colon with CTC than with FS. Men were more likely to participate in CTC screening. TRIAL REGISTRATION NUMBER NCT01739608; Pre-results.
Collapse
Affiliation(s)
- Daniele Regge
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy
| | | | - Nereo Segnan
- AOU S Giovanni Battista-CPO Piemonte, SCDO Epidemiologia dei Tumori 2, Turin, Italy
| | - Loredana Correale
- im3D S.p.A., Turin, Italy
- Endoscopy Unit, Nuovo Regina Margherita Hospital, Rome, Italy
| | - Cesare Hassan
- AOU Città della Salute e della Scienza, CPO Piemonte, SCDO Epidemiologia screening e registro tumori, Turin, Italy
| | - Arrigo Arrigoni
- Endoscopy Unit, Ospedale San Giovanni Antica Sede, Turin, Italy
| | - Roberto Asnaghi
- Radiology Unit, Fondazione Salvatore Maugeri, IRCCS, Istituto Scientifico di Veruno, Veruno, Italy
| | | | - Gianmarco Bulighin
- Endoscopy and Gastroenterology Unit, U.l.s.s. 20 Verona, Ospedale G. Fracastoro-San Bonifacio, Verona, Italy
| | - Maria Carla Cassinis
- Radiology Unit, Department of Surgical Science, University of Torino, A.O.U. Città della Salute e della Scienza di Torino, Turin, Italy
| | - Andrea Ederle
- Endoscopy and Gastroenterology Unit, U.l.s.s. 20 Verona, Ospedale G. Fracastoro-San Bonifacio, Verona, Italy
| | - Andrea Ferraris
- Radiology Unit, Department of Surgical Science, University of Torino, A.O.U. Città della Salute e della Scienza di Torino, Turin, Italy
| | | | - Teresa Gallo
- Radiology Unit, Ospitale Mauriziano, Turin, Italy
| | - Giovanni Gandini
- Radiology Unit, Department of Surgical Science, University of Torino, A.O.U. Città della Salute e della Scienza di Torino, Turin, Italy
| | - Licia Garretti
- Radiology Unit, Ospedale San Giovanni Antica Sede, Turin, Italy
| | - Maria Cristina Martina
- Radiology Unit, Department of Surgical Science, University of Torino, A.O.U. Città della Salute e della Scienza di Torino, Turin, Italy
| | | | - Stefania Montemezzi
- Radiology Unit, Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy
| | - Lia Morra
- im3D S.p.A., Turin, Italy
- Endoscopy Unit, Nuovo Regina Margherita Hospital, Rome, Italy
| | - Massimiliano Motton
- Radiology Unit, Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy
| | | | - Lucia Pinali
- Radiology Unit, Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy
| | - Gian Alberto Soardi
- Radiology Unit, Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy
| | - Carlo Senore
- AOU S Giovanni Battista-CPO Piemonte, SCDO Epidemiologia dei Tumori 2, Turin, Italy
| |
Collapse
|
10
|
Multiparametric magnetic resonance imaging of the prostate with computer-aided detection: experienced observer performance study. Eur Radiol 2017; 27:4200-4208. [PMID: 28386721 DOI: 10.1007/s00330-017-4805-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Revised: 02/14/2017] [Accepted: 03/13/2017] [Indexed: 10/19/2022]
Abstract
OBJECTIVES To compare the performance of experienced readers in detecting prostate cancer (PCa) using likelihood maps generated by a CAD system with that of unassisted interpretation of multiparametric magnetic resonance imaging (mp-MRI). METHODS Three experienced radiologists reviewed mp-MRI prostate cases twice. First, readers observed CAD marks on a likelihood map and classified as positive those suspicious for cancer. After 6 weeks, radiologists interpreted mp-MRI examinations unassisted, using their favourite protocol. Sensitivity, specificity, reading time and interobserver variability were compared for the two reading paradigms. RESULTS The dataset comprised 89 subjects of whom 35 with at least one significant PCa. Sensitivity was 80.9% (95% CI 72.1-88.0%) and 87.6% (95% CI 79.8-93.2; p = 0.105) for unassisted and CAD paradigm respectively. Sensitivity was higher with CAD for lesions with GS > 6 (91.3% vs 81.2%; p = 0.046) or diameter ≥10 mm (95.0% vs 80.0%; p = 0.006). Specificity was not affected by CAD. The average reading time with CAD was significantly lower (220 s vs 60 s; p < 0.001). CONCLUSIONS Experienced readers using likelihood maps generated by a CAD scheme can detect more patients with ≥10 mm PCa lesions than unassisted MRI interpretation; overall reporting time is shorter. To gain more insight into CAD-human interaction, different reading paradigms should be investigated. KEY POINTS • With CAD, sensitivity increases in patients with prostate tumours ≥10 mm and/or GS > 6. • CAD significantly reduces reporting time of multiparametric MRI. • When using CAD, a marginal increase of inter-reader agreement was observed.
Collapse
|
11
|
Sali L, Regge D. CT colonography for population screening of colorectal cancer: hints from European trials. Br J Radiol 2016; 89:20160517. [PMID: 27542076 DOI: 10.1259/bjr.20160517] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
CT colonography (CTC) is a minimally invasive radiological investigation of the colon. Robust evidence indicates that CTC is safe, well tolerated and highly accurate for the detection of colorectal cancer (CRC) and large polyps, which are the targets of screening. Randomized controlled trials were carried out in Europe to evaluate CTC as the primary test for population screening of CRC in comparison with faecal immunochemical test (FIT), sigmoidoscopy and colonoscopy. Main outcomes were participation rate and detection rate. Participation rate for screening CTC was in the range of 25-34%, whereas the detection rate of CTC for CRC and advanced adenoma was in the range of 5.1-6.1%. Participation for CTC screening was lower than that for FIT, similar to that for sigmoidoscopy and higher than that for colonoscopy. The detection rate of CTC was higher than that of one FIT round, similar to that of sigmoidoscopy and lower than that of colonoscopy. However, owing to the higher participation rate in CTC screening with respect to colonoscopy screening, the detection rates per invitee of CTC and colonoscopy would be comparable. These results justify consideration of CTC in organized screening programmes for CRC. However, assessment of other factors such as polyp size threshold for colonoscopy referral, management of extracolonic findings and, most importantly, the forthcoming results of cost-effectiveness analyses are crucial to define the role of CTC in primary screening.
Collapse
Affiliation(s)
- Lapo Sali
- 1 Department of Biomedical Experimental and Clinical Sciences Mario Serio, University of Florence, Florence, Italy
| | - Daniele Regge
- 2 Dipartimento di Scienze Chirurgiche, Università di Torino, Turin, Italy.,3 Candiolo Cancer Institute FPO, IRCCS, Turin, Italy
| |
Collapse
|
12
|
Sali L, Mascalchi M, Falchini M, Ventura L, Carozzi F, Castiglione G, Delsanto S, Mallardi B, Mantellini P, Milani S, Zappa M, Grazzini G. Reduced and Full-Preparation CT Colonography, Fecal Immunochemical Test, and Colonoscopy for Population Screening of Colorectal Cancer: A Randomized Trial. J Natl Cancer Inst 2016; 108:djv319. [PMID: 26719225 DOI: 10.1093/jnci/djv319] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Accepted: 10/05/2015] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Population screening for colorectal cancer (CRC) is widely adopted, but the preferred strategy is still under debate. We aimed to compare reduced (r-CTC) and full cathartic preparation CT colonography (f-CTC), fecal immunochemical test (FIT), and optical colonoscopy (OC) as primary screening tests for CRC. METHODS Citizens of a district of Florence, Italy, age 54 to 65 years, were allocated (8:2.5:2.5:1) with simple randomization to be invited by mail to one of four screening interventions: 1) biennial FIT for three rounds, 2) r-CTC, 3) f-CTC, 4) OC. Patients tested positive to FIT or CTC (at least one polyp ≥6mm) were referred to OC work-up. The primary outcomes were participation rate and detection rate (DR) for cancer or advanced adenoma (advanced neoplasia). All statistical tests were two-sided. RESULTS Sixteen thousand eighty-seven randomly assigned subjects were invited to the assigned screening test. Participation rates were 50.4% (4677/9288) for first-round FIT, 28.1% (674/2395) for r-CTC, 25.2% (612/2430) for f-CTC, and 14.8% (153/1036) for OC. All differences between groups were statistically significant (P = .047 for r-CTC vs f-CTC; P < .001 for all others). DRs for advanced neoplasia were 1.7% (79/4677) for first-round FIT, 5.5% (37/674) for r-CTC, 4.9% (30/612) for f-CTC, and 7.2% (11/153) for OC. Differences in DR between CTC groups and FIT were statistically significant (P < .001), but not between r-CTC and f-CTC (P = .65). CONCLUSIONS Reduced preparation increases participation in CTC. Lower attendance and higher DR of CTC as compared with FIT are key factors for the optimization of its role in population screening of CRC.
Collapse
Affiliation(s)
- Lapo Sali
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD).
| | - Mario Mascalchi
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Massimo Falchini
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Leonardo Ventura
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Francesca Carozzi
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Guido Castiglione
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Silvia Delsanto
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Beatrice Mallardi
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Paola Mantellini
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Stefano Milani
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Marco Zappa
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| | - Grazia Grazzini
- Department of Biomedical, Experimental and Clinical Sciences 'Mario Serio', University of Florence, Florence, Italy (LS, MM, MF, SM); Cancer Prevention and Research Institute (ISPO), Florence, Italy (LV, FC, GC, BM, PM, MZ, GG); im3D S.p.A., Turin, Italy (SD)
| |
Collapse
|
13
|
Levine MS, Yee J. History, evolution, and current status of radiologic imaging tests for colorectal cancer screening. Radiology 2015; 273:S160-80. [PMID: 25340435 DOI: 10.1148/radiol.14140531] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Colorectal cancer screening is thought to be an effective tool with which to reduce the mortality from colorectal cancer through early detection and removal of colonic adenomas and early colon cancers. In this article, we review the history, evolution, and current status of imaging tests of the colon-including single-contrast barium enema, double-contrast barium enema, computed tomographic (CT) colonography, and magnetic resonance (MR) colonography-for colorectal cancer screening. Despite its documented value in the detection of colonic polyps, the double-contrast barium enema has largely disappeared as a screening test because it is widely perceived as a labor-intensive, time-consuming, and technically demanding procedure. In the past decade, the barium enema has been supplanted by CT colonography as the major imaging test in colorectal cancer screening in the United States, with MR colonography emerging as another viable option in Europe. Although MR colonography does not require ionizing radiation, the radiation dose for CT colonography has decreased substantially, and regular screening with this technique has a high benefit-to-risk ratio. In recent years, CT colonography has been validated as an effective tool for use in colorectal cancer screening that is increasingly being disseminated.
Collapse
Affiliation(s)
- Marc S Levine
- From the Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA 19104 (M.S.L.); and Department of Radiology and Biomedical Imaging, University of California-San Francisco, San Francisco Veterans Affairs Medical Center, San Francisco, Calif (J.Y.)
| | | |
Collapse
|
14
|
Laghi A, Bellini D, Petrozza V, Piccazzo R, Santoro GA, Fabbri C, van der Paardt MP, Stoker J. Imaging of colorectal polyps and early rectal cancer. Colorectal Dis 2015; 17 Suppl 1:36-43. [PMID: 25511860 DOI: 10.1111/codi.12820] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- A Laghi
- Department of Radiological Sciences, Oncology and Pathology, "SAPIENZA" University of Rome, I.C.O.T. Hospital, Latina, Italy
| | | | | | | | | | | | | | | |
Collapse
|
15
|
Laghi A. Computed tomography colonography in 2014: an update on technique and indications. World J Gastroenterol 2014; 20:16858-67. [PMID: 25492999 PMCID: PMC4258555 DOI: 10.3748/wjg.v20.i45.16858] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2014] [Revised: 08/27/2014] [Accepted: 10/14/2014] [Indexed: 02/06/2023] Open
Abstract
Twenty years after its introduction, computed tomographic colonography (CTC) has reached its maturity, and it can reasonably be considered the best radiological diagnostic test for imaging colorectal cancer (CRC) and polyps. This examination technique is less invasive than colonoscopy (CS), easy to perform, and standardized. Reduced bowel preparation and colonic distention using carbon dioxide favor patient compliance. Widespread implementation of a new image reconstruction algorithm has minimized radiation exposure, and the use of dedicated software with enhanced views has enabled easier image interpretation. Integration in the routine workflow of a computer-aided detection algorithm reduces perceptual errors, particularly for small polyps. Consolidated evidence from the literature shows that the diagnostic performances for the detection of CRC and large polyps in symptomatic and asymptomatic individuals are similar to CS and are largely superior to barium enema, the latter of which should be strongly discouraged. Favorable data regarding CTC performance open the possibility for many different indications, some of which are already supported by evidence-based data: incomplete, failed, or unfeasible CS; symptomatic, elderly, and frail patients; and investigation of diverticular disease. Other indications are still being debated and, thus, are recommended only if CS is unfeasible: the use of CTC in CRC screening and in surveillance after surgery for CRC or polypectomy. In order for CTC to be used appropriately, contraindications such as acute abdominal conditions (diverticulitis or the acute phase of inflammatory bowel diseases) and surveillance in patients with a long-standing history of ulcerative colitis or Crohn's disease and in those with hereditary colonic syndromes should not be overlooked. This will maximize the benefits of the technique and minimize potential sources of frustration or disappointment for both referring clinicians and patients.
Collapse
|
16
|
CT colonography: effect of computer-aided detection of colonic polyps as a second and concurrent reader for general radiologists with moderate experience in CT colonography. Eur Radiol 2014; 24:1466-76. [DOI: 10.1007/s00330-014-3158-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2013] [Revised: 02/23/2014] [Accepted: 03/20/2014] [Indexed: 02/03/2023]
|
17
|
Regge D, Iussich G, Senore C, Correale L, Hassan C, Bert A, Montemezzi S, Segnan N. Population screening for colorectal cancer by flexible sigmoidoscopy or CT colonography: study protocol for a multicenter randomized trial. Trials 2014; 15:97. [PMID: 24678896 PMCID: PMC3977672 DOI: 10.1186/1745-6215-15-97] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Accepted: 10/31/2013] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is the second most prevalent type of cancer in Europe. A single flexible sigmoidoscopy (FS) screening at around the age of 60 years prevents about one-third of CRC cases. However, FS screens only the distal colon, and thus mortality from proximal CRC is unaffected. Computed tomography colonography (CTC) is a highly accurate examination that allows assessment of the entire colon. However, the benefit of CTC testing as a CRC screening test is uncertain. We designed a randomized trial to compare participation rate, detection rates, and costs between CTC (with computer-aided detection) and FS as primary tests for population-based screening. METHODS/DESIGN An invitation letter to participate in a randomized screening trial comparing CTC versus FS will be mailed to a sample of 20,000 people aged 58 or 60 years, living in the Piedmont region and the Verona district of Italy. Individuals with a history of CRC, adenomas, inflammatory bowel disease, or recent colonoscopy, or with two first-degree relatives with CRC will be excluded from the study by their general practitioners. Individuals responding positively to the invitation letter will be then randomized to the intervention group (CTC) or control group (FS), and scheduled for the screening procedure. The primary outcome parameter of this part of the trial is the difference in advanced neoplasia detection between the two screening tests. Secondary outcomes are cost-effectiveness analysis, referral rates for colonoscopy induced by CTC versus FS, and the expected and perceived burden of the procedures. To compare participation rates for CTC versus FS, 2,000 additional eligible subjects will be randomly assigned to receive an invitation for screening with CTC or FS. In the CTC arm, non-responders will be offered fecal occult blood test (FOBT) as alternative screening test, while in the FS arm, non-responders will receive an invitation letter to undergo screening with either FOBT or CTC. Data on reasons for participation and non-participation will also be collected. DISCUSSION This study will provide reliable information concerning benefits and risks of the adoption of CTC as a mass screening intervention in comparison with FS. The trial will also evaluate the role of computer-aided detection in a screening setting. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT01739608.
Collapse
Affiliation(s)
- Daniele Regge
- Radiology Unit, Institute for Cancer Research and Treatment, FPO, Strada Provinciale 142, Candiolo 10060, Italy
| | - Gabriella Iussich
- Radiology Unit, Institute for Cancer Research and Treatment, FPO, Strada Provinciale 142, Candiolo 10060, Italy
| | - Carlo Senore
- CPO Piemonte and AO ‘City of Health and Science,’ SC Epidemiologia dei Tumori, Turin, Italy
| | | | - Cesare Hassan
- Department of Radiological Sciences Oncology and Pathology, University of Rome La Sapienza, Rome, Italy
| | | | | | - Nereo Segnan
- CPO Piemonte and AO ‘City of Health and Science,’ SC Epidemiologia dei Tumori, Turin, Italy
| |
Collapse
|
18
|
Iussich G, Correale L, Senore C, Hassan C, Segnan N, Campanella D, Bert A, Galatola G, Laudi C, Regge D. Computer-Aided Detection for Computed Tomographic Colonography Screening. Invest Radiol 2014; 49:173-82. [DOI: 10.1097/rli.0000000000000009] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
|