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Shokri A, Salemi F, Taherpour T, Karkehabadi H, Ramezani K, Zahedi F, Farhadian M. Is cone-beam computed tomography more accurate than periapical radiography for detection of vertical root fractures? A systematic review and meta-analysis. BMC Med Imaging 2024; 24:286. [PMID: 39438817 PMCID: PMC11515760 DOI: 10.1186/s12880-024-01472-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Accepted: 10/17/2024] [Indexed: 10/25/2024] Open
Abstract
BACKGROUND This study aimed to conduct a systematic review and meta-analysis to summarize the available evidence comparing the diagnostic accuracy of periapical radiography (PA) and cone-beam computed tomography (CBCT) for detection of vertical root fractures (VRFs). METHODS A search was conducted in PubMed, Scopus, and Web of Science for articles published regarding all types of human teeth. Data were analyzed by Comprehensive Meta-Analysis statistical software V3 software program. The I2 statistic was applied to analyze heterogeneity among the studies. RESULTS Twenty-three articles met the criteria for inclusion in the systematic review and 16 for the meta-analysis. The sensitivity and specificity for detection of VRFs were calculated to be 0.51 and 0.87, respectively for PA radiography, and 0.70 and 0.84, respectively for CBCT. CONCLUSIONS The sensitivity of CBCT was higher than PA radiography; however, difference between the specificity of the two modalities was not statistically significant.
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Affiliation(s)
- Abbas Shokri
- Dental Implants Research Center. Oral and Maxillofacial Radiology Department, Hamadan University of Medical Science, Hamadan, Iran
| | - Fatemeh Salemi
- Dental Implants Research Center. Oral and Maxillofacial Radiology Department, Hamadan University of Medical Science, Hamadan, Iran
| | | | - Hamed Karkehabadi
- Department of Endodontics, Dental Research Center, Hamadan University of Medical Science, Hamadan, Iran
| | - Kousar Ramezani
- Oral and Maxillofacial Radiology Department, Qazvin University of Medical Science, Qazvin, Iran
| | - Foozie Zahedi
- Oral and Maxillofacial Radiology Department, Dental Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.
- Oral and Maxillofacial Radiology Department, Dental School, Hamadan University of Medical Science, Shahid Fahmideh Street, Hamadan, Iran.
| | - Maryam Farhadian
- Biostatistics, Modeling of Non Communicable Diseases Research Center, Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
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Van Acker JWG, Yvergneaux C, Jacquet W, Dierens M, Hommez G, Van Acker J, Boone M, Rajasekharan S, Martens LC. Vertical root fracture detection with cone-beam computed tomography in Biodentine™ filled teeth. BMC Oral Health 2024; 24:1178. [PMID: 39367348 PMCID: PMC11453024 DOI: 10.1186/s12903-024-04947-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 09/23/2024] [Indexed: 10/06/2024] Open
Abstract
PURPOSE This study aimed to evaluate the accuracy of detecting vertical root fractures in Biodentine™-filled teeth using the Promax 3Dmax cone-beam computed tomography (CBCT) unit compared to periapical radiographs. It tested hypotheses regarding CBCT's diagnostic superiority in non-root-filled and Biodentine™-root-filled maxillary central incisors and assessed the impact of smaller field of view and lower intensity settings on detection accuracy. MATERIALS AND METHODS Extracted maxillary incisors were divided into groups based on fracture status and root filling material, then placed in a Thiel-embalmed skull to simulate clinical conditions. The teeth were imaged using periapical radiographs and the CBCT unit under different settings. Fracture thickness was measured with microcomputed tomography for accuracy benchmarking. Multiple observers assessed the images, and statistical analyses were conducted to evaluate diagnostic performance. RESULTS Intra-rater reliabilities of consensus scores ranged from good to very good. Specificities were generally higher than sensitivities across all imaging modalities, but sensitivities remained constantly low. None of the Area Under the Curve scores exceeded 0.6, indicating poor overall accuracy for all imaging modalities. Paired comparisons of the area differences under Receiver Operator Characteristic curves revealed no significant differences between the CBCT and periapical radiograph techniques for detecting vertical root fractures in either Biodentine™-filled or non-root-filled teeth. CONCLUSIONS There was no significant accuracy improvement of the current CBCT device (Promax 3Dmax, Planmeca, Finland) over periapical radiographs in detecting small vertical root fractures in both non-root-filled and Biodentine™-root-filled maxillary central incisors. A smaller field of view with lower intensity did not enhance detection accuracy. These results highlight the challenges in accurately detecting small VRFs, emphasizing the need for further research and technological advancements in this domain.
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Affiliation(s)
- Jakob W G Van Acker
- ELOHA (Equal Lifelong Oral Health for All) research group, Paediatric Dentistry, Oral Health Sciences, Ghent University, Ghent, Belgium.
| | - Charlotte Yvergneaux
- ELOHA (Equal Lifelong Oral Health for All) research group, Paediatric Dentistry, Oral Health Sciences, Ghent University, Ghent, Belgium
| | - Wolfgang Jacquet
- Localities Ontologies Commons Integrated (LOCI), Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Oral Health Research Group (ORHE), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Melissa Dierens
- Department of Periodontology and Oral Implantology, Ghent University, Ghent, Belgium
| | - Geert Hommez
- Oral Health Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, 9000, Belgium
| | - Joris Van Acker
- UGent-Woodlab - Laboratory of Wood Technology, Department of Environment, Ghent University, Coupure links 653, Ghent, 9000, Belgium
- Centre for X-ray Tomography, Physics and Astronomy, Ghent University, Ghent, Belgium
| | - Matthieu Boone
- Centre for X-ray Tomography, Physics and Astronomy, Ghent University, Ghent, Belgium
| | - Sivaprakash Rajasekharan
- ELOHA (Equal Lifelong Oral Health for All) research group, Paediatric Dentistry, Oral Health Sciences, Ghent University, Ghent, Belgium
| | - Luc C Martens
- ELOHA (Equal Lifelong Oral Health for All) research group, Paediatric Dentistry, Oral Health Sciences, Ghent University, Ghent, Belgium
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Evaluation of the Diagnostic and Prognostic Accuracy of Artificial Intelligence in Endodontic Dentistry: A Comprehensive Review of Literature. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2023; 2023:7049360. [PMID: 36761829 PMCID: PMC9904932 DOI: 10.1155/2023/7049360] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 10/23/2022] [Accepted: 11/26/2022] [Indexed: 02/01/2023]
Abstract
Aim This comprehensive review is aimed at evaluating the diagnostic and prognostic accuracy of artificial intelligence in endodontic dentistry. Introduction Artificial intelligence (AI) is a relatively new technology that has widespread use in dentistry. The AI technologies have primarily been used in dentistry to diagnose dental diseases, plan treatment, make clinical decisions, and predict the prognosis. AI models like convolutional neural networks (CNN) and artificial neural networks (ANN) have been used in endodontics to study root canal system anatomy, determine working length measurements, detect periapical lesions and root fractures, predict the success of retreatment procedures, and predict the viability of dental pulp stem cells. Methodology. The literature was searched in electronic databases such as Google Scholar, Medline, PubMed, Embase, Web of Science, and Scopus, published over the last four decades (January 1980 to September 15, 2021) by using keywords such as artificial intelligence, machine learning, deep learning, application, endodontics, and dentistry. Results The preliminary search yielded 2560 articles relevant enough to the paper's purpose. A total of 88 articles met the eligibility criteria. The majority of research on AI application in endodontics has concentrated on tracing apical foramen, verifying the working length, projection of periapical pathologies, root morphologies, and retreatment predictions and discovering the vertical root fractures. Conclusion In endodontics, AI displayed accuracy in terms of diagnostic and prognostic evaluations. The use of AI can help enhance the treatment plan, which in turn can lead to an increase in the success rate of endodontic treatment outcomes. The AI is used extensively in endodontics and could help in clinical applications, such as detecting root fractures, periapical pathologies, determining working length, tracing apical foramen, the morphology of root, and disease prediction.
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Hayashi T, Arai Y, Chikui T, Hayashi-Sakai S, Honda K, Indo H, Kawai T, Kobayashi K, Murakami S, Nagasawa M, Naitoh M, Nakayama E, Nikkuni Y, Nishiyama H, Shoji N, Suenaga S, Tanaka R. Clinical guidelines for dental cone-beam computed tomography. Oral Radiol 2018; 34:89-104. [PMID: 30484133 DOI: 10.1007/s11282-018-0314-3] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 12/13/2017] [Indexed: 11/28/2022]
Abstract
Dental cone-beam computed tomography (CBCT) received regulatory approval in Japan in 2000 and has been widely used since being approved for coverage by the National Health Insurance system in 2012. This imaging technique allows dental practitioners to observe and diagnose lesions in the dental hard tissue in three dimensions (3D). When performing routine radiography, the examination must be justified, and optimal protection should be provided according to the ALARA (as low as reasonably achievable) principles laid down by the International Commission on Radiological Protection. Dental CBCT should be performed in such a way that the radiation exposure is minimized and the benefits to the patient are maximized. There is a growing demand for widespread access to cutting-edge health care through Japan's universal health insurance system. However, at the same time, people want our limited human, material, and financial resources to be used efficiently while providing safe health care at the least possible cost to society. Japan's aging population is expected to reach a peak in 2025, when most of the baby boomer generation will be aged 75 years or older. Comprehensive health care networks are needed to overcome these challenges. Against this background, we hope that this text will contribute to the nation's oral health by encouraging efficient use of dental CBCT.
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Affiliation(s)
- Takafumi Hayashi
- Division of Oral and Maxillofacial Radiology, Niigata University Graduate School of Medical and Dental Sciences, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan.
| | - Yoshinori Arai
- Department of Oral and Maxillofacial Radiology, Nihon University School of Dentistry, 1-8-13 Surugadai Kand Chiyoda-ku, Tokyo, 101-8310, Japan
| | - Toru Chikui
- Department of Oral and Maxillofacial Radiology, Faculty of Dental Science, Kyushu University, 3-1-1, Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Sachiko Hayashi-Sakai
- Division of Oral and Maxillofacial Radiology, Niigata University Graduate School of Medical and Dental Sciences, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan
| | - Kazuya Honda
- Department of Oral and Maxillofacial Radiology, Nihon University School of Dentistry, 1-8-13 Surugadai Kand Chiyoda-ku, Tokyo, 101-8310, Japan
| | - Hiroko Indo
- Division of Oncology, Department of Maxillofacial Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Taisuke Kawai
- Department of Oral and Maxillofacial Radiology, School of Life Dentistry at Tokyo, Nippon Dental University, 1-9-20 Fujimi, Chiyoda-ku, Tokyo, 102-8159, Japan
| | - Kaoru Kobayashi
- Department of Oral and Maxillofacial Radiology and Diagnosis, Tsurumi University School of Dental Medicine, 2-1-3 Tsurumi, Tsurumi-ku, Yokohama, 230-8501, Japan
| | - Shumei Murakami
- Department of Oral and Maxillofacial Radiology, Osaka University Graduate School of Dentistry, 1-8 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Masako Nagasawa
- Division of Bio-Prosthodontics, Niigata University Graduate School of Medical and Dental Sciences, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan
| | - Munetaka Naitoh
- Department of Oral and Maxillofacial Radiology, School of Dentistry, Aichi-Gakuin University, 2-11 Suemori-dori, Chikusa-ku, Nagoya, 464-8651, Japan
| | - Eiji Nakayama
- Department of Oral and Maxillofacial Radiology, School of Dentistry, Health Sciences University of Hokkaido, 1757 Kanazawa, Ishikari-Tobetsu, Hokkaido, 061-0293, Japan
| | - Yutaka Nikkuni
- Division of Oral and Maxillofacial Radiology, Niigata University Graduate School of Medical and Dental Sciences, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan
| | - Hideyoshi Nishiyama
- Division of Oral and Maxillofacial Radiology, Niigata University Graduate School of Medical and Dental Sciences, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan
| | - Noriaki Shoji
- Division of Oral Diagnosis, Department of Oral Medicine and Surgery, Tohoku University Graduate School of Dentistry, 4-1 Seiryo-machi, Aoba-ku, Sendai, 980-8575, Japan
| | - Shigeaki Suenaga
- Division of Oncology, Department of Maxillofacial Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Ray Tanaka
- Oral and Maxillofacial Radiology, Applied Oral Sciences, Faculty of Dentistry, The University of Hong Kong, Prince Philip Dental Hospital, 34 Hospital Road, Sai Ying Pun, Hong Kong, SAR, China
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Iikubo M, Nishioka T, Okura S, Kobayashi K, Sano T, Katsumata A, Ariji E, Kojima I, Sakamoto M, Sasano T. Influence of voxel size and scan field of view on fracture-like artifacts from gutta-percha obturated endodontically treated teeth on cone-beam computed tomography images. Oral Surg Oral Med Oral Pathol Oral Radiol 2016; 122:631-637. [PMID: 27765333 DOI: 10.1016/j.oooo.2016.07.014] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2016] [Revised: 06/30/2016] [Accepted: 07/22/2016] [Indexed: 12/18/2022]
Abstract
OBJECTIVE To determine the optimal scan settings (scan mode and position of field of view [FOV]) for cone beam computed tomography to reduce root fracture-like artifacts that are often observed in teeth filled with gutta-percha cones (GPCs). STUDY DESIGN Fracture-like artifacts that appeared on cone beam computed tomography images of 9 extracted human mandibular premolars filled with GPCs were analyzed using I-mode (FOV, 102 mm; voxel size, 0.2 mm) and D-mode (FOV, 51 mm; voxel size, 0.1 mm) settings. RESULTS The artificial lines were more obvious in I-mode than in D-mode. Increased distance between the center of the FOV and the GPCs produced stronger artificial lines in both I-mode and D-mode. CONCLUSION To reduce fracture-like artifacts, it is critical to use a mode with small voxel size and to place the target tooth in the center of the FOV.
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Affiliation(s)
- Masahiro Iikubo
- Department of Oral Diagnosis, Tohoku University Graduate School of Dentistry, Sendai, Japan.
| | - Takashi Nishioka
- Department of Oral Diagnosis, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Shintaro Okura
- Department of Oral and Maxillofacial Radiology and Diagnosis, Tsurumi University School of Dental Medicine, Yokohama, Japan
| | - Kaoru Kobayashi
- Department of Oral and Maxillofacial Radiology and Diagnosis, Tsurumi University School of Dental Medicine, Yokohama, Japan
| | - Tsukasa Sano
- Department of Oral and Maxillofacial Radiology and Diagnosis, Tsurumi University School of Dental Medicine, Yokohama, Japan
| | - Akitoshi Katsumata
- Department of Oral Radiology, Asahi University School of Dentistry, Mizuho, Japan
| | - Eiichiro Ariji
- Department of Oral and Maxillofacial Radiology, Aichi-Gakuin University School of Dentistry, Nagoya, Japan
| | - Ikuho Kojima
- Department of Oral Diagnosis, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Maya Sakamoto
- Department of Oral Diagnosis, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Takashi Sasano
- Department of Oral Diagnosis, Tohoku University Graduate School of Dentistry, Sendai, Japan
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Talwar S, Utneja S, Nawal RR, Kaushik A, Srivastava D, Oberoy SS. Role of Cone-beam Computed Tomography in Diagnosis of Vertical Root Fractures: A Systematic Review and Meta-analysis. J Endod 2016; 42:12-24. [DOI: 10.1016/j.joen.2015.09.012] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Revised: 09/16/2015] [Accepted: 09/17/2015] [Indexed: 01/29/2023]
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Root canal filling materials spread pattern mimicking root fractures in dental CBCT images. Oral Surg Oral Med Oral Pathol Oral Radiol 2015; 120:521-7. [PMID: 26346912 DOI: 10.1016/j.oooo.2015.06.030] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Revised: 04/15/2015] [Accepted: 06/09/2015] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To clarify the cause of artificial tooth-root fracture lines in cone beam computed tomography (CBCT) images caused by root canal filling materials and to enhance the diagnostic performance of CBCT. STUDY DESIGN We analyzed the CBCT images of 18 extracted human teeth (9 upper central incisors and 9 lower premolars) that were filled with a size 50 gutta-percha cone and inserted into tooth sockets in a human skull. RESULTS The CBCT images of the incisors displayed artificial lines in the oblique directions, notably the mesiobuccal, distolingual, distobuccal and mesiolingual directions, but only rarely in the cross-directions (buccal, lingual, mesial, and distal). In the premolars, the reverse was true, with lines mainly in the cross-directions, mesial and distal directions particularly. The lines were predominantly at the cervical slice. CONCLUSIONS Artifacts resulting from root filling material appear along the long axis of the alveolar bones, and resemble root fractures.
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Nascimento HAR, Neves FS, de-Azevedo-Vaz SL, Duque TM, Ambrosano GMB, Freitas DQ. Impact of root fillings and posts on the diagnostic ability of three intra-oral digital radiographic systems in detecting vertical root fractures. Int Endod J 2014; 48:864-71. [DOI: 10.1111/iej.12382] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Accepted: 09/20/2014] [Indexed: 11/30/2022]
Affiliation(s)
- H. A. R. Nascimento
- Division of Oral Radiology; Department of Oral Diagnosis; Piracicaba Dental School; State University of Campinas; Piracicaba Brazil
| | - F. S. Neves
- Division of Oral Radiology; Department of Oral Diagnosis; Piracicaba Dental School; State University of Campinas; Piracicaba Brazil
| | - S. L. de-Azevedo-Vaz
- Department of Clinical Dentistry; Faculty of Dentistry; Federal University of Espírito Santo; Vitória Brazil
| | - T. M. Duque
- Division of Endodontics; Department of Clinical Dentistry; Piracicaba Dental School; State University of Campinas; Piracicaba Brazil
| | - G. M. B. Ambrosano
- Division of Bioestatistcs; Department of Community Dentistry; Dental School of Piracicaba; State University of Campinas; Piracicaba Brazil
| | - D. Q. Freitas
- Division of Oral Radiology; Department of Oral Diagnosis; Piracicaba Dental School; State University of Campinas; Piracicaba Brazil
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Evaluation of Cone-beam Computed Tomography in the Diagnosis of Vertical Root Fractures: The Influence of Imaging Modes and Root Canal Materials. J Endod 2014; 40:1530-6. [DOI: 10.1016/j.joen.2014.06.012] [Citation(s) in RCA: 83] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2014] [Revised: 05/27/2014] [Accepted: 06/14/2014] [Indexed: 11/22/2022]
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Amemiya T, Yamada H, Kawashima S, Sawada K, Ejima K, Matsumoto K, Arai Y, Honda K. Reduction of moving artifacts caused by breathing in rats for in vivo micro-computed tomography. Oral Radiol 2014. [DOI: 10.1007/s11282-014-0172-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Long H, Zhou Y, Ye N, Liao L, Jian F, Wang Y, Lai W. Diagnostic accuracy of CBCT for tooth fractures: A meta-analysis. J Dent 2014; 42:240-8. [DOI: 10.1016/j.jdent.2013.11.024] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Revised: 11/26/2013] [Accepted: 11/30/2013] [Indexed: 10/25/2022] Open
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Avsever H, Gunduz K, Orhan K, Uzun İ, Ozmen B, Egrioglu E, Midilli M. Comparison of intraoral radiography and cone-beam computed tomography for the detection of horizontal root fractures: an in vitro study. Clin Oral Investig 2013; 18:285-92. [DOI: 10.1007/s00784-013-0940-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Accepted: 01/30/2013] [Indexed: 11/24/2022]
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