This study evaluates the accuracy of a computer-aided detection (CAD) application for pulmonary nodular lesions (PNL) in computed tomography (CT) scans, the ClearReadCT (Riverain Technologies). The study was retrospective for 106 biopsied PNLs from 100 patients. Seventy-five scans were Contrast-Enhanced (CECT) and 25 received no enhancer (NECT). Axial reconstructions in soft-tissue and lung kernel were applied at three different slice thicknesses, 0.75 mm (CECT/NECT n = 25/6), 1.5 mm (n = 18/9) and 3.0 mm (n = 43/18). We questioned the effect of (1) enhancer, (2) kernel and (3) slice thickness on the CAD performance. Our main findings are: (1) Vessel suppression is effective and specific in both NECT and CECT. (2) Contrast enhancement significantly increased the CAD sensitivity from 60% in NECT to 80% in CECT, P = 0.025 Fischer’s exact test. (3) The CAD sensitivity was 84% in 3 mm slices compared to 68% in 0.75 mm slices, P > 0.2 Fischer’s exact test. (4) Small lesions of low attenuation were detected with higher sensitivity. (5) Lung kernel reconstructions increased the false positive rate without affecting the sensitivity (P > 0.05 McNemar’s test). In conclusion, ClearReadCT showed an optimized sensitivity of 84% and a positive predictive value of 67% in enhanced lung scans with thick, soft kernel reconstructions. NECT, thin slices and lung kernel reconstruction were associated with inferior performance.
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Gifu Univ, Grad Sch Med, Dept Intelligent Image Informat, Div Regenerat & Adv Med Sci, Gifu 5011194, JapanFujita Hlth Univ, Sch Hlth Sci, Fac Radiol Technol, Toyoake, Aichi 4701192, Japan
Fujita, Hiroshi
Takahashi, Katsuaki
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East Nagoya Imaging Diag Ctr, Chikusa Ku, Nagoya, Aichi 4640044, JapanFujita Hlth Univ, Sch Hlth Sci, Fac Radiol Technol, Toyoake, Aichi 4701192, Japan
Takahashi, Katsuaki
Yamamuro, Osamu
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East Nagoya Imaging Diag Ctr, Chikusa Ku, Nagoya, Aichi 4640044, JapanFujita Hlth Univ, Sch Hlth Sci, Fac Radiol Technol, Toyoake, Aichi 4701192, Japan
Yamamuro, Osamu
Tamaki, Tsuneo
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East Nagoya Imaging Diag Ctr, Chikusa Ku, Nagoya, Aichi 4640044, JapanFujita Hlth Univ, Sch Hlth Sci, Fac Radiol Technol, Toyoake, Aichi 4701192, Japan
Tamaki, Tsuneo
Nishio, Masami
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Nagoya Radiol Diag Ctr, Nakagawa Ku, Nagoya, Aichi 4540933, JapanFujita Hlth Univ, Sch Hlth Sci, Fac Radiol Technol, Toyoake, Aichi 4701192, Japan
Nishio, Masami
Kobayashi, Toshiki
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Nagoya Radiol Diag Ctr, Nakagawa Ku, Nagoya, Aichi 4540933, JapanFujita Hlth Univ, Sch Hlth Sci, Fac Radiol Technol, Toyoake, Aichi 4701192, Japan
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Albert Schweitzer Ziekenhuis, Dept Radiol, Albert Schweitzerpl 25, NL-3318 AT Dordrecht, NetherlandsAlbert Schweitzer Ziekenhuis, Dept Radiol, Albert Schweitzerpl 25, NL-3318 AT Dordrecht, Netherlands
Jarnalo, C. O. Martins
Linsen, P. V. M.
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Albert Schweitzer Ziekenhuis, Dept Radiol, Albert Schweitzerpl 25, NL-3318 AT Dordrecht, NetherlandsAlbert Schweitzer Ziekenhuis, Dept Radiol, Albert Schweitzerpl 25, NL-3318 AT Dordrecht, Netherlands
Linsen, P. V. M.
Blazis, S. P.
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Dept Clin Phys, Fp, NetherlandsAlbert Schweitzer Ziekenhuis, Dept Radiol, Albert Schweitzerpl 25, NL-3318 AT Dordrecht, Netherlands
Blazis, S. P.
van der Valk, P. H. M.
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Albert Schweitzer Ziekenhuis, Dept Radiol, Albert Schweitzerpl 25, NL-3318 AT Dordrecht, NetherlandsAlbert Schweitzer Ziekenhuis, Dept Radiol, Albert Schweitzerpl 25, NL-3318 AT Dordrecht, Netherlands
van der Valk, P. H. M.
Dickerscheid, D. B. M.
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Dept Clin Phys, Fp, NetherlandsAlbert Schweitzer Ziekenhuis, Dept Radiol, Albert Schweitzerpl 25, NL-3318 AT Dordrecht, Netherlands
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Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, JapanKumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan
Awai, Kazuo
Murao, Kohei
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Fujitsu, Bio IT Business Dev Grp, Tokyo, JapanKumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan
Murao, Kohei
Ozawa, Akio
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Fujitsu, Bio IT Business Dev Grp, Tokyo, JapanKumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan
Ozawa, Akio
Yanaga, Yumi
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Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, JapanKumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan
Yanaga, Yumi
Kawanaka, Koichi
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Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, JapanKumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan
Kawanaka, Koichi
Yamashita, Yasuyuki
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Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, JapanKumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan