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Canon Demonstrates How AI Can Help to Drive Workflow in COVID-19 Era

By MedImaging International staff writers
Posted on 05 Mar 2021

Canon (Tokyo, Japan) showcased its innovations in the field of radiology at the European Congress of Radiology (ECR) virtual event, March 3-10, 2021 held in Vienna, Austria.

This year’s ECR was an entirely virtual event due to the ongoing pandemic with attendees experiencing one of the biggest online programs in radiology ever, featuring state-of-the-art science, education and research presented by medical imaging professionals from across the world. The ongoing COVID-19 pandemic has introduced or aggravated many workflow challenges and has forced healthcare providers to rapidly adapt in order to maintain a safe and effective delivery of care. At Canon’s symposium “AI Driven Workflow in COVID-19 Era” the company dived into the continuing COVID-19 pandemic with short presentations of well-known experts from the radiology field.

The symposium began with explaining how relocatable CT & MR imaging systems helped overcome infrastructure limitations in a period of increased demand. Also, maintaining image quality while reducing examination times has been crucial. The impact of Deep Learning Reconstruction in combination with other innovative technologies on image quality and workflow was addressed in consecutive talks for CT and MR. Attendees also learnt the experience from an interventional radiologist how to orchestrate complex team work, including the installation and set-up of a 4D CT Angio Suite and interventional procedures during the peak of the crisis. Finally, the symposium closed with practical tips and tricks of how an interdisciplinary ultrasound center under COVID-19 dealt with the situation and in fact improved the overall efficiency of their clinical pathways.

Among other products and technologies which were a part of Canon’s ECR showcased this year were Advanced intelligent Clear-IQ Engine (AiCE), the world’s first MR Deep Learning Reconstruction technology; the Aplio i-series, Aplio a-series and Xario 200G systems for diagnostic ultrasound in oncology; and the Alphenix 4D CT systems that allows to switch easily between CT and angiography to diagnose, treat or verify.

At ECR 2021, Canon also demonstrated Adora DRFi, a hybrid solution that combines static and dynamic radiography with low dose fluoroscopy in one system; the Vantage Elan / NX Edition with AI that delivers next generation MRI in a compact system with best in class power consumption; the Ultimax-I FPD system' with a multipurpose design that provides routine angiography lab quality capabilities; the Aquilion ONE / PRISM Edition that combines its AiCE technology with Deep Learning Spectral to create a CT system that’s designed for deep intelligence; and the all-new Aquilion Exceed LB with powerful AI-based imaging technologies and advanced treatment-specific features allow for an efficient radiation oncology workflow without compromising on patient position, image quality, or reproducibility.

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73 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (59.127807617188): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294787339 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

79 (32.901763916016): SELECT id,name,title FROM jos_deeppockets WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id != 294743300 AND id != 294743301 AND id != 294743302 AND id != 294743303 AND id != 294743304 AND id != 294743305 AND id != 294743306 AND id != 294743307 AND id != 294743308 AND id != 294743309 AND id != 294743310 AND metakey != 'aacc' ORDER BY `ordering`

80 (51.975250244141): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (42.200088500977): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

90 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (69.141387939453): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

95 (42.915344238281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

96 (62.942504882812): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=294787339 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

97 (69.141387939453): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

98 (44.107437133789): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

99 (349.04479980469): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.id=294787339 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

100 (557.89947509766): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp LEFT JOIN jos_experts as ex ON ex.id = dp.author LEFT JOIN jos_deeppockets as dp2 ON dp2.id = dp.fid WHERE dp.author != 0 AND dp.cat = 10 AND dp.published = 1 AND ( (dp.fid = 294743300) OR (dp.fid = 294743301) OR (dp.fid = 294743302) OR (dp.fid = 294743303) OR (dp.fid = 294743304) OR (dp.fid = 294743305) OR (dp.fid = 294743306) OR (dp.fid = 294743307) OR (dp.fid = 294743308) OR (dp.fid = 294743309) OR (dp.fid = 294743310) ) ORDER BY RAND() LIMIT 1

101 (418.90144348145): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp LEFT JOIN jos_experts as ex ON ex.id = dp.author LEFT JOIN jos_deeppockets as dp2 ON dp2.id = dp.fid WHERE dp.author != 0 AND dp.cat = 10 AND dp.published = 1 AND ( (dp.fid = 294743300) OR (dp.fid = 294743301) OR (dp.fid = 294743302) OR (dp.fid = 294743303) OR (dp.fid = 294743304) OR (dp.fid = 294743305) OR (dp.fid = 294743306) OR (dp.fid = 294743307) OR (dp.fid = 294743308) OR (dp.fid = 294743309) OR (dp.fid = 294743310) ) ORDER BY RAND() LIMIT 1

102 (72.002410888672): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

103 (44.822692871094): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

104 (46.014785766602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

105 (38.14697265625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

106 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

107 (42.915344238281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

108 (46.968460083008): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

109 (36.954879760742): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

110 (391.96014404297): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294787339 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294787339 AND type='deeppockets_item' AND published='1' LIMIT 1

111 (!!!!! 1097891.0923004): ( SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.video != '' AND dp.video_source != '' AND dp.cat = 10 AND dp.published = 1 AND dp.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) UNION ( SELECT dpa.id, dpa.name, dpa.title, dpa.video, dpa.video_source, dpa.created FROM jos_deeppockets_archive AS dpa WHERE dpa.video != '' AND dpa.video_source != '' AND dpa.cat = 10 AND dpa.published = 1 AND dpa.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

112 (!!!!! 1179043.0545807): ( SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.video != '' AND dp.video_source != '' AND dp.cat = 10 AND dp.published = 1 AND dp.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) UNION ( SELECT dpa.id, dpa.name, dpa.title, dpa.video, dpa.video_source, dpa.created FROM jos_deeppockets_archive AS dpa WHERE dpa.video != '' AND dpa.video_source != '' AND dpa.cat = 10 AND dpa.published = 1 AND dpa.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

113 (!!!!! 1128.1967163086): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800513 LIMIT 1

114 (216.00723266602): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800513 LIMIT 1

115 (!!!!! 1039.981842041): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800359 LIMIT 1

116 (171.89979553223): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800359 LIMIT 1

117 (862.12158203125): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800361 LIMIT 1

118 (61.03515625): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800361 LIMIT 1

119 (355.95893859863): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

120 (180.00602722168): SELECT name FROM jos_deeppockets WHERE id=1129

121 (119.92454528809): SELECT name FROM jos_deeppockets WHERE id=1129

122 (627.04086303711): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))1129((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

123 (588.17863464355): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))1129((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

124 (!!!!! 1267.9100036621): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

125 (87.976455688477): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

126 (490.18859863281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

127 (199.0795135498): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

128 (111.10305786133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

129 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

130 (!!!!! 1532.0777893066): SELECT jos_item.* FROM jos_item INNER JOIN jos_number ON jos_item.numberID=jos_number.id WHERE 1=1 AND (jos_item.imgMini<>'') AND jos_item.type='L' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (10) and jos_number.id in (select distinct jos_number.id from jos_number join jos_item on jos_item.numberid=jos_number.id where jos_item.type='P') ORDER BY (CONVERT(SUBSTRING(issue,1,2),SIGNED) + (CONVERT(SUBSTRING(issue,3,2),SIGNED)*100)) DESC LIMIT 0,1 ) ORDER BY RAND() DESC LIMIT 6

131 (164.03198242188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

132 (132.08389282227): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

133 (!!!!! 1600.980758667): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294787339 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294787339 AND type='deeppockets_item' AND published='1' LIMIT 1

134 (72.002410888672): select distinct links.* from jos_textlinks links join jos_textlinks_placement placement on links.id=placement.link_id where journal_id=(10) and (channel_id=1129 or channel_id is null)

135 (34.093856811523): select distinct links.* from jos_textlinks links join jos_textlinks_placement placement on links.id=placement.link_id where journal_id=(10) and (channel_id=1129 or channel_id is null)

136 (57.93571472168): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

137 (!!!!! 4389.0476226807): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

138 (168.80035400391): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294787339 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294787339 AND published='1' LIMIT 1

139 (139.95170593262): select jos_twitters.link from jos_twitters where cat=10

140 (41.007995605469): select jos_facebook.link from jos_facebook where cat=10

141 (58.889389038086): select jos_google_plus.link from jos_google_plus where cat=10

142 (38.14697265625): select jos_linkedin.link from jos_linkedin where cat=10

143 (308.03680419922): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

144 (!!!!! 3005.0277709961): insert into jos_banners_delta values (14615,'2025-04-29 15:35:03','3.144.12.160','view'),(14202,'2025-04-29 15:35:03','3.144.12.160','view'),(14203,'2025-04-29 15:35:03','3.144.12.160','view')

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