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Guerbet and IBM Watson Health to Jointly Develop AI Software

By MedImaging International staff writers
Posted on 16 Jul 2018

Image: Guerbet has signed an exclusive agreement to collaborate with IBM Watson Health and develop artificial intelligence (AI) software solutions that help detect, diagnose and treat liver cancer (Photo courtesy of Radiology Business).

Guerbet (Villepinte, France), which specializes in contrast agents and solutions for diagnostic and interventional medical imaging, has signed an agreement with IBM Watson Health (Cambridge, MA, USA) to jointly develop an artificial intelligence (AI) software solution for supporting liver cancer diagnostics and care.

Guerbet offers a comprehensive range of pharmaceutical products, medical devices and services for diagnostic and interventional imaging, to improve the diagnosis and treatment of patients. Watson Health is a business unit of IBM dedicated to the development and implementation of AI and data-driven technologies to tackle a wide range of the biggest healthcare challenges, including cancer, diabetes, drug discovery and more. Both the companies plan to co-develop innovative, clinical decision support solutions.

The first, called Watson Imaging Care Advisor for Liver, is planned to be a diagnostic support tool that will use AI to automate the detection, staging, tracking, monitoring, therapy prediction and therapy response of primary and secondary liver cancer for clinicians. Care Advisor for Liver will be designed to be compatible with the most common PACS visualization systems, making it easy to be integrated directly into the workflows of healthcare professionals.

Watson Imaging Care Advisor for Liver will be a part of a family of decision support tools powered by IBM Watson image analytics designed to inform radiologists' diagnostic decisions for their patients. These offerings are being developed with a shared objective to create insights derived from IBM Watson image analytics to help inform clinical decisions. The IBM Research team will also work on developing solutions leveraging prior research innovations.

"Liver cancer is a growing health concern globally, and the use of augmented intelligence by medical imaging is well-positioned to help address it," said Yves L'Epine, Guerbet's CEO. "We are proud to work with IBM Watson Health to develop a solution dedicated to liver disease, which could help make it possible for clinicians to make more informed characterizations of tissue without recourse to biopsy."

"We look forward to working with IBM Watson Health on Guerbet's first project aimed at better assisting radiologists with augmented intelligence," said François Nicolas, Chief Digital Officer at Guerbet. "This will help us grow our capabilities in AI to enable innovative solutions improving care pathways."

"Imaging is a critical area of healthcare where we believe artificial intelligence can be used to expand the physician's view so they can be more informed in their diagnostic and treatment decisions for their patients," said Anne Le Grand, Vice President of Imaging at Watson Health. "We are excited to bring together the significant respective expertise of IBM and Guerbet to advance innovation in this important field and ultimately help combat the challenge of liver cancer globally."

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69 (34.093856811523): SELECT id,name,sponsor_text FROM jos_deeppockets dp left outer join jos_channel_sponsor cs on dp.id=cs.fid WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id=217 ORDER BY `ordering`

70 (186.92016601562): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294774151 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (163.07830810547): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294774151 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (92.983245849609): 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`

73 (365.9725189209): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (94.175338745117): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (99.18212890625): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (124.93133544922): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (83.208084106445): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (114.91775512695): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (74.148178100586): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (92.983245849609): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (87.02278137207): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (!!!!! 2410.1734161377): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (92.029571533203): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (59.127807617188): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294774151 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (28.848648071289): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294774151 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (32.186508178711): 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`

90 (260.1146697998): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (76.055526733398): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (97.036361694336): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (58.889389038086): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (95.129013061523): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (136.13700866699): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (56.028366088867): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (75.101852416992): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (56.982040405273): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (97.990036010742): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (76.055526733398): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (!!!!! 1446.008682251): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

105 (106.8115234375): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

106 (66.995620727539): 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=294774151 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (56.028366088867): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive 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=294774151 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (306.84471130371): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

109 (108.00361633301): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

110 (55.074691772461): 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=294774151 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (514.03045654297): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive 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=294774151 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (522.85194396973): 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

113 (332.11708068848): 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

114 (77.009201049805): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

115 (46.014785766602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

116 (52.928924560547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

117 (46.968460083008): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

118 (70.095062255859): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

119 (36.954879760742): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

120 (62.942504882812): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

121 (53.167343139648): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

122 (558.85314941406): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294774151 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294774151 AND type='deeppockets_item' AND published='1' LIMIT 1

123 (!!!!! 607084.03587341): ( 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

124 (176.90658569336): ( 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

125 (183.10546875): 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

126 (125.88500976562): 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

127 (154.01840209961): 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

128 (129.93812561035): 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

129 (144.95849609375): 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

130 (124.93133544922): 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

131 (864.02893066406): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

132 (288.00964355469): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

133 (328.06396484375): SELECT name FROM jos_deeppockets WHERE id=217

134 (67.949295043945): SELECT name FROM jos_deeppockets WHERE id=217

135 (!!!!! 1078.1288146973): 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 '((;)|(^))217((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

136 (386.95335388184): 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 '((;)|(^))217((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

137 (884.05609130859): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

138 (923.15673828125): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

139 (430.82237243652): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

140 (362.15782165527): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

141 (201.94053649902): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

142 (164.98565673828): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

143 (!!!!! 1222.8488922119): 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

144 (412.94097900391): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

145 (97.990036010742): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

146 (807.04689025879): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294774151 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294774151 AND type='deeppockets_item' AND published='1' LIMIT 1

147 (957.01217651367): 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=217 or channel_id is null)

148 (740.05126953125): 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=217 or channel_id is null)

149 (540.97175598145): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

150 (!!!!! 1346.1112976074): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

151 (63.896179199219): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294774151 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294774151 AND published='1' LIMIT 1

152 (36.001205444336): select jos_twitters.link from jos_twitters where cat=10

153 (175.95291137695): select jos_facebook.link from jos_facebook where cat=10

154 (32.901763916016): select jos_google_plus.link from jos_google_plus where cat=10

155 (28.133392333984): select jos_linkedin.link from jos_linkedin where cat=10

156 (!!!!! 1143.9323425293): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

157 (!!!!! 2814.0544891357): insert into jos_banners_delta values (14615,'2025-06-18 04:14:32','216.73.216.120','view'),(14202,'2025-06-18 04:14:32','216.73.216.120','view'),(14203,'2025-06-18 04:14:32','216.73.216.120','view')

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