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Carestream Joins Zebra Medical Vision to Provide Access to AI Algorithms

By MedImaging International staff writers
Posted on 27 Nov 2017

Carestream Health (Rochester, NY, USA), a provider of medical imaging systems and IT solutions, has joined Zebra Medical Vision’s (Kibbutz Shefayim, Israel) AI1 campaign, which allows customers to pay a flat fee per scan for unlimited access to artificial intelligence (AI) algorithms. The new deep learning engine will be integrated into the Carestream Clinical Collaboration Platform offering to assist radiologists in delivering more comprehensive clinical services across a variety of clinical domains.

Zebra Medical Vision uses AI and deep learning to create and provide next generation products and services for the healthcare industry. The company’s Imaging Analytics Platform can automatically detect various medical findings in imaging scans. Its current capabilities include automatic detection of liver, lung, cardiovascular and bone disease, with new capabilities covering breast and lung cancer, brain trauma, hypertension and other clinical areas being constantly released.

By integrating Zebra-Med’s findings into the Diagnostic Carestream Workstation, radiologists can seamlessly include them in their reading and reporting workflow. This automated assistance results in a more comprehensive, quantitative and consistent reporting, thereby improving the output of radiologists and assisting in an overall improvement in patient care.
“We have been successfully collaborating with Zebra for the past year, and this marks another important milestone in our ability to deliver the broadest AI solution in the market today to both existing and new customers,” said Ludovic D’Aprea, Global GM of Healthcare Information Solutions for Carestream.

“Carestream is a leader in Radiology solutions across many countries where the AI1 solution can make a significant impact on patient care,” added Elad Benjamin, Co-Founder and CEO of Zebra Medical Vision. “We’re excited by the opportunities this provides to empower radiologists and help them meet the day-to-day challenges they face.”

Carestream also sponsored the Machine Learning Showcase at the 2017 edition of the Radiological Society of North America’s annual meeting (RSNA) held in Chicago from November 26 to December 1.

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79 (40.054321289062): 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 (47.922134399414): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (52.213668823242): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

90 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (63.180923461914): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

95 (51.975250244141): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

96 (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 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=294771610 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

97 (148.77319335938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

98 (102.99682617188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

99 (357.15103149414): 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=294771610 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

100 (568.86672973633): 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 (422.00088500977): 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 (77.962875366211): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

103 (56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

104 (116.82510375977): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

105 (39.815902709961): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

106 (54.836273193359): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

107 (36.001205444336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

108 (58.174133300781): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

109 (36.954879760742): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

110 (391.00646972656): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294771610 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294771610 AND type='deeppockets_item' AND published='1' LIMIT 1

111 (!!!!! 580534.93499756): ( 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 (110.14938354492): ( 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 (321.86508178711): 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 (44.107437133789): 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 (190.01960754395): 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 (36.954879760742): 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 (111.10305786133): 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 (36.001205444336): 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 (296.83113098145): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

120 (113.96408081055): SELECT name FROM jos_deeppockets WHERE id=1107

121 (36.001205444336): SELECT name FROM jos_deeppockets WHERE id=1107

122 (458.0020904541): 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 '((;)|(^))1107((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

123 (397.92060852051): 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 '((;)|(^))1107((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

124 (66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

125 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

126 (211.95411682129): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

127 (50.067901611328): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

128 (52.928924560547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

129 (40.054321289062): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

130 (!!!!! 1061.9163513184): 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 (74.863433837891): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

132 (66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

133 (51.021575927734): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294771610 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294771610 AND type='deeppockets_item' AND published='1' LIMIT 1

134 (435.11390686035): 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=1107 or channel_id is null)

135 (93.936920166016): 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=1107 or channel_id is null)

136 (32.186508178711): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

137 (353.09791564941): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

138 (54.836273193359): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771610 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771610 AND published='1' LIMIT 1

139 (62.942504882812): select jos_twitters.link from jos_twitters where cat=10

140 (26.941299438477): select jos_facebook.link from jos_facebook where cat=10

141 (27.179718017578): select jos_google_plus.link from jos_google_plus where cat=10

142 (26.941299438477): select jos_linkedin.link from jos_linkedin where cat=10

143 (450.84953308105): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

144 (!!!!! 2065.1817321777): insert into jos_banners_delta values (14615,'2025-04-29 21:47:22','3.139.237.218','view'),(14202,'2025-04-29 21:47:22','3.139.237.218','view'),(14203,'2025-04-29 21:47:22','3.139.237.218','view')

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