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AAPM 2025 - 67th Annual Meeting & Exhibition of the American Association of Physicists in Medicine

Fully Automated CAD Application Successful in Onsite Liver Tumor Segmentation Competition

By MedImaging International staff writers
Posted on 01 Oct 2008

In a recent medical imaging competition, a fully automated liver segmentation application was able to correctly and consistently identify and segment 30 liver lesions representing a range of patients and pathologies.

Definiens (Munich, Germany) placed first in the 2008 Liver Tumor Segmentation Grand Challenge's live contest, organized by the International Society of Medical Image Computing and Computer-Assisted Interventions (MICCAI), held at New York University (New York, NY, USA) in September 2008.

Against a field of the world's leading research groups in the area of liver lesion segmentation, Definiens' fully automated computer-aided detection (CAD) application outperformed all other methods, including the interactive ones, and received the live competition's highest scores.

Definiens' applications accurately and consistently identified and segmented liver lesions in a series of computed tomography (CT) images from various patients. Overall, the Grand Challenge compared the brain lesion, coronary tracking, and liver-lesion segmentation techniques of 36 industry and academic teams. The performance of the liver-lesion segmentation techniques was evaluated using a set of comprehensive measures, including tumor surface area and volume.

Definiens' automatic analysis was compared against manual segmentations performed by several experienced radiologists. The success of the Definiens team in the competition followed an impressive third placing in the fully automated category of the MICCAI Segmentation of the Liver Competition 2007 (SLIVER07). Successive victories in the challenging MICCAI contests provide further validation for Definiens' pioneering semi- and fully-automated CAD applications.

"It is always a boost to receive clinical and scientific recognition for our exciting work in automated image analysis and our strong finish speaks to the innovation behind Definiens' technology,” said Frank P. Klein, VP of Medical Imaging at Definiens. "We are currently developing CAD applications for a variety of challenging cancer targets, including lung, liver, and lymph nodes.”

A striking rise in the volume of digital images to be analyzed has accompanied the increasingly prevalent use of sophisticated medical imaging systems in cancer diagnostics. Automated CAD applications can assist in overcoming the logistical logjams that are created by a shortage of clinical radiologists, and support healthcare providers in offering patients earlier, more accurate detection and treatment.

Definiens' CAD applications employ contextual information to identify lesions and tumors smaller than the human eye can detect. The company's first commercially available CAD application will be released to European customers in early 2009, and will subsequently be submitted for U.S. Food and Drug Administration (FDA) approval for the United States market.

By automating image analysis, Definiens supports healthcare providers in analyzing and interpreting vast numbers of digital images accurately and consistently. The system improves the analysis of tissue samples and non-invasive imaging, enabling translational medicine, from early diagnosis to personalized treatment.

Definiens interprets images on every scale, from microscopic cell structures to satellite images. The Definiens Cognition Network Technology is an advanced and robust context-based technology designed to fulfill the image analysis requirements of the medical, life science, and earth science markets. The technology is modeled on the powerful human cognitive perception processes to extract intelligence from images. Definiens provides organizations with fast image analysis results, allowing deeper insights enabling better business decisions.

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60 (48.87580871582): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

61 (76.055526733398): select cover from jos_number where journalid in (5) and cover is not null order by left(issue,2)+right(issue,2)*12 desc limit 1

62 (460.86311340332): SELECT fid FROM jos_deeppockets WHERE id=294720519 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294720519 AND published='1' LIMIT 1

63 (275.1350402832): 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=216 ORDER BY `ordering`

64 (42.915344238281): select jos_twitters.link from jos_twitters where cat=10

65 (87.976455688477): select jos_facebook.link from jos_facebook where cat=10

66 (46.968460083008): select jos_google_plus.link from jos_google_plus where cat=10

67 (30.040740966797): select jos_linkedin.link from jos_linkedin where cat=10

68 (46.014785766602): SELECT fid FROM jos_deeppockets WHERE id=294720519 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294720519 AND published='1' LIMIT 1

69 (39.100646972656): 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=216 ORDER BY `ordering`

70 (286.81755065918): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294720519 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (214.0998840332): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294720519 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (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`

73 (51.021575927734): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (62.942504882812): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294720519 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (30.994415283203): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294720519 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (31.948089599609): 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 (65.088272094727): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (47.922134399414): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (100.13580322266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

105 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

106 (54.121017456055): 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=294720519 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (47.206878662109): 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=294720519 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (72.002410888672): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

109 (53.882598876953): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

110 (50.067901611328): 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=294720519 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (499.96376037598): 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=294720519 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (580.0724029541): 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 (384.80758666992): 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 (73.909759521484): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

115 (54.121017456055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

116 (151.8726348877): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

117 (60.081481933594): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

118 (82.015991210938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

119 (115.87142944336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

120 (60.081481933594): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

121 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

122 (308.99047851562): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

123 (!!!!! 22889.137268066): SELECT * FROM jos_deeppockets WHERE jos_deeppockets.cat = 10 AND jos_deeppockets.type = 'deeppockets_item' AND jos_deeppockets.published = 1 AND jos_deeppockets.created + INTERVAL 14 DAY >= NOW() ORDER BY jos_deeppockets.hits DESC LIMIT 7

124 (634.90867614746): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294720519 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294720519 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 7752.8953552246): ( 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

126 (66.995620727539): ( 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

127 (66.995620727539): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803337 LIMIT 1

128 (34.809112548828): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803337 LIMIT 1

129 (39.100646972656): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803276 LIMIT 1

130 (39.100646972656): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803276 LIMIT 1

131 (321.86508178711): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294803276 LIMIT 1

132 (55.074691772461): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294803276 LIMIT 1

133 (40.054321289062): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294802958 LIMIT 1

134 (36.954879760742): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294802958 LIMIT 1

135 (515.93780517578): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (317.81196594238): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (221.01402282715): SELECT name FROM jos_deeppockets WHERE id=216

138 (34.093856811523): SELECT name FROM jos_deeppockets WHERE id=216

139 (573.15826416016): 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 '((;)|(^))216((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

140 (536.91864013672): 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 '((;)|(^))216((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

142 (52.213668823242): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

143 (!!!!! 11656.999588013): TRUNCATE TABLE jos_trademed_module

144 (112.05673217773): 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=294720519 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (80.108642578125): 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=294720519 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (665.90309143066): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (77.009201049805): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (82.969665527344): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

149 (66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

150 (!!!!! 1482.9635620117): 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

151 (124.21607971191): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

152 (64.13459777832): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

153 (53.882598876953): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294720519 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294720519 AND type='deeppockets_item' AND published='1' LIMIT 1

154 (611.0668182373): 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=216 or channel_id is null)

155 (53.882598876953): 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=216 or channel_id is null)

156 (49.114227294922): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

157 (87.02278137207): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

158 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294720519 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294720519 AND published='1' LIMIT 1

159 (90.837478637695): select jos_twitters.link from jos_twitters where cat=10

160 (40.054321289062): select jos_facebook.link from jos_facebook where cat=10

161 (37.908554077148): select jos_google_plus.link from jos_google_plus where cat=10

162 (38.14697265625): select jos_linkedin.link from jos_linkedin where cat=10

163 (292.77801513672): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14202,14203)

164 (!!!!! 1957.893371582): insert into jos_banners_delta values (14202,'2025-06-22 18:55:21','216.73.216.120','view'),(14203,'2025-06-22 18:55:21','216.73.216.120','view')

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