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Imaging Modality Combining Ultrasound and Supercomputing Could Revolutionize Breast Cancer Detection

By MedImaging International staff writers
Posted on 17 May 2022

Breast cancer is the most frequently diagnosed type of tumor in the world, with 2.3 million women diagnosed in 2020 and 700,000 deaths due to this disease that same year. Early detection is therefore essential, since, if successful, survival at five years after diagnosis is as high as 90%. Mammography is one of the most widely used methods to detect breast cancer and has saved millions of lives. However, there are studies that claim that it can give false positives and alert of a possible tumor that is not found later in the screening phase. Now, a new imaging modality aims to improve breast cancer diagnosis and potentially replace mammograms.

The Barcelona Supercomputing Center (BSC, Barcelona, Spain) is coordinating QUSTom (Quantitative Ultrasound Stochastic Tomography), a new European project that aims to introduce a new medical imaging modality based for the first time on ultrasound and supercomputing, which will complement or even replace current techniques that use X-rays such as mammograms. The consortium brings together physicists, engineers, exploitation experts and radiologists with the aim of applying the technology to patients for radiation-free, accurate and scalable breast cancer diagnosis. The technology will be completely safe for patients as it does not use any type of radiation. It will also offer a superior image quality and better monitoring of tumors, among other advantages.

The algorithms that will be developed to obtain the medical images will offer two types of images simultaneously: the image of the patient's tissue, and the image of its associated uncertainty, which shows, pixel by pixel, how reliable the information is. The project also incorporates concepts such as multimodal imaging and real 3D imaging, which is an unprecedented combination in ultrasound breast imaging. These algorithms, which will be developed using supercomputers within the BSC, will be inspired by others that have proven effective in completely different research areas such as the analysis of the earth's subsurface.

"QUSTom poses an excellent opportunity to bring ultrasound imaging to the next level. Interestingly enough, the revolution that we propose comes, not just from an extraordinary imaging device, but from the imaging algorithms used to generate unprecedented ultrasound images. Images that we can fairly compare to those obtained with MRI,” said BSC researcher and project coordinator Josep de la Puente. "We are very ambitious and plan for validation of the technology within the project's lifetime. We are also working on a roadmap towards its actual exploitation, we don't want this technology sitting in the lab. We are leaving no stone unturned towards satisfying what is, in our eyes, an urgent need for the female population worldwide. The challenge is huge but all of our partners and associates are extraordinarily committed and motivated towards our mission."

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62 (515.93780517578): 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=294792950 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

63 (!!!!! 1432.8956604004): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

64 (!!!!! 10469.913482666): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

65 (!!!!! 13667.106628418): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

66 (!!!!! 3930.8071136475): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

67 (!!!!! 1353.9791107178): 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

68 (!!!!! 1275.0625610352): SELECT fid FROM jos_deeppockets WHERE id=294792950 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294792950 AND published='1' LIMIT 1

69 (103.95050048828): 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=215 ORDER BY `ordering`

70 (679.01611328125): select jos_twitters.link from jos_twitters where cat=10

71 (37.908554077148): select jos_facebook.link from jos_facebook where cat=10

72 (440.83595275879): select jos_google_plus.link from jos_google_plus where cat=10

73 (206.94732666016): select jos_linkedin.link from jos_linkedin where cat=10

74 (339.98489379883): SELECT fid FROM jos_deeppockets WHERE id=294792950 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294792950 AND published='1' LIMIT 1

75 (402.21214294434): 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=215 ORDER BY `ordering`

76 (!!!!! 1060.0090026855): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294792950 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

77 (!!!!! 1859.9033355713): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294792950 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

78 (316.85829162598): 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`

79 (!!!!! 7696.1517333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (!!!!! 7957.935333252): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (!!!!! 7942.9149627686): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (!!!!! 7902.8606414795): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (!!!!! 7876.1577606201): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (!!!!! 7974.1477966309): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (!!!!! 7030.9638977051): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (!!!!! 8503.9138793945): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (!!!!! 8201.1222839355): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (!!!!! 7952.9285430908): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (!!!!! 3907.2036743164): SELECT show_live FROM jos_com_show_setting LIMIT 1

90 (!!!!! 6737.9474639893): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (!!!!! 13081.073760986): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (!!!!! 5686.9983673096): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (!!!!! 11729.955673218): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294792950 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

94 (!!!!! 4166.841506958): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294792950 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

95 (!!!!! 11727.094650269): 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`

96 (!!!!! 7432.9376220703): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (!!!!! 7711.8873596191): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (!!!!! 8133.1729888916): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (!!!!! 3334.9990844727): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (!!!!! 8499.1455078125): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (!!!!! 7995.8438873291): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (!!!!! 3834.0091705322): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (!!!!! 3386.9743347168): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (866.88995361328): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (!!!!! 2685.7852935791): SELECT show_live FROM jos_com_show_setting LIMIT 1

106 (99.897384643555): SELECT show_live FROM jos_com_show_setting LIMIT 1

107 (118.01719665527): SELECT show_live FROM jos_com_show_setting LIMIT 1

108 (72.956085205078): SELECT show_live FROM jos_com_show_setting LIMIT 1

109 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

110 (!!!!! 1435.9951019287): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

111 (!!!!! 6165.9812927246): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

112 (!!!!! 3460.8840942383): 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=294792950 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (!!!!! 1208.0669403076): 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=294792950 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

114 (!!!!! 3161.1919403076): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

115 (!!!!! 3262.0429992676): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

116 (529.05082702637): 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=294792950 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

117 (!!!!! 1819.8490142822): 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=294792950 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

118 (!!!!! 1057.1479797363): 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=294792932 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

119 (511.16943359375): 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=294792932 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

120 (583.17184448242): 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

121 (437.97492980957): 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

122 (63.896179199219): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

123 (67.949295043945): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

124 (58.174133300781): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

125 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

126 (64.13459777832): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

127 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

128 (318.05038452148): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

129 (!!!!! 169255.01823425): 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

130 (!!!!! 7001.8768310547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

131 (192.16537475586): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

132 (776.05247497559): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294792950 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294792950 AND type='deeppockets_item' AND published='1' LIMIT 1

133 (!!!!! 1529375.0762939): ( 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

134 (!!!!! 975098.13308716): ( 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

135 (100.13580322266): 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

136 (43.153762817383): 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

137 (65.088272094727): 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

138 (30.040740966797): 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

139 (40.054321289062): 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

140 (29.087066650391): 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

141 (756.02531433105): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

142 (538.11073303223): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

143 (346.89903259277): SELECT name FROM jos_deeppockets WHERE id=215

144 (150.91896057129): SELECT name FROM jos_deeppockets WHERE id=215

145 (555.03845214844): 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 '((;)|(^))215((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

146 (540.97175598145): 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 '((;)|(^))215((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

147 (!!!!! 1540.8992767334): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

148 (205.99365234375): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

149 (!!!!! 22291.18347168): TRUNCATE TABLE jos_trademed_module

150 (214.81513977051): 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=294792950 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

151 (!!!!! 5001.0681152344): 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=294792950 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

152 (!!!!! 1437.9024505615): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

153 (270.12825012207): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

154 (667.09518432617): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

155 (!!!!! 2416.8491363525): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

156 (!!!!! 2851.9630432129): 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

157 (59.127807617188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

158 (42.200088500977): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

159 (396.0132598877): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294792950 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294792950 AND type='deeppockets_item' AND published='1' LIMIT 1

160 (40.054321289062): 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=0 or channel_id is null)

161 (28.848648071289): 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=0 or channel_id is null)

162 (66.041946411133): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

163 (!!!!! 3065.824508667): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

164 (54.121017456055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294792950 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294792950 AND published='1' LIMIT 1

165 (121.11663818359): select jos_twitters.link from jos_twitters where cat=10

166 (77.009201049805): select jos_facebook.link from jos_facebook where cat=10

167 (854.9690246582): select jos_google_plus.link from jos_google_plus where cat=10

168 (59.843063354492): select jos_linkedin.link from jos_linkedin where cat=10

169 (347.13745117188): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

170 (!!!!! 1976.0131835938): insert into jos_banners_delta values (14615,'2025-05-02 11:57:06','3.148.221.78','view'),(14202,'2025-05-02 11:57:06','3.148.221.78','view'),(14203,'2025-05-02 11:57:06','3.148.221.78','view')

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