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Novel AI Technology to Revolutionize Cancer Detection in Dense Breasts

By MedImaging International staff writers
Posted on 26 Feb 2024

Almost half of the women aged 40 and above possess dense breast tissue, which increases their susceptibility to breast cancer. More...

The challenge in detecting cancer in these women arises because both dense tissue and cancer appear white on mammograms, leading to a 50% miss rate for cancers in this group. Dense breasts are found in over 40% of women, with a higher prevalence in Black, Asian, and Jewish populations, thus elevating their cancer risk due to genetic factors. Now, an artificial intelligence (AI) technology based on a shape recognition algorithm that can “see through” dense breast tissue offers hope for millions of women whose dense breast tissue masks cancer on mammograms.

DeepLook Medical (New Haven, CT, USA) has pioneered the first AI technology platform designed to visualize suspicious masses in women with dense breasts. This software named DL Precise integrates smoothly with existing imaging systems, enhancing workflow efficiency with simple features like one-click measurement, segmentation, and visualization. DL Precise leverages the company’s unique shape-recognition software to precisely define tumor shapes, which is crucial for accurate diagnosis.

DL Precise is compatible with various imaging techniques such as mammography, ultrasound, CT, and MRI. It features a single-click deterministic algorithm for precise lesion segmentation, thereby boosting workflow productivity. This software, which has received FDA clearance, has recently been introduced into the commercial market through strategic alliances with key channel partners, including Barco (Kortrijk, Belgium). DeepLook is also incorporating additional AI advancements to further improve the effectiveness and scope of its patented technology.

"Our innovative AI technology is a game-changer in the field, offering a streamlined solution for early detection across multiple imaging modalities," said Marissa Fayer, CEO of DeepLook Medical.

“This technology addresses a significant unmet need in medical imaging, enabling rapid and accurate lesion segmentation, measurement, and visualization” says Dirk Feyants, Executive Vice President of Diagnostic Imaging at Barco. “Combined with our displays’ excellent image quality, this tool offers a new layer of confidence to breast radiologists. We are proud to lead the way with DeepLook Medical in offering breast radiologists the essential tools they require to enhance their patients' well-being."

Related Links:
DeepLook Medical
Barco

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63 (650.16746520996): SELECT fid FROM jos_deeppockets WHERE id=294800375 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294800375 AND published='1' LIMIT 1

64 (59.127807617188): 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=211 ORDER BY `ordering`

65 (53.167343139648): select jos_twitters.link from jos_twitters where cat=10

66 (36.001205444336): select jos_facebook.link from jos_facebook where cat=10

67 (36.001205444336): select jos_google_plus.link from jos_google_plus where cat=10

68 (33.855438232422): select jos_linkedin.link from jos_linkedin where cat=10

69 (44.107437133789): SELECT fid FROM jos_deeppockets WHERE id=294800375 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294800375 AND published='1' LIMIT 1

70 (40.054321289062): 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=211 ORDER BY `ordering`

71 (483.03604125977): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294800375 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (349.04479980469): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294800375 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (47.922134399414): 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`

74 (80.108642578125): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (49.114227294922): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (60.081481933594): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294800375 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (36.954879760742): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294800375 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (41.961669921875): 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`

91 (68.902969360352): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (97.036361694336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

106 (61.03515625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

107 (69.141387939453): 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=294800375 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (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_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=294800375 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (101.08947753906): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

110 (62.942504882812): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

111 (61.988830566406): 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=294800375 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (734.09080505371): 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=294800375 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (724.07722473145): 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 (458.0020904541): 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

115 (156.16416931152): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

116 (80.108642578125): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

117 (82.015991210938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

118 (58.174133300781): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

119 (59.843063354492): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

120 (50.067901611328): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

121 (92.029571533203): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

122 (59.843063354492): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

123 (440.83595275879): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

124 (!!!!! 30364.990234375): 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

125 (633.95500183105): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294800375 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294800375 AND type='deeppockets_item' AND published='1' LIMIT 1

126 (!!!!! 10962.963104248): ( 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' AND dp.id NOT IN (294804816,294804739,294804722,294804707,294804668,294804602) 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' AND dpa.id NOT IN (294804816,294804739,294804722,294804707,294804668,294804602) ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

127 (129.93812561035): ( 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' AND dp.id NOT IN (294804816,294804739,294804722,294804707,294804668,294804602) 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' AND dpa.id NOT IN (294804816,294804739,294804722,294804707,294804668,294804602) ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

128 (49.829483032227): 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 = 294803337 LIMIT 1

130 (52.928924560547): 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 (72.002410888672): 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

132 (426.05400085449): 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 (41.961669921875): 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

134 (42.200088500977): 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 (34.093856811523): 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

136 (608.92105102539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (421.04721069336): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

138 (45.061111450195): SELECT name FROM jos_deeppockets WHERE id=211

139 (36.001205444336): SELECT name FROM jos_deeppockets WHERE id=211

140 (762.939453125): 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 '((;)|(^))211((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (616.78886413574): 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 '((;)|(^))211((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

142 (115.15617370605): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

143 (69.856643676758): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

144 (!!!!! 12704.133987427): TRUNCATE TABLE jos_trademed_module

145 (121.8318939209): 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=294800375 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (77.009201049805): 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=294800375 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

147 (628.94821166992): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (73.909759521484): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

149 (75.101852416992): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

150 (58.889389038086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

151 (!!!!! 1582.145690918): 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

152 (81.062316894531): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

153 (61.988830566406): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

154 (47.922134399414): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294800375 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294800375 AND type='deeppockets_item' AND published='1' LIMIT 1

155 (63.180923461914): 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=211 or channel_id is null)

156 (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=211 or channel_id is null)

157 (38.14697265625): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

158 (81.062316894531): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

159 (58.889389038086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294800375 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294800375 AND published='1' LIMIT 1

160 (43.869018554688): select jos_twitters.link from jos_twitters where cat=10

161 (34.093856811523): select jos_facebook.link from jos_facebook where cat=10

162 (35.04753112793): select jos_google_plus.link from jos_google_plus where cat=10

163 (34.809112548828): select jos_linkedin.link from jos_linkedin where cat=10

164 (324.96452331543): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

165 (!!!!! 1641.0350799561): insert into jos_banners_delta values (14615,'2025-08-02 15:10:25','216.73.216.210','view'),(14202,'2025-08-02 15:10:25','216.73.216.210','view'),(14203,'2025-08-02 15:10:25','216.73.216.210','view')

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