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AI-Enabled Tool Rapidly Assesses Abnormal Lung Conditions from Ultrasound Images at POC

By MedImaging International staff writers
Posted on 06 Apr 2023

Ultrasound scans show B-lines as vivid vertical lines that indicate the presence of moisture in the lungs, indicating pulmonary air-space diseases such as congestive heart failure, chronic obstructive pulmonary disease, pneumonia, and COVID-19. More...

The traditional method of manually and subjectively counting of B-lines frequently leads to inconsistent interpretations. Now, a groundbreaking AI-enabled Auto B-line Counter can now simplify the assessment of adults suspected of having reduced lung function by healthcare professionals, allowing them to make informed treatment decisions swiftly at the point of care.

Butterfly Network, Inc.’s (Burlington, MA, USA) Auto B-line Counter uses advanced deep learning technology to generate a B-line count from a six-second ultrasound clip. The Auto B-line Counter algorithm employs the cutting-edge instant percent counting method, which assigns numbers to confluent B-lines based on the percentage of rib space they occupy. It also counts individual B-lines, making this approach more dependable than the conventional method of counting individual lines.

Using the Auto B-line Counter, trained providers can easily position the probe and obtain a dependable numerical count directly on their screen. To create and train its AI algorithms, Butterfly Network employs its secure Butterfly Cloud, which enables access to over 3.5 million ultrasound cines that have been de-identified. These data inputs are gathered from hundreds of locations across all 50 states of the United States, providing the potential for a diverse and extensive range of ages, genders, body mass indices, ethnicities, and races.

"Our goal at Butterfly is to give healthcare practitioners, and eventually consumers, a real time full color, annotated, window into the human body. Applying AI to make ultrasound easier to use is core to Butterfly, and will enable powerful ultrasound to be in the palm of more clinician's hands, across specialities, to monitor, assess, and prescribe treatments in a more informed way," said Dr. Jonathan Rothberg, Butterfly Network’s Founder and Interim Chief Executive Officer. "Our AI-enabled Auto B-line Counter empowers providers to assess lung conditions faster and with more confidence – and in turn, will aid in earlier detection, diagnosis, and treatment of cardiovascular diseases, a leading cause of death globally, taking nearly 18 million lives each year."

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61 (87.02278137207): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

62 (147.81951904297): 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

63 (690.93704223633): SELECT fid FROM jos_deeppockets WHERE id=294796750 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294796750 AND published='1' LIMIT 1

64 (66.041946411133): 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=214 ORDER BY `ordering`

65 (66.995620727539): select jos_twitters.link from jos_twitters where cat=10

66 (49.114227294922): select jos_facebook.link from jos_facebook where cat=10

67 (46.014785766602): select jos_google_plus.link from jos_google_plus where cat=10

68 (67.949295043945): select jos_linkedin.link from jos_linkedin where cat=10

69 (64.849853515625): SELECT fid FROM jos_deeppockets WHERE id=294796750 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294796750 AND published='1' LIMIT 1

70 (51.021575927734): 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=214 ORDER BY `ordering`

71 (455.14106750488): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294796750 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (389.09912109375): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294796750 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (58.889389038086): 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 (73.909759521484): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (45.061111450195): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (43.869018554688): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (46.968460083008): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (91.075897216797): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (87.02278137207): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294796750 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (42.915344238281): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294796750 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (52.213668823242): 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 (76.055526733398): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (42.200088500977): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (147.10426330566): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

106 (75.101852416992): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

107 (90.122222900391): 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=294796750 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (74.148178100586): 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=294796750 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (120.16296386719): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

110 (77.962875366211): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

111 (75.101852416992): 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=294796750 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (720.02410888672): 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=294796750 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (754.83322143555): 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 (514.03045654297): 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 (164.98565673828): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

116 (100.85105895996): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

117 (76.055526733398): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

118 (59.127807617188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

119 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

120 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

121 (69.856643676758): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

122 (56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

123 (399.82795715332): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

124 (!!!!! 29203.89175415): 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 (667.09518432617): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294796750 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294796750 AND type='deeppockets_item' AND published='1' LIMIT 1

126 (!!!!! 10210.990905762): ( 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 (117.06352233887): ( 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

128 (82.015991210938): 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 (45.061111450195): 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 (76.055526733398): 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 (41.007995605469): 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 (365.9725189209): 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 (79.154968261719): 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 (52.928924560547): 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 (37.193298339844): 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 (610.8283996582): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (472.06878662109): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

138 (58.889389038086): SELECT name FROM jos_deeppockets WHERE id=214

139 (64.13459777832): SELECT name FROM jos_deeppockets WHERE id=214

140 (734.80606079102): 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 '((;)|(^))214((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (623.94142150879): 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 '((;)|(^))214((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

142 (144.00482177734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

143 (78.916549682617): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

144 (!!!!! 10968.923568726): TRUNCATE TABLE jos_trademed_module

145 (130.89179992676): 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=294796750 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (83.208084106445): 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=294796750 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

147 (667.09518432617): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (79.154968261719): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

149 (123.97766113281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

150 (76.055526733398): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

151 (!!!!! 1574.0394592285): 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 (92.983245849609): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

153 (63.896179199219): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

154 (66.995620727539): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294796750 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294796750 AND type='deeppockets_item' AND published='1' LIMIT 1

155 (51.021575927734): 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=214 or channel_id is null)

156 (66.041946411133): 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=214 or channel_id is null)

157 (68.902969360352): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

158 (91.075897216797): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

159 (60.081481933594): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294796750 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294796750 AND published='1' LIMIT 1

160 (54.121017456055): select jos_twitters.link from jos_twitters where cat=10

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

162 (39.815902709961): select jos_google_plus.link from jos_google_plus where cat=10

163 (38.862228393555): select jos_linkedin.link from jos_linkedin where cat=10

164 (337.83912658691): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14202,14203)

165 (!!!!! 5083.0841064453): insert into jos_banners_delta values (14202,'2025-08-04 04:16:57','216.73.216.210','view'),(14203,'2025-08-04 04:16:57','216.73.216.210','view')

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