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New AI Platform Helps Radiologists Diagnose Stroke Faster Using CT Scans

By MedImaging International staff writers
Posted on 18 Dec 2018

A new artificial intelligence- (AI) driven stroke detection solution could help radiologists detect and diagnose stroke faster than ever, resulting in patients receiving lifesaving treatment when time is of the essence. More...

Infervision (Beijing, China), a tech company that uses deep learning and AI to assist and improve medical image analysis, has launched the AI-CT Stroke Screening System. The new technology assists doctors in determining whether the patients have suffered either a hemorrhagic (bleeding) stroke or an ischemic (blood clot) stroke, in order to provide effective and faster treatment.

In hemorrhagic stroke patients, the AI-CT Stroke Screening System technology assists doctors in accurately and quickly determining whether a bleeding-type stroke has occurred, how much blood volume is involved, and the bleed location - all of which are crucial for deciding treatment options. In ischemic strokes, doctors typically use MRI scans for diagnosis, especially in the early stages of the stroke. However, this can often pose a problem as MRIs are not always available around the clock, and also require additional time for preparation and scanning. With the Infervision platform, doctors can take scans using the much more readily available CT machines and use the AI technology to reach a faster diagnosis and save more brain tissue through faster and more appropriate treatment.

In order to develop this diagnostic capability, the Infervision platform applied deep learning technology and trained several thousands of datasets of annotated medical images. The Infervision platform is currently being tested by radiologists at Beijing Tian Tan Hospital to diagnose the type, location, and severity of a patient's stroke. In addition to the AI-CT Stroke Screening System, Infervision had earlier introduced a platform to aid radiologists in reading chest CT and X-ray scans for detecting lung cancer and other cardiothoracic diseases. Known as AI-CT Lung Screening System and AI-DR Lung Screening System, the technology has been in use for more than a year at several top hospitals in China, which is witnessing a huge demand for radiology diagnoses along with a scarcity of radiologists. Infervision's technology improves the efficiency of radiologists by reducing the time required to read each CT and X-ray scan and enabling the doctors to focus their attention on malignant lesions or nodules.

"Stroke is the third leading cause of death and the leading cause of permanent disability and loss of independent life-years in Western countries. At Infervision, we are committed to helping doctors speed their diagnosis of stroke so patients can get the best and most appropriate treatment as fast as possible. We have built a deep learning algorithm team of almost 100 people fully committed to developing the most cutting-edge AI solutions to make this a reality," said Kuan Chen (CK), founder and CEO of Infervision. "This can be life changing for many patients."

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61 (!!!!! 2564.1918182373): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

62 (103.95050048828): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

63 (202.89421081543): 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

64 (607.01370239258): SELECT fid FROM jos_deeppockets WHERE id=294776137 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294776137 AND published='1' LIMIT 1

65 (67.949295043945): 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=217 ORDER BY `ordering`

66 (!!!!! 4161.8347167969): select jos_twitters.link from jos_twitters where cat=10

67 (104.90417480469): select jos_facebook.link from jos_facebook where cat=10

68 (41.961669921875): select jos_google_plus.link from jos_google_plus where cat=10

69 (36.001205444336): select jos_linkedin.link from jos_linkedin where cat=10

70 (66.995620727539): SELECT fid FROM jos_deeppockets WHERE id=294776137 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294776137 AND published='1' LIMIT 1

71 (47.922134399414): 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=217 ORDER BY `ordering`

72 (586.03286743164): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294776137 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (349.04479980469): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294776137 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

74 (55.074691772461): 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`

75 (74.148178100586): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (29.802322387695): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (128.98445129395): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294776137 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (33.855438232422): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294776137 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

91 (37.193298339844): 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`

92 (!!!!! 3449.9168395996): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (90.122222900391): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (46.968460083008): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (48.160552978516): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (29.802322387695): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (46.968460083008): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

106 (99.897384643555): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

107 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

108 (55.789947509766): 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=294776137 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (530.95817565918): 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=294776137 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

110 (!!!!! 2840.0421142578): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

111 (88.930130004883): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

112 (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.id=294776137 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (546.93222045898): 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=294776137 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

114 (741.00494384766): 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 (465.15464782715): 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

116 (96.08268737793): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

117 (61.988830566406): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

118 (64.849853515625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

119 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

120 (53.882598876953): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

121 (41.961669921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

122 (43.869018554688): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

123 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

124 (298.02322387695): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

125 (!!!!! 44928.073883057): 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

126 (633.95500183105): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294776137 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294776137 AND type='deeppockets_item' AND published='1' LIMIT 1

127 (!!!!! 21968.126296997): ( 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 (91.075897216797): ( 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

129 (113.96408081055): 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 (67.949295043945): 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

131 (116.10984802246): 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 (67.949295043945): 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

133 (508.06999206543): 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 (108.00361633301): 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

135 (108.95729064941): 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 (136.13700866699): 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

137 (!!!!! 1867.0558929443): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

138 (879.04930114746): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

139 (177.86026000977): SELECT name FROM jos_deeppockets WHERE id=217

140 (144.95849609375): SELECT name FROM jos_deeppockets WHERE id=217

141 (!!!!! 7540.9412384033): 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 '((;)|(^))217((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

142 (759.12475585938): 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 '((;)|(^))217((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

143 (87.02278137207): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

144 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

145 (!!!!! 6056.0703277588): TRUNCATE TABLE jos_trademed_module

146 (!!!!! 3422.9755401611): 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=294776137 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

147 (169.03877258301): 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=294776137 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

148 (624.8950958252): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

149 (138.0443572998): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

150 (62.227249145508): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

151 (43.153762817383): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

152 (!!!!! 1438.8561248779): 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

153 (91.075897216797): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

154 (51.975250244141): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

155 (49.114227294922): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294776137 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294776137 AND type='deeppockets_item' AND published='1' LIMIT 1

156 (42.200088500977): 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=217 or channel_id is null)

157 (36.954879760742): 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=217 or channel_id is null)

158 (47.922134399414): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

159 (104.90417480469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

160 (68.187713623047): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294776137 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294776137 AND published='1' LIMIT 1

161 (131.13021850586): select jos_twitters.link from jos_twitters where cat=10

162 (40.054321289062): select jos_facebook.link from jos_facebook where cat=10

163 (36.954879760742): select jos_google_plus.link from jos_google_plus where cat=10

164 (35.04753112793): select jos_linkedin.link from jos_linkedin where cat=10

165 (380.03921508789): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14202,14203)

166 (!!!!! 1240.0150299072): insert into jos_banners_delta values (14202,'2025-08-04 10:54:18','216.73.216.210','view'),(14203,'2025-08-04 10:54:18','216.73.216.210','view')

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