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27 Jul 2025 - 30 Jul 2025

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

Earlier Alzheimer's Diagnosis Using Automated MRI Technique

By MedImaging staff writers
Posted on 28 Jul 2008

Image: Color-enhanced coronal MRI image of the brain, showing the regions of the brain most severely affected in Alzheimer’s disease (Photo courtesy of Living Art Enterprises).

An automated system for measuring brain tissue combined with magnetic resonance imaging (MRI) can help clinicians more effectively diagnose Alzheimer's disease (AD) at an earlier stage, according to new research.

In AD, nerve cell death and tissue loss cause all areas of the brain, particularly the hippocampus region, to shrink. Utilizing MRI with high spatial resolution allows radiologists to visualize slight anatomic changes in the brain that signal atrophy, or shrinkage. But the conventional practice for measuring brain tissue volume with MRI, called segmentation, is a complicated, lengthy process, according to the researchers, who published their study in the July 2008, issue of the journal Radiology.

"Visually evaluating the atrophy of the hippocampus is not only difficult and prone to subjectivity, it is time-consuming,” explained the study's lead author, Olivier Colliot, Ph.D, from the Cognitive Neuroscience and Brain Imaging Laboratory (Paris, France). "As a result, it hasn't become part of clinical routine.”

In the study, the researchers used an automated segmentation process with computer software developed in their laboratory by Marie Chupin, Ph.D., to measure the volume of the hippocampus in 25 patients with Alzheimer's disease, 24 patients with mild cognitive impairment, and 25 healthy older adults. The MRI volume measurements were then compared with those reported in studies of similar patient groups using the visual, or manual, segmentation method.

The researchers found a significant reduction in hippocampal volume in both the AD and cognitively impaired patients when compared to the healthy adults. Alzheimer's patients and those with mild cognitive impairment had a median volume loss in the hippocampus of 32% and 19%, respectively. Studies utilizing manual segmentation methods have reported similar results. "The performance of automated segmentation is not only similar to that of the manual method, it is much faster,” Dr. Colliot said. "It can be performed within a few minutes versus an hour.”

One of the goals of modern neuroimaging is to help in the early and accurate diagnosis of Alzheimer's disease, which can be challenging. When the disease is diagnosed early, drug treatment can help improve or stabilize patient symptoms. "Combined with other clinical and neuropsychological evaluations, automated segmentation of the hippocampus on MR images can contribute to a more accurate diagnosis of Alzheimer's disease,” Dr. Colliot said.

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Cognitive Neuroscience and Brain Imaging Laboratory

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65 (30.040740966797): select jos_facebook.link from jos_facebook where cat=10

66 (31.948089599609): 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 (45.061111450195): SELECT fid FROM jos_deeppockets WHERE id=292960000 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=292960000 AND published='1' LIMIT 1

69 (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=212 ORDER BY `ordering`

70 (267.02880859375): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=292960000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (250.10108947754): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=292960000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (37.908554077148): 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 (65.088272094727): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (51.975250244141): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (47.922134399414): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=292960000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (26.941299438477): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=292960000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (30.994415283203): 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 (79.870223999023): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (56.028366088867): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

105 (41.961669921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

106 (48.87580871582): 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=292960000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (45.061111450195): 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=292960000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (73.19450378418): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

109 (56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

110 (61.03515625): 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=292960000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (581.02607727051): 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=292960000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (590.08598327637): 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 (358.10470581055): 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=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

115 (43.869018554688): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

116 (46.968460083008): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

117 (39.100646972656): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

118 (43.153762817383): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

119 (36.001205444336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

120 (61.988830566406): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

121 (46.968460083008): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

122 (298.02322387695): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

123 (!!!!! 22040.128707886): 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 (532.15026855469): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=292960000 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=292960000 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 7068.1571960449): ( 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 (104.90417480469): ( 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 (294.92378234863): 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 (63.896179199219): 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 (469.92301940918): 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 (40.054321289062): 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 (233.88862609863): 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 (40.054321289062): 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 (213.8614654541): 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 (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

135 (581.02607727051): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (430.82237243652): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (196.93374633789): SELECT name FROM jos_deeppockets WHERE id=212

138 (32.901763916016): SELECT name FROM jos_deeppockets WHERE id=212

139 (566.00570678711): 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 '((;)|(^))212((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

140 (562.19100952148): 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 '((;)|(^))212((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (69.141387939453): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

142 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

143 (!!!!! 10280.847549438): TRUNCATE TABLE jos_trademed_module

144 (98.943710327148): 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=292960000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (52.213668823242): 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=292960000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (987.05291748047): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (83.208084106445): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (65.088272094727): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

149 (45.061111450195): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

150 (!!!!! 1121.997833252): 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 (56.982040405273): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

152 (42.915344238281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

153 (40.054321289062): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=292960000 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=292960000 AND type='deeppockets_item' AND published='1' LIMIT 1

154 (34.093856811523): 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=212 or channel_id is null)

155 (32.186508178711): 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=212 or channel_id is null)

156 (32.901763916016): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

157 (115.15617370605): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

158 (62.942504882812): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=292960000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=292960000 AND published='1' LIMIT 1

159 (110.86463928223): select jos_twitters.link from jos_twitters where cat=10

160 (27.894973754883): select jos_facebook.link from jos_facebook where cat=10

161 (30.040740966797): select jos_google_plus.link from jos_google_plus where cat=10

162 (33.140182495117): select jos_linkedin.link from jos_linkedin where cat=10

163 (400.06637573242): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

164 (!!!!! 1156.8069458008): insert into jos_banners_delta values (14615,'2025-06-30 08:33:46','216.73.216.249','view'),(14202,'2025-06-30 08:33:46','216.73.216.249','view'),(14203,'2025-06-30 08:33:46','216.73.216.249','view')

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