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Imaging IT

Deep learning-based AI software drops prostate MRI read times by 56% (Photo courtesy of Freepik)

Artificial Intelligence Software Cuts Prostate MRI Read Times by 56%

A new study has found that AI software can decrease false positive reports of clinically significant prostate cancer while also reducing radiologist read times. More...
08 May 2023
The Unfold AI prostate cancer management platform enables more personalized and precise treatments (Photo courtesy of Avenda Health)

AI Platform Analyzes Data from Prostate Imaging, Biopsies and Pathology to Identify Tumor Location

An FDA-approved prostate cancer management platform combines patient-specific data from prostate imaging, biopsies, and pathology into deep-learning algorithms to create a personalized cancer estimation map. More...
01 May 2023
Radcal
Image: The new Medical Imaging Suite makes healthcare imaging data more accessible, interoperable and useful (Photo courtesy of Google Cloud)

New Google Cloud Medical Imaging Suite Makes Imaging Healthcare Data More Accessible

Google Cloud has announced its Medical Imaging Suite, a new industry solution makes imaging healthcare data more accessible, interoperable and useful. More...
06 Oct 2022
Illustration

RSNA 2021 Offers Artificial Intelligence (AI) Showcase for Companies Exhibiting Latest in Medical Imaging AI

The RSNA 107th Scientific Assembly and Annual Meeting, the world’s largest annual radiology forum, will be offering the popular Artificial Intelligence (AI) Showcase, a dedicated hub for the latest in medical imaging artificial intelligence (AI). More...
25 Oct 2021
Illustration

Novel Ultrasound Technology Using AI Algorithms Has Potential to Achieve 100 Times Greater Sensitivity

A novel ultrasound technology, using patented hardware, software, and artificial intelligence (AI) algorithms could deliver 100 times higher sensitivity than other ultrasound systems in the market. More...
25 Oct 2021
Image: V8 high-end ultrasound system (Photo courtesy of Samsung Electronics Co., Ltd.)

Samsung Introduces New High-End Ultrasound System 'V8' with Artificial Intelligence (AI) Functions

NeuroLogica Corp., (Danvers, MA, USA), the US healthcare subsidiary of Samsung Electronics Co., Ltd. (Suwon-si, South Korea), has launched the V8, a high-end ultrasound system that provides enhanced image quality, usability and convenience for ultrasound professionals. More...
15 Oct 2021
Illustration

Global AI in Medical Diagnostics Market to Be Driven by Demand for Image Recognition in Radiology

The global artificial intelligence (AI) in medical diagnostics market is expanding with early disease detection being one of its key applications and image recognition becoming a compelling consumer proposition that is driving AI players to zealously invest in deploying AI in radiology. More...
12 Oct 2021
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The Imaging IT Channel of MedImaging speaks the language of PACS, RIS, and DICOM, and other healthcare IT elements without which contemporary clinical imaging would be impossible.
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13 (!!!!! 1008.0337524414): SELECT *, created AS date_article FROM jos_deeppockets WHERE 1=1 AND cat=10 AND fid=216 AND (type='deeppockets_item' OR type='content' OR type='deeppockets_item_link') AND published='1' ORDER BY `created` DESC, id DESC LIMIT 0,30
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15 (!!!!! 11200.189590454): 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='P' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (10) and jos_item.fid=216 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 ) AND (jos_number.channelID=216 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3
16 (!!!!! 2438.0683898926): 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='P' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (5) 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 ) AND (jos_number.channelID=216 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3
17 (!!!!! 7735.013961792): 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='P' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (5) 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 ) AND (jos_number.channelID=216 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3
18 (!!!!! 21837.949752808): SELECT id,name,title,ordering FROM jos_deeppockets WHERE cat=10 AND name NOT LIKE "---%" AND TYPE='file_folder' AND published=1 AND ordering > 6 ORDER BY `ordering` LIMIT 0,1
19 (!!!!! 16844.987869263): SELECT id,name,title FROM jos_deeppockets WHERE 1=1 AND cat=10 AND name LIKE "---%" AND ordering > 6 AND ordering < 7 AND TYPE='file_folder' AND published=1 ORDER BY `ordering`
20 (51.975250244141): SELECT id,name,title FROM jos_deeppockets WHERE 1=1 AND cat=10 AND name LIKE "---%" AND ordering > 6 AND ordering < 7 AND TYPE='file_folder' AND published=1 ORDER BY `ordering`
21 (74.148178100586): SELECT id, title, module, position, content, showtitle, params FROM jos_modules AS m INNER JOIN jos_modules_menu AS mm ON mm.moduleid = m.id WHERE m.published = 1 AND m.access <= 0 AND m.client_id != 1 AND ( mm.menuid = 0 OR mm.menuid = 99999999 ) ORDER BY ordering
22 (87.02278137207): SELECT conference_items.channel_id, conference_items.tracking_code FROM conference_items LEFT JOIN conference_groups ON conference_groups.id = conference_items.group_id LEFT JOIN jos_deeppockets ON jos_deeppockets.id = conference_items.channel_id LEFT JOIN jos_journal ON jos_journal.cat = jos_deeppockets.cat AND jos_journal.real = 1 AND jos_journal.directory IS NOT NULL WHERE 1 = 1 ORDER BY conference_items.id
23 (!!!!! 1139.1639709473): SELECT *, created AS date_article FROM jos_deeppockets WHERE 1=1 AND id=294797098 AND type='deeppockets_item' AND published='1' LIMIT 0,1
24 (630.14030456543): SELECT *, created AS date_article FROM jos_deeppockets_archive WHERE 1=1 AND id=294797098 AND type='deeppockets_item' AND published='1' LIMIT 0,1
25 (318.05038452148): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294797105 LIMIT 1
26 (43.153762817383): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294797105 LIMIT 1
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28 (763.89312744141): SELECT *, created AS date_article FROM jos_deeppockets_archive WHERE 1=1 AND id=294797002 AND type='deeppockets_item' AND published='1' LIMIT 0,1
29 (!!!!! 1446.008682251): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294797011 LIMIT 1
30 (45.061111450195): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294797011 LIMIT 1
31 (!!!!! 2289.0567779541): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294794844 LIMIT 1
32 (989.91394042969): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294794844 LIMIT 1
33 (638.00811767578): SELECT *, created AS date_article FROM jos_deeppockets WHERE 1=1 AND id=294790250 AND type='deeppockets_item' AND published='1' LIMIT 0,1
34 (616.78886413574): SELECT *, created AS date_article FROM jos_deeppockets_archive WHERE 1=1 AND id=294790250 AND type='deeppockets_item' AND published='1' LIMIT 0,1
35 (!!!!! 1087.9039764404): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790259 LIMIT 1
36 (44.822692871094): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790259 LIMIT 1
37 (!!!!! 1825.8094787598): SELECT *, created AS date_article FROM jos_deeppockets WHERE 1=1 AND id=294790247 AND type='deeppockets_item' AND published='1' LIMIT 0,1
38 (854.9690246582): SELECT *, created AS date_article FROM jos_deeppockets_archive WHERE 1=1 AND id=294790247 AND type='deeppockets_item' AND published='1' LIMIT 0,1
39 (459.19418334961): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790255 LIMIT 1
40 (57.93571472168): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790255 LIMIT 1
41 (610.8283996582): SELECT *, created AS date_article FROM jos_deeppockets WHERE 1=1 AND id=294790151 AND type='deeppockets_item' AND published='1' LIMIT 0,1
42 (!!!!! 2954.9598693848): SELECT *, created AS date_article FROM jos_deeppockets_archive WHERE 1=1 AND id=294790151 AND type='deeppockets_item' AND published='1' LIMIT 0,1
43 (543.83277893066): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790155 LIMIT 1
44 (68.187713623047): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790155 LIMIT 1
45 (449.18060302734): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790086 LIMIT 1
46 (68.187713623047): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790086 LIMIT 1
47 (68.902969360352): SELECT a.* FROM jos_components AS a WHERE ( a.admin_menu_link = 'option=com_syndicate' OR a.admin_menu_link = 'option=com_syndicate&hidemainmenu=1' ) AND a.option = 'com_syndicate'
48 (!!!!! 1435.9951019287): 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
49 (!!!!! 15818.119049072): 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=216 ORDER BY `ordering`
50 (!!!!! 6611.1087799072): select jos_twitters.link from jos_twitters where cat=10
51 (!!!!! 3926.9924163818): select jos_facebook.link from jos_facebook where cat=10
52 (!!!!! 7991.0755157471): select jos_google_plus.link from jos_google_plus where cat=10
53 (!!!!! 2759.9334716797): select jos_linkedin.link from jos_linkedin where cat=10
54 (677.10876464844): 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=216 ORDER BY `ordering`
55 (767.94624328613): 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`
56 (!!!!! 7574.0814208984): SELECT show_live FROM jos_com_show_setting LIMIT 1
57 (!!!!! 7923.1262207031): SELECT show_live FROM jos_com_show_setting LIMIT 1
58 (!!!!! 6047.9640960693): SELECT show_live FROM jos_com_show_setting LIMIT 1
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60 (!!!!! 8074.0451812744): SELECT show_live FROM jos_com_show_setting LIMIT 1
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63 (!!!!! 7837.0571136475): SELECT show_live FROM jos_com_show_setting LIMIT 1
64 (!!!!! 8233.7856292725): SELECT show_live FROM jos_com_show_setting LIMIT 1
65 (!!!!! 7695.198059082): SELECT show_live FROM jos_com_show_setting LIMIT 1
66 (!!!!! 7792.9496765137): SELECT show_live FROM jos_com_show_setting LIMIT 1
67 (!!!!! 8064.0316009521): SELECT show_live FROM jos_com_show_setting LIMIT 1
68 (!!!!! 7789.8502349854): SELECT show_live FROM jos_com_show_setting LIMIT 1
69 (!!!!! 8270.9789276123): SELECT show_live FROM jos_com_show_setting LIMIT 1
70 (!!!!! 7240.0569915771): 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`
71 (!!!!! 7390.9759521484): SELECT show_live FROM jos_com_show_setting LIMIT 1
72 (!!!!! 8094.7875976562): SELECT show_live FROM jos_com_show_setting LIMIT 1
73 (!!!!! 8666.0385131836): SELECT show_live FROM jos_com_show_setting LIMIT 1
74 (!!!!! 6344.0799713135): SELECT show_live FROM jos_com_show_setting LIMIT 1
75 (!!!!! 8666.9921875): SELECT show_live FROM jos_com_show_setting LIMIT 1
76 (!!!!! 7919.0731048584): SELECT show_live FROM jos_com_show_setting LIMIT 1
77 (!!!!! 7847.785949707): SELECT show_live FROM jos_com_show_setting LIMIT 1
78 (!!!!! 7972.9557037354): SELECT show_live FROM jos_com_show_setting LIMIT 1
79 (!!!!! 7823.9440917969): SELECT show_live FROM jos_com_show_setting LIMIT 1
80 (!!!!! 8014.9173736572): SELECT show_live FROM jos_com_show_setting LIMIT 1
81 (!!!!! 7835.865020752): SELECT show_live FROM jos_com_show_setting LIMIT 1
82 (!!!!! 7956.9816589355): SELECT show_live FROM jos_com_show_setting LIMIT 1
83 (!!!!! 7868.0515289307): SELECT show_live FROM jos_com_show_setting LIMIT 1
84 (!!!!! 8010.1490020752): SELECT show_live FROM jos_com_show_setting LIMIT 1
85 (!!!!! 4973.8883972168): 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
86 (!!!!! 14688.968658447): 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
87 (272.98927307129): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`
88 (!!!!! 207038.87939453): 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
89 (!!!!! 1655317.0681): ( 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
90 (83.92333984375): ( 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
91 (326.87187194824): 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
92 (397.92060852051): 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
93 (!!!!! 2490.0436401367): 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
94 (148.05793762207): 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
95 (108.00361633301): 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
96 (985.86082458496): 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
97 (321.1498260498): SELECT name FROM jos_deeppockets WHERE id=216
98 (187.87384033203): SELECT name FROM jos_deeppockets WHERE id=216
99 (653.02848815918): 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 '((;)|(^))216((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3
100 (487.8044128418): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))216((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3
101 (!!!!! 15330.076217651): TRUNCATE TABLE jos_trademed_module
102 (!!!!! 1644.1345214844): 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
103 (795.12596130371): 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=216 or channel_id is null)
104 (!!!!! 2600.9082794189): 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=216 or channel_id is null)
105 (!!!!! 3007.8887939453): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1
106 (65.803527832031): select jos_twitters.link from jos_twitters where cat=10
107 (29.802322387695): select jos_facebook.link from jos_facebook where cat=10
108 (38.862228393555): select jos_google_plus.link from jos_google_plus where cat=10
109 (33.855438232422): select jos_linkedin.link from jos_linkedin where cat=10
110 (401.02005004883): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)
111 (!!!!! 5918.9796447754): insert into jos_banners_delta values (14615,'2025-04-29 10:39:31','3.15.151.234','view'),(14202,'2025-04-29 10:39:31','3.15.151.234','view'),(14203,'2025-04-29 10:39:31','3.15.151.234','view')