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MRI

Image: 	Examples of deep Shapley additive explanations (SHAP) overlay images (Photo courtesy of the Radiological Society of North America)

Automated AI System Quickly and Accurately Sifts through Breast MRIs to Rule out Cancer in Dense Breasts

An automated system that uses artificial intelligence (AI) can quickly and accurately sift through breast MRIs in women with dense breasts to eliminate those without cancer, freeing up radiologists to focus on more complex cases. More...
08 Oct 2021
Image: The Swoop low-field pMRI device (Photo courtesy of HyperFine Research)

POC MRI Helps Evaluate Intracerebral Hemorrhage

A new study confirms that portable magnetic resonance imaging (pMRI) can scan for intracerebral hemorrhage (ICH) at the point-of-care (POC). More...
09 Sep 2021
Radcal
Image: GradCAM color maps colors showing tumor prediction (Photo courtesy of WUSTL)

MRI AI Model Classifies Common Intracranial Tumors

An artificial intelligence (AI) 3D model is capable of classifying a brain tumor as one of six common types from a single magnetic resonance imaging (MRI) scan, claims a new study. More...
07 Sep 2021
Illustration

New Artificial Intelligence Technology Poised to Transform Heart Imaging

A new artificial intelligence (AI) technology for heart imaging can potentially improve care for patients, allowing doctors to examine their hearts for scar tissue while eliminating the need for contrast injections required for traditional cardiovascular magnetic resonance imaging (MRI). More...
02 Sep 2021
Image: STAGE’s 10 qualitative and six quantitative image outputs (Photo courtesy of SpinTech)

MRI Post-Processing Platform Visualizes Entire Brain in Minutes

A new magnetic resonance imaging (MRI) software platform enables comprehensive, quantitative brain imaging with enhanced visualization in significantly less time than conventional approaches. More...
29 Aug 2021
Image: Combining Artificial Intelligence with 30 Second MRI Scan Predicts Health of Placenta (Photo courtesy of King`s College London)

Combining Artificial Intelligence with 30 Second MRI Scan Predicts Health of Placenta

Researchers have proposed a machine learning method that predicts the health of the placenta from a 30 second MRI scan. More...
27 Aug 2021
Image: A VR coloring game helps learn to remain still during an MRI (Photo courtesy of Reimagine Well)

Virtual Reality Game Improves Patient MRI Compliance

A game played using a virtual reality (VR) headset helps patients undergoing a magnetic resonance imaging (MRI) scan fulfil stillness requirements and overcome their fears. More...
19 Aug 2021
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MedImaging's MRI channel in addition to reporting on MR hardware, informs about the many magnetic resonance applications possible with the technique notably MRI, fMRI, diffusion MRI, MR angiography, MR guided surgery, in addition to industry developments, and safety issues.
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13 (349.99847412109): SELECT *, created AS date_article FROM jos_deeppockets_archive WHERE 1=1 AND cat=10 AND fid=212 AND (type='deeppockets_item' OR type='content' OR type='deeppockets_item_link') AND published='1' ORDER BY `created` DESC, id DESC LIMIT 210,30
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15 (!!!!! 3227.9491424561): 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=212 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=212 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3
16 (!!!!! 1657.0091247559): 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=212 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3
17 (!!!!! 1770.9732055664): 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=212 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3
18 (!!!!! 7848.0243682861): SELECT id,name,title,ordering FROM jos_deeppockets WHERE cat=10 AND name NOT LIKE "---%" AND TYPE='file_folder' AND published=1 AND ordering > 2 ORDER BY `ordering` LIMIT 0,1
19 (!!!!! 5939.9604797363): SELECT id,name,title FROM jos_deeppockets WHERE 1=1 AND cat=10 AND name LIKE "---%" AND ordering > 2 AND ordering < 3 AND TYPE='file_folder' AND published=1 ORDER BY `ordering`
20 (62.942504882812): SELECT id,name,title FROM jos_deeppockets WHERE 1=1 AND cat=10 AND name LIKE "---%" AND ordering > 2 AND ordering < 3 AND TYPE='file_folder' AND published=1 ORDER BY `ordering`
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22 (96.08268737793): 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
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37 (258.20732116699): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294789514 LIMIT 1
38 (37.193298339844): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294789514 LIMIT 1
39 (201.94053649902): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294789514 LIMIT 1
40 (34.093856811523): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294789514 LIMIT 1
41 (263.92936706543): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294789385 LIMIT 1
42 (55.074691772461): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294789385 LIMIT 1
43 (263.92936706543): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294789385 LIMIT 1
44 (53.882598876953): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294789385 LIMIT 1
45 (255.10787963867): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294789445 LIMIT 1
46 (37.193298339844): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294789445 LIMIT 1
47 (188.11225891113): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294789445 LIMIT 1
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50 (34.093856811523): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294789347 LIMIT 1
51 (181.91337585449): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294789347 LIMIT 1
52 (31.948089599609): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294789347 LIMIT 1
53 (77.962875366211): 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'
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55 (75.101852416992): 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`
56 (58.889389038086): select jos_twitters.link from jos_twitters where cat=10
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61 (63.180923461914): 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`
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63 (49.829483032227): SELECT show_live FROM jos_com_show_setting LIMIT 1
64 (43.869018554688): SELECT show_live FROM jos_com_show_setting LIMIT 1
65 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1
66 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1
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70 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1
71 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1
72 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1
73 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1
74 (45.061111450195): SELECT show_live FROM jos_com_show_setting LIMIT 1
75 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1
76 (86.069107055664): 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`
77 (70.810317993164): SELECT show_live FROM jos_com_show_setting LIMIT 1
78 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1
79 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1
80 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1
81 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1
82 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1
83 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1
84 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1
85 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1
86 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1
87 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1
88 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1
89 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1
90 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1
91 (819.92149353027): 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
92 (559.09156799316): 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
93 (327.11029052734): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`
94 (!!!!! 26455.163955688): 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
95 (!!!!! 522936.82098389): ( 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
96 (93.936920166016): ( 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
97 (77.009201049805): 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
98 (44.822692871094): 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
99 (70.095062255859): 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
100 (40.054321289062): 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
101 (39.100646972656): 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
102 (36.001205444336): 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
103 (79.154968261719): SELECT name FROM jos_deeppockets WHERE id=212
104 (38.862228393555): SELECT name FROM jos_deeppockets WHERE id=212
105 (783.92028808594): 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((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3
106 (582.93342590332): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))212((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3
107 (!!!!! 7838.0107879639): TRUNCATE TABLE jos_trademed_module
108 (!!!!! 1462.9364013672): 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
109 (58.889389038086): 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)
110 (41.961669921875): 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)
111 (54.121017456055): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1
112 (57.93571472168): select jos_twitters.link from jos_twitters where cat=10
113 (41.007995605469): select jos_facebook.link from jos_facebook where cat=10
114 (42.915344238281): select jos_google_plus.link from jos_google_plus where cat=10
115 (42.915344238281): select jos_linkedin.link from jos_linkedin where cat=10
116 (342.84591674805): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)
117 (!!!!! 1731.1573028564): insert into jos_banners_delta values (14615,'2025-05-01 10:03:27','18.119.129.134','view'),(14202,'2025-05-01 10:03:27','18.119.129.134','view'),(14203,'2025-05-01 10:03:27','18.119.129.134','view')