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Expo RadiographyMRIUltrasoundNuclear MedicineGeneral/Advanced ImagingImaging IT

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New AI Software Reconstructs Images in Real-Time

Scientists at Cambridge Consultants have developed an Artificial Intelligence (AI) technology that creates clear, undistorted views of the real world from a damaged or obscured moving image. Based on recent advances in deep learning, the solution named DeepRay has the power to see clearly in difficult, unpredictable situations and could transform numerous machine vision and imaging applications, from autonomous driving to empowering healthcare professionals with more accurate medical imaging.

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25 Dec 2018

Cancer Detection Technology Built on AI Receives FDA Clearance

A new deep-learning cancer detection software solution for digital breast tomosynthesis (DBT) has received clearance from the US FDA for commercial sales and clinical use in US. The solution named ProFound AI is built on artificial intelligence (AI) and has been developed by iCAD, Inc, a provider of cancer detection and therapy solutions.

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25 Dec 2018

Launch of AI Incubator to Stimulate Innovation and Drive Adoption

MEDNAX, Inc, and MEDNAX Radiology Solutions has launched the MEDNAX Radiology Solutions Artificial Intelligence (MDR-AI) Incubator, which brings together radiologists, a rich clinical dataset, and a select group of technology partners to stimulate innovation and product development in radiology, thereby improving radiologist’s accuracy and efficiency and quality of patient care.

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18 Dec 2018

In Other News

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15 (!!!!! 4077.9113769531): 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=217 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=217 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3

16 (!!!!! 2148.1513977051): 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=217 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3

17 (!!!!! 1916.8853759766): 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=217 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3

18 (!!!!! 8274.0783691406): SELECT id,name,title,ordering FROM jos_deeppockets WHERE cat=10 AND name NOT LIKE "---%" AND TYPE='file_folder' AND published=1 AND ordering > 7 ORDER BY `ordering` LIMIT 0,1

19 (!!!!! 8302.9270172119): SELECT id,name,title FROM jos_deeppockets WHERE 1=1 AND cat=10 AND name LIKE "---%" AND ordering > 7 AND TYPE='file_folder' AND published=1 ORDER BY `ordering`

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22 (126.83868408203): 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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41 (337.12387084961): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294776133 LIMIT 1

42 (66.995620727539): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294776133 LIMIT 1

43 (313.04359436035): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294776131 LIMIT 1

44 (60.081481933594): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294776131 LIMIT 1

45 (381.9465637207): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294776131 LIMIT 1

46 (60.796737670898): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294776131 LIMIT 1

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48 (56.982040405273): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294776130 LIMIT 1

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50 (65.088272094727): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294776130 LIMIT 1

51 (76.055526733398): 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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54 (38.14697265625): select jos_twitters.link from jos_twitters where cat=10

55 (28.848648071289): select jos_facebook.link from jos_facebook where cat=10

56 (30.040740966797): select jos_google_plus.link from jos_google_plus where cat=10

57 (29.087066650391): select jos_linkedin.link from jos_linkedin where cat=10

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62 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

63 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

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70 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

71 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

72 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

73 (92.983245849609): SELECT show_live FROM jos_com_show_setting LIMIT 1

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75 (!!!!! 3437.0422363281): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (151.15737915039): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

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80 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

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82 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (535.01129150391): 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

90 (341.17698669434): 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

91 (237.94174194336): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

92 (!!!!! 39786.100387573): 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

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96 (43.869018554688): 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

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98 (43.153762817383): 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

99 (51.021575927734): 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

100 (43.869018554688): 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

101 (70.810317993164): SELECT name FROM jos_deeppockets WHERE id=217

102 (40.054321289062): SELECT name FROM jos_deeppockets WHERE id=217

103 (748.1575012207): 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

104 (586.03286743164): 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

105 (!!!!! 9616.1365509033): TRUNCATE TABLE jos_trademed_module

106 (!!!!! 1505.8517456055): 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

107 (73.909759521484): 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)

108 (43.869018554688): 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)

109 (43.153762817383): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

110 (42.915344238281): select jos_twitters.link from jos_twitters where cat=10

111 (70.095062255859): select jos_facebook.link from jos_facebook where cat=10

112 (36.001205444336): select jos_google_plus.link from jos_google_plus where cat=10

113 (36.001205444336): select jos_linkedin.link from jos_linkedin where cat=10

114 (368.11828613281): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

115 (!!!!! 1302.95753479): insert into jos_banners_delta values (14615,'2025-05-02 11:43:42','18.118.147.65','view'),(14202,'2025-05-02 11:43:42','18.118.147.65','view'),(14203,'2025-05-02 11:43:42','18.118.147.65','view')

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Google Tests AI Algorithm to Help Detect Metastatic Breast Cancers

Breast Tomosynthesis Detects More Cancers than Mammography

Study Finds AI and Radiologists Achieve Better Results Together

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AI-Based Approach Reduces False Positives in Mammography

Global DR Detectors Market to Reach USD 2.7 Billion by 2026

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Breast Cancer Screening Machine Learning Software Receives CE Mark

Scientists Use Machine Learning and MRI Scans to Predict Learning Difficulties

Utilization of X-Ray Mammography Systems Expected to Increase

Compact Devices Emerge As Segment of Ultrasound Market

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