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New Real-Time Imaging AI Platform Unveiled

By MedImaging International staff writers
Posted on 29 Nov 2017

Lunit (Seoul, South Korea), an artificial intelligence (AI) powered medical image analysis software company, showcased the first live demonstration of the Lunit INSIGHT cloud-based AI solution for real-time image analysis at the 2017 Radiology Society of North America Annual Meeting (RSNA) held from November 26 through December 1 in Chicago.

Lunit develops advanced medical image analytics and novel imaging biomarkers via cutting-edge deep learning technology, in order to empower healthcare practitioners to make more accurate, consistent, and efficient clinical decisions. At this year’s RSNA, Lunit's exhibition booth was part of the "machine learning showcase," along with Google Cloud, NVIDIA, and other top exhibitors.

Lunit's AIs are trained using a huge collection of de-identified clinical data from its partner hospitals, and the company has directly used over 1 million well-curated high-quality case images in its research. Using the given image data, the AI algorithms are then specifically trained to detect target diseases or radiologic findings, including lung cancer, tuberculosis, pneumonia, pneumothorax, and breast cancer for chest X-ray and mammograms. Lunit's AI solutions have been proven to significantly increase the diagnostic performance of its users from non-radiology physicians to radiology experts by up to 20%.

The Lunit INSIGHT cloud-based imaging AI platform delivers its state-of-the-art AI models, with the chest X-ray solution being the first one to be unveiled. Lunit's chest X-ray solution detects major chest abnormalities, lung nodule/mass, consolidation, and pneumothorax, with an unprecedented high level of accuracy 一 97% standalone accuracy in nodule detection, 99% for consolidation and pneumothorax.

Lunit INSIGHT is currently available to the public, and users can upload their medical images online at the Lunit INSIGHT webpage. The AI analysis results appear in just a few seconds, including the level of abnormality as well as the visualization of the AI's attention map. Lunit's solutions will also be integrated into the systems of various companies including Nuance, EnvoyAI, and Infinitt Healthcare.

In addition to the chest X-ray solution, Lunit INSIGHT for Mammography for the detection of suspicious breast cancer lesions is in the final stages of development and is expected to be released for the public by the first quarter of 2018. The company is also developing similar solutions for digital breast tomosynthesis, chest CT, and coronary CT angiography.

"Lunit's vision is to develop advanced software for medical data analysis and interpretation that goes beyond the level of human vision," said Anthony S. Paek, CEO of Lunit. "In presenting Lunit INSIGHT, we hope to contribute in opening a new era of medical practice, by helping and empowering healthcare professionals to make more accurate, consistent, and efficient clinical decisions for the patients."

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75 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (79.154968261719): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294771669 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

77 (49.114227294922): 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`

78 (66.995620727539): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

90 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (115.15617370605): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

93 (95.844268798828): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

94 (81.062316894531): 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=294771669 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

95 (108.95729064941): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

96 (66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

97 (605.10635375977): 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=294771669 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

98 (658.03527832031): 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

99 (442.0280456543): 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

100 (123.97766113281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

101 (90.122222900391): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

102 (56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

103 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

104 (67.949295043945): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

105 (41.961669921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

106 (419.13986206055): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

107 (!!!!! 23704.051971436): 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

108 (163.07830810547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

109 (79.870223999023): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

110 (834.22660827637): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294771669 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294771669 AND type='deeppockets_item' AND published='1' LIMIT 1

111 (!!!!! 469406.12792969): ( 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

112 (159.97886657715): ( 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

113 (436.06758117676): 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

114 (61.988830566406): 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

115 (344.99168395996): 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

116 (47.922134399414): 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

117 (313.04359436035): 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

118 (44.107437133789): 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

119 (349.04479980469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

120 (148.77319335938): SELECT name FROM jos_deeppockets WHERE id=1107

121 (177.86026000977): SELECT name FROM jos_deeppockets WHERE id=1107

122 (632.04765319824): 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 '((;)|(^))1107((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

123 (606.06002807617): 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 '((;)|(^))1107((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

124 (90.837478637695): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

125 (63.896179199219): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

126 (!!!!! 12180.089950562): TRUNCATE TABLE jos_trademed_module

127 (159.97886657715): 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=294771669 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

128 (689.98336791992): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

129 (97.036361694336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

130 (104.90417480469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

131 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

132 (!!!!! 1760.0059509277): 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

133 (95.844268798828): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

134 (79.870223999023): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

135 (59.843063354492): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294771669 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294771669 AND type='deeppockets_item' AND published='1' LIMIT 1

136 (43.153762817383): 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=1107 or channel_id is null)

137 (180.95970153809): 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=1107 or channel_id is null)

138 (67.949295043945): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

139 (216.00723266602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

140 (89.883804321289): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294771669 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294771669 AND published='1' LIMIT 1

141 (186.92016601562): select jos_twitters.link from jos_twitters where cat=10

142 (36.001205444336): select jos_facebook.link from jos_facebook where cat=10

143 (36.001205444336): select jos_google_plus.link from jos_google_plus where cat=10

144 (36.954879760742): select jos_linkedin.link from jos_linkedin where cat=10

145 (321.86508178711): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

146 (!!!!! 1286.9834899902): insert into jos_banners_delta values (14615,'2025-04-29 15:43:41','3.144.23.53','view'),(14202,'2025-04-29 15:43:41','3.144.23.53','view'),(14203,'2025-04-29 15:43:41','3.144.23.53','view')

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