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Groundbreaking AI Solution Automatically Detects Abnormalities in Chest X-Rays

By MedImaging International staff writers
Posted on 24 Oct 2023

In the medical imaging landscape where around 1. More...

5 billion of the world's 3.5 billion X-rays every year are of the chest, accurate analysis is crucial. Artificial intelligence (AI) can play an important role in improving the accuracy of medical imaging analysis, particularly given the shortage of radiologists. Now, a revolutionary AI solution that uses deep learning algorithms to detect abnormalities in chest X-rays could become a game changer. The technology automatically identifies, categorizes, and highlights suspicious areas, assisting medical professionals in making accurate assessments while reducing their workload.

DeepTek Medical Imaging’s (Maharashtra, India) Chest X-ray AI differs from traditional point AI solutions which identify a specific pathology due to its ability to cover the entire chest area. It offers insights into a wide array of issues, including those related to the lungs, pleura, heart, and even foreign objects or hardware in the chest area. This solution works seamlessly with a variety of X-ray devices, ranging from those in hospitals to mobile, portable, handheld, and ultra-portable units. This adaptability makes it a highly versatile tool. The AI technology speeds up the decision-making process by detecting and locating suspicious lesions in chest X-rays that are essential for diagnosing conditions like lung infections, cancers, and chronic lung diseases. Already, more than half a million individuals have been screened for tuberculosis using DeepTek's Chest X-ray Analyzer.

"DeepTek CXR Analyzer v1.0 is a game-changer, reducing radiologist workload by an impressive 30-50%,” said Dr. Amit Kharat, Co-Founder of DeepTek.ai. “With FDA clearance, we're not only accessing the vast US healthcare market but also impacting lives globally. By swiftly identifying lung abnormalities and offering precise mapping, we're unlocking a world of possibilities for improved outcomes across various medical specialties."

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64 (50.067901611328): 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=211 ORDER BY `ordering`

65 (50.067901611328): select jos_twitters.link from jos_twitters where cat=10

66 (33.140182495117): select jos_facebook.link from jos_facebook where cat=10

67 (31.948089599609): select jos_google_plus.link from jos_google_plus where cat=10

68 (30.040740966797): select jos_linkedin.link from jos_linkedin where cat=10

69 (33.140182495117): SELECT fid FROM jos_deeppockets WHERE id=294799065 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294799065 AND published='1' LIMIT 1

70 (31.948089599609): 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=211 ORDER BY `ordering`

71 (349.99847412109): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294799065 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (235.08071899414): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294799065 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (39.815902709961): 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`

74 (54.836273193359): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (55.074691772461): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294799065 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (30.994415283203): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294799065 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (31.948089599609): 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`

91 (50.067901611328): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (72.002410888672): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

106 (43.153762817383): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

107 (71.048736572266): 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=294799065 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (51.975250244141): 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=294799065 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

110 (55.074691772461): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

111 (67.949295043945): 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=294799065 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (519.99092102051): 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=294799065 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (569.82040405273): 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 (370.02563476562): 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

115 (102.04315185547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

116 (58.889389038086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

117 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

118 (40.054321289062): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

119 (41.961669921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

120 (47.206878662109): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

121 (73.909759521484): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

122 (104.90417480469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

123 (305.8910369873): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

124 (!!!!! 19666.910171509): 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

125 (522.13668823242): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294799065 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294799065 AND type='deeppockets_item' AND published='1' LIMIT 1

126 (!!!!! 7179.0218353271): ( 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 (108.00361633301): ( 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

128 (38.862228393555): 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 (30.040740966797): 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

130 (37.908554077148): 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 (28.848648071289): 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

132 (288.00964355469): 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 (37.908554077148): 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

134 (39.100646972656): 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 (28.848648071289): 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

136 (568.86672973633): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (401.02005004883): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

138 (53.882598876953): SELECT name FROM jos_deeppockets WHERE id=211

139 (31.948089599609): SELECT name FROM jos_deeppockets WHERE id=211

140 (687.1223449707): 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 '((;)|(^))211((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (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 '((;)|(^))211((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

142 (75.101852416992): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

143 (58.889389038086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

144 (!!!!! 9194.1356658936): TRUNCATE TABLE jos_trademed_module

145 (112.05673217773): 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=294799065 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (54.121017456055): 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=294799065 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

147 (472.06878662109): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (67.949295043945): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

149 (98.943710327148): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

150 (64.13459777832): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

151 (!!!!! 1510.8585357666): 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

152 (97.990036010742): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

153 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

154 (49.114227294922): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294799065 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294799065 AND type='deeppockets_item' AND published='1' LIMIT 1

155 (34.809112548828): 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=211 or channel_id is null)

156 (31.948089599609): 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=211 or channel_id is null)

157 (34.093856811523): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

158 (88.930130004883): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

159 (68.902969360352): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799065 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799065 AND published='1' LIMIT 1

160 (42.915344238281): select jos_twitters.link from jos_twitters where cat=10

161 (36.954879760742): select jos_facebook.link from jos_facebook where cat=10

162 (33.855438232422): select jos_google_plus.link from jos_google_plus where cat=10

163 (29.087066650391): select jos_linkedin.link from jos_linkedin where cat=10

164 (268.93615722656): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

165 (!!!!! 1247.8828430176): insert into jos_banners_delta values (14615,'2025-08-02 18:39:22','216.73.216.210','view'),(14202,'2025-08-02 18:39:22','216.73.216.210','view'),(14203,'2025-08-02 18:39:22','216.73.216.210','view')

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