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3D Printed Models of DICOM Images Are Critical to Progress in Medicine According to Expert

By MedImaging International staff writers
Posted on 02 Mar 2016

Image: 3D printed models are increasingly being used for planning complex orthopedic interventions (Photo courtesy of RSNA).

The use of 3D printed models of DICOM images can change the way doctors are trained, and how they communicate with their patients.

The research was presented at the annual meeting of the Radiological Society of North America (RSNA 2015). The research shows that despite the challenges that still need to be overcome before 3D models printing reaches its full potential in radiology, the impact of 3D printing could become the standard.

According to Frank Rybicki, MD, PhD, professor, Department of Radiology, University of Ottawa Faculty of Medicine (uOttawa; Ottawa, Canada), radiologists need to invest the time to learn 3D model printing methods. Dr. Rybicki suggests that printing of medical models from Computed Tomography (CT) and Magnetic Resonance (MR) images should become part of radiology departments. Advanced imaging modalities and protocols need to be able to generate source DICOM images that can be used for 3D printing. Radiologists could use 3D printed models of DICOM images for tactile feedback, and tangible depth information of anatomic, and pathologic states. Existing obstacles to the mainstream adoption of 3-D printing include a consensus in terminology, cost, training, materials, equipment, and guidelines.

Dr. Rybicki, said, “If we’re going to get reimbursement, we need a single reporting standard for 3D printing, and reimbursement will be a major hurdle. All payors know that we need 3D printing, and that it will eventually be reimbursed as the demand continues to swell. This will happen as we accumulate more data, and then develop guidelines regarding appropriate utilization. While there are many pressures to contain costs, data is beginning to show that the generation of 3D models is cost-effective for several applications, particularly when the model saves time in the operating room. 3D printing is a completely disruptive technology in general and in medicine. It will change the way that doctors do procedures. It will change the way we teach young physicians. The next natural step in the progression of technology is 3D printing.”

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68 (897.16911315918): select jos_twitters.link from jos_twitters where cat=10

69 (664.94941711426): select jos_facebook.link from jos_facebook where cat=10

70 (901.93748474121): select jos_google_plus.link from jos_google_plus where cat=10

71 (621.08039855957): select jos_linkedin.link from jos_linkedin where cat=10

72 (574.11193847656): SELECT fid FROM jos_deeppockets WHERE id=294763037 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294763037 AND published='1' LIMIT 1

73 (472.06878662109): 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`

74 (!!!!! 5854.1297912598): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294763037 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

75 (!!!!! 1266.9563293457): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294763037 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

76 (435.82916259766): 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 (511.16943359375): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (308.99047851562): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (!!!!! 4251.9569396973): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (!!!!! 1260.0421905518): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (398.15902709961): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (344.03800964355): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (477.07557678223): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (214.0998840332): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (245.09429931641): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (226.97448730469): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (892.87757873535): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (580.0724029541): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (633.95500183105): SELECT show_live FROM jos_com_show_setting LIMIT 1

90 (285.86387634277): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (!!!!! 1920.9384918213): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294763037 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

92 (31.948089599609): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294763037 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

93 (32.901763916016): 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`

94 (!!!!! 3422.0218658447): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (61.988830566406): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (375.03242492676): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (124.93133544922): SELECT show_live FROM jos_com_show_setting LIMIT 1

106 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

107 (26.226043701172): SELECT show_live FROM jos_com_show_setting LIMIT 1

108 (262.02201843262): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

109 (!!!!! 1202.1064758301): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

110 (!!!!! 2424.955368042): 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=294763037 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (!!!!! 3979.2060852051): 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=294763037 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (!!!!! 1299.8580932617): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

113 (!!!!! 4002.0942687988): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

114 (317.09671020508): 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=294763037 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

115 (319.00405883789): 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=294763037 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

116 (!!!!! 2942.0852661133): 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

117 (!!!!! 2944.9462890625): 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

118 (!!!!! 7881.8798065186): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

119 (!!!!! 8162.0216369629): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

120 (!!!!! 10586.023330688): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

121 (!!!!! 14094.114303589): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

122 (!!!!! 12949.94354248): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

123 (!!!!! 11014.938354492): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

124 (416.04042053223): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

125 (!!!!! 121427.05917358): 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

126 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

127 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

128 (!!!!! 5189.8956298828): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294763037 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294763037 AND type='deeppockets_item' AND published='1' LIMIT 1

129 (!!!!! 1475330.1143646): ( 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

130 (!!!!! 1493140.9358978): ( 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

131 (!!!!! 5728.006362915): 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

132 (!!!!! 6009.1018676758): 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

133 (!!!!! 6484.9853515625): 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

134 (!!!!! 6466.8655395508): 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

135 (!!!!! 1469.1352844238): 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

136 (!!!!! 3735.7807159424): 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

137 (!!!!! 1250.9822845459): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

138 (!!!!! 3320.9323883057): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

139 (!!!!! 1234.0545654297): SELECT name FROM jos_deeppockets WHERE id=216

140 (61.988830566406): SELECT name FROM jos_deeppockets WHERE id=216

141 (925.06408691406): 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

142 (866.88995361328): 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

143 (!!!!! 1714.9448394775): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

144 (!!!!! 2644.0620422363): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

145 (!!!!! 19075.870513916): TRUNCATE TABLE jos_trademed_module

146 (!!!!! 2846.9562530518): 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=294763037 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

147 (!!!!! 1256.9427490234): 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=294763037 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

148 (!!!!! 1859.9033355713): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

149 (424.86190795898): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

150 (!!!!! 1996.9940185547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

151 (426.05400085449): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

152 (!!!!! 5192.9950714111): 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

153 (907.89794921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

154 (!!!!! 1065.9694671631): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

155 (!!!!! 1975.0595092773): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294763037 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294763037 AND type='deeppockets_item' AND published='1' LIMIT 1

156 (828.02772521973): 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)

157 (319.9577331543): 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)

158 (435.82916259766): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

159 (!!!!! 2264.9765014648): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

160 (277.04238891602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763037 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763037 AND published='1' LIMIT 1

161 (!!!!! 1085.0429534912): select jos_twitters.link from jos_twitters where cat=10

162 (213.1462097168): select jos_facebook.link from jos_facebook where cat=10

163 (31.948089599609): select jos_google_plus.link from jos_google_plus where cat=10

164 (31.948089599609): select jos_linkedin.link from jos_linkedin where cat=10

165 (!!!!! 1324.8920440674): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

166 (!!!!! 1345.157623291): insert into jos_banners_delta values (14615,'2025-04-29 21:14:00','3.17.157.68','view'),(14202,'2025-04-29 21:14:00','3.17.157.68','view'),(14203,'2025-04-29 21:14:00','3.17.157.68','view')

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