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27 Jul 2025 - 30 Jul 2025

AAPM 2025 - 67th Annual Meeting & Exhibition of the American Association of Physicists in Medicine

Techniques Assessed for Measuring Breast Density

By MedImaging International staff writers
Posted on 16 Aug 2010

Two new studies have evaluated three different methods for effectively measuring breast density--the relative portion of tissue to fat in a woman's breasts and a strong indicator of breast cancer risk.

Both studies were conducted by a group of medical physicists from the University of California, Irvine (USA), led by Dr. Sabee Molloi, and were presented at the 52nd annual meeting of the American Association of Physicists in Medicine (AAPM) in Philadelphia, PA (USA). The first study compared two existing techniques for measuring breast density--cone-beam computed tomography (CT) and breast magnetic resonance imaging (MRI). The research revealed that both techniques gave highly similar estimates of the density of 20 pairs of breasts scanned post-mortem. The second study showed the promise of a third technique called dual-energy mammography for measuring breast density.

"A better measure of breast density should yield a more accurate assessment of risk for developing breast cancer,” said medical physicist Dr. Justin Ducote, who presented the study on dual-energy mammography on July 19, 2010.

Doctors have known since the 1970s that women who have dense breasts are at greater risk for developing breast cancer. Moreover, tumors may be hard to detect when imaging dense breast, since they have a greater portion of glandular tissue relative to the amount of fatty tissue, and the glandular tissue can obscure the tumors.

Measuring breast density is made difficult by the fact there is no currently accepted gold-standard method for doing so, according to Dr. Ducote. In Dr. Ducote's study, the research applied dual-energy mammography to 20 pairs of postmortem breasts. The technique makes use of dual energy X-ray imaging, where overlapping tissue signals can be isolated and quantified by exploiting the change in X-ray attenuation at different energies. According to Dr. Ducote, this allowed breast density to be measured from digital mammograms.

Dr. Ducote's colleague Dr. Huy Le presented related research at the meeting. In Dr. Le's study, the group analyzed the ability of cone-beam CT and breast MRI to measure breast density in the same 20 pairs of postmortem breasts. They discovered that breast density measurements using these two techniques were highly correlated. "If we can get agreement of breast density measured on multiple imaging modalities, our confidence in the accuracy of the value we obtain will increase,” concluded Dr. Le.

The next step, according to the researchers, is to quantify the exact density of the breasts in the study through chemical composition analysis--a destructive technique, which is why the research was conducted using postmortem tissue.

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

67 (29.087066650391): select jos_linkedin.link from jos_linkedin where cat=10

68 (41.007995605469): SELECT fid FROM jos_deeppockets WHERE id=294730721 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294730721 AND published='1' LIMIT 1

69 (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`

70 (397.92060852051): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294730721 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (335.9317779541): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294730721 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (53.882598876953): 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`

73 (62.942504882812): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (47.922134399414): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (46.968460083008): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294730721 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (42.915344238281): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294730721 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (47.922134399414): 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`

90 (70.095062255859): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (68.187713623047): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (57.93571472168): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (94.175338745117): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

105 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

106 (68.902969360352): 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=294730721 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (62.942504882812): 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=294730721 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (98.943710327148): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

109 (57.93571472168): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

110 (64.849853515625): 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=294730721 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (654.93583679199): 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=294730721 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (530.00450134277): 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

113 (368.11828613281): 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 (110.86463928223): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

115 (55.074691772461): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

116 (69.141387939453): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

117 (39.815902709961): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

118 (42.915344238281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

119 (35.04753112793): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

120 (99.897384643555): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

121 (85.115432739258): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

122 (363.82675170898): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

123 (!!!!! 18681.049346924): 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

124 (507.83157348633): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294730721 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294730721 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 7412.1952056885): ( 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

126 (77.009201049805): ( 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 (269.88983154297): 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

128 (73.19450378418): 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 (205.03997802734): 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

130 (75.817108154297): 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 (180.00602722168): 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

132 (32.186508178711): 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 (178.09867858887): 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

134 (36.001205444336): 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 (481.12869262695): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (473.97613525391): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (249.14741516113): SELECT name FROM jos_deeppockets WHERE id=211

138 (32.901763916016): SELECT name FROM jos_deeppockets WHERE id=211

139 (526.90505981445): 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

140 (482.08236694336): 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 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

142 (120.16296386719): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

143 (!!!!! 7921.9341278076): TRUNCATE TABLE jos_trademed_module

144 (106.0962677002): 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=294730721 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (75.817108154297): 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=294730721 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (850.91590881348): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (52.928924560547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (57.93571472168): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

149 (44.107437133789): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

150 (!!!!! 1269.1020965576): 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

151 (74.863433837891): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

152 (61.988830566406): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

153 (37.193298339844): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294730721 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294730721 AND type='deeppockets_item' AND published='1' LIMIT 1

154 (29.087066650391): 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)

155 (26.941299438477): 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 (39.100646972656): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

157 (65.088272094727): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

158 (46.014785766602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294730721 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294730721 AND published='1' LIMIT 1

159 (103.95050048828): select jos_twitters.link from jos_twitters where cat=10

160 (26.941299438477): select jos_facebook.link from jos_facebook where cat=10

161 (27.894973754883): select jos_google_plus.link from jos_google_plus where cat=10

162 (25.98762512207): select jos_linkedin.link from jos_linkedin where cat=10

163 (282.04917907715): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

164 (877.85720825195): insert into jos_banners_delta values (14615,'2025-06-28 03:00:46','216.73.216.249','view'),(14202,'2025-06-28 03:00:46','216.73.216.249','view'),(14203,'2025-06-28 03:00:46','216.73.216.249','view')

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