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27 Jul 2025 - 30 Jul 2025

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

Image Enhancement Technology Visualizes Subtle Breast Lesions

By MedImaging International staff writers
Posted on 09 Dec 2009

Image: Example of AIE image enhancement technology (Photo courtesy of AIE).

A cutting-edge image enhancement technology for subtle breast cancer screening and diagnosis in digital mammograms enables physicians to extract more information from medical images.

The advanced image enhancement (AIE) proprietary image enhancement technology is scalable, platform neutral, and can be applied towards any digital image or image segment that could benefit from improved clarity and detail. The image enhancement algorithms are tailorable, and can provide various levels of enhancement to appeal to a range of radiologist preferences in image display. The core technology for the image enhancement was evolved from proprietary United States Navy signal and image processing software utilized for the detection, classification, and localization of undersea mines with sonar equipment. Future applications of the technology include plans to expand into other radiology applications, including the enhancement of chest X-rays, orthopedic X-rays, ultrasound, and magnetic resonance imaging (MRI) applications. The Advanced Image Enhancement (AIE, Providence, RI, USA) technology, presented at the Radiological Society of North America's (RSNA) annual meeting--held during November-December 2009 in Chicago (IL, USA)--has been integrated into the workflow tools of the Hologic (Bedford, MA, USA) SecurView diagnostic workstation.

"We are excited to now have our software in the hands of expert physicians for the screening and diagnosis of breast cancer,” said Michael Duarte, CEO and founder of AIE. "As a complement to Hologic's SecurView workstations, our software will provide radiologists with the ability to enhance suspicious regions of interest in mammograms with more image quality and detail than ever before. This is particularly important in cases where dense breast tissue is involved, because they present the greatest challenges.”

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64 (145.91217041016): select jos_twitters.link from jos_twitters where cat=10

65 (43.869018554688): select jos_facebook.link from jos_facebook where cat=10

66 (39.100646972656): select jos_google_plus.link from jos_google_plus where cat=10

67 (36.001205444336): select jos_linkedin.link from jos_linkedin where cat=10

68 (50.067901611328): SELECT fid FROM jos_deeppockets WHERE id=294726815 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294726815 AND published='1' LIMIT 1

69 (41.961669921875): 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`

70 (343.79959106445): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294726815 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (289.9169921875): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294726815 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (56.982040405273): 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 (87.02278137207): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (54.836273193359): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (46.968460083008): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (80.108642578125): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (46.014785766602): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (37.193298339844): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (80.108642578125): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294726815 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (40.054321289062): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294726815 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (41.961669921875): 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 (84.877014160156): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (87.02278137207): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (50.067901611328): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (45.061111450195): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (131.13021850586): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (47.922134399414): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (95.844268798828): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

105 (67.949295043945): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

106 (86.069107055664): 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=294726815 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (63.896179199219): 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=294726815 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (137.0906829834): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

109 (104.18891906738): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

110 (69.141387939453): 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=294726815 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (620.84197998047): 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=294726815 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (806.09321594238): 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 (!!!!! 1082.8971862793): 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 (466.10832214355): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

115 (362.87307739258): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

116 (116.10984802246): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

117 (118.01719665527): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

118 (124.93133544922): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

119 (!!!!! 2933.0253601074): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

120 (56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

121 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

122 (336.1701965332): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

123 (!!!!! 38309.097290039): 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 (533.10394287109): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294726815 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294726815 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 7521.8677520752): ( 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 (66.995620727539): ( 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 (48.160552978516): 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 (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

129 (50.067901611328): 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 (30.040740966797): 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 (319.9577331543): 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 (104.90417480469): 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 (32.186508178711): 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 (28.133392333984): 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 (507.11631774902): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (370.97930908203): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (208.13941955566): SELECT name FROM jos_deeppockets WHERE id=216

138 (46.014785766602): SELECT name FROM jos_deeppockets WHERE id=216

139 (546.93222045898): 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

140 (473.0224609375): 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

141 (74.148178100586): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

142 (56.982040405273): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

143 (!!!!! 8146.0475921631): TRUNCATE TABLE jos_trademed_module

144 (99.18212890625): 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=294726815 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (50.067901611328): 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=294726815 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (841.14074707031): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (101.08947753906): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

149 (63.896179199219): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

150 (!!!!! 1580.9535980225): 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 (79.870223999023): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

152 (62.942504882812): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

153 (56.028366088867): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294726815 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294726815 AND type='deeppockets_item' AND published='1' LIMIT 1

154 (40.054321289062): 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)

155 (35.04753112793): 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)

156 (78.201293945312): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

157 (185.01281738281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

158 (79.154968261719): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294726815 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294726815 AND published='1' LIMIT 1

159 (55.074691772461): select jos_twitters.link from jos_twitters where cat=10

160 (41.961669921875): select jos_facebook.link from jos_facebook where cat=10

161 (40.054321289062): select jos_google_plus.link from jos_google_plus where cat=10

162 (37.193298339844): select jos_linkedin.link from jos_linkedin where cat=10

163 (281.81076049805): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14202,14203)

164 (!!!!! 1087.9039764404): insert into jos_banners_delta values (14202,'2025-06-21 10:22:33','216.73.216.120','view'),(14203,'2025-06-21 10:22:33','216.73.216.120','view')

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