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Computer-Aided Detection System Developed for Cancer Diagnosis

By MedImaging International staff writers
Posted on 10 Dec 2014

New computer-aided detection (CAD) technology has been developed, which includes solutions for the dearly detection of breast and colon cancers.

The technology was presented by iCAD, Inc. (Nashua, NH, USA), a provider of advanced image analysis, workflow solutions, and radiation therapy for the early identification and treatment of cancer, during the 100th annual meeting of the Radiological Society of North America (RSNA), held in Chicago (IL, USA), November 30-December 5, 2014. Symposia, posters, and workshops discussed the application of iCAD technologies and workflow solutions for enhanced cancer identification, breast density analysis, and tumor characterization. iCAD’s two-dimensional (2D) mammography, tomosynthesis, and computed tomography colonography (CTC) CAD and workflow technologies was also presented.

“We are pleased to showcase our latest cancer detection technologies at the 100th RSNA meeting. Cancer detection technologies have been proven to help radiologists identify cancer earlier, when there may be more treatment options available,” said Ken Ferry, president and CEO of iCAD. “With medical imaging’s rapid evolution, iCAD continues to build its CAD offerings to ensure that radiologists have access to the most innovative solutions for optimal patient care.”

iCAD showcased the PowerLook advanced mammography platform (AMP) and VeraLook CTC, the first US Food and Drug Administration (FDA)-cleared CAD technology for CTC. PowerLook has grown to include several modules for breast density assessment, dose assessment and advanced analytics since it was introduced in 2012. iCAD also demonstrated a new tomosynthesis workflow tool, as a future product to be released.

The role of volumetric density in adjunctive imaging for women with dense breasts is the topic of numerous poster presentations and workshops. Furthermore, iCAD’s Xoft cervical brachytherapy for gynecologic cancer, magnetic resonance imaging (MRI) imaging for the characterization of pediatric brain tumors and a cloud-based, peer-review platform and workflow solution for large oncology networks was also presented.

iCAD provides a range of upgradeable CAD and workflow solutions to support rapid and accurate detection of breast, prostate, and colorectal cancers.

iCAD’s Xoft Axxent electronic brachytherapy (eBx) system is a painless, noninvasive technology that delivers high dose rate, low energy radiation, which targets cancer while minimizing exposure to surrounding healthy tissue. The Xoft system is FDA cleared and CE marked for use anywhere in the body, including treatment of non-melanoma skin cancer, early-stage breast cancer, and gynecologic cancers. The iCAD technology platforms include advanced hardware and software as well as management services designed to support cancer detection and radiation therapy treatments.

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69 (36.001205444336): 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 (332.11708068848): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294756162 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (227.21290588379): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294756162 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (48.160552978516): 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 (56.982040405273): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (46.014785766602): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294756162 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (28.848648071289): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294756162 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (35.04753112793): 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 (50.067901611328): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (26.941299438477): 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 (63.896179199219): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

105 (43.869018554688): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

106 (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 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=294756162 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (483.03604125977): 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=294756162 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (!!!!! 3566.9803619385): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

109 (106.8115234375): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

110 (!!!!! 3116.1308288574): 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=294756162 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (627.04086303711): 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=294756162 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (791.07284545898): 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 (!!!!! 2557.9929351807): 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 (113.01040649414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

115 (77.962875366211): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

116 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

117 (41.961669921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

118 (55.074691772461): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

119 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

120 (267.98248291016): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

121 (!!!!! 43926.954269409): 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

122 (!!!!! 2130.9852600098): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

123 (197.17216491699): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

124 (875.94985961914): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294756162 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294756162 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 2295264.9593353): ( 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 (!!!!! 1257345.9148407): ( 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 (453.23371887207): 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

128 (335.2165222168): 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

129 (826.83563232422): 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

130 (644.92225646973): 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

131 (666.85676574707): 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

132 (707.86476135254): 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

133 (!!!!! 2859.1156005859): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

134 (!!!!! 2797.8420257568): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

135 (499.01008605957): SELECT name FROM jos_deeppockets WHERE id=216

136 (300.16899108887): SELECT name FROM jos_deeppockets WHERE id=216

137 (!!!!! 3415.1077270508): 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

138 (!!!!! 1359.9395751953): 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

139 (!!!!! 5437.8509521484): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

140 (!!!!! 7355.9284210205): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

141 (!!!!! 24413.108825684): TRUNCATE TABLE jos_trademed_module

142 (!!!!! 1767.8737640381): 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=294756162 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

143 (475.88348388672): 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=294756162 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

144 (!!!!! 15833.854675293): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

145 (669.00253295898): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

146 (444.17381286621): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

147 (124.93133544922): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

148 (!!!!! 6959.9151611328): 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

149 (!!!!! 1269.1020965576): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

150 (79.870223999023): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

151 (!!!!! 3874.0634918213): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294756162 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294756162 AND type='deeppockets_item' AND published='1' LIMIT 1

152 (!!!!! 1275.0625610352): 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)

153 (43.869018554688): 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)

154 (254.86946105957): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

155 (433.92181396484): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

156 (52.928924560547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294756162 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294756162 AND published='1' LIMIT 1

157 (330.92498779297): select jos_twitters.link from jos_twitters where cat=10

158 (34.093856811523): select jos_facebook.link from jos_facebook where cat=10

159 (29.802322387695): select jos_google_plus.link from jos_google_plus where cat=10

160 (30.040740966797): select jos_linkedin.link from jos_linkedin where cat=10

161 (215.05355834961): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

162 (!!!!! 1086.950302124): insert into jos_banners_delta values (14615,'2025-05-01 18:07:03','3.137.203.53','view'),(14202,'2025-05-01 18:07:03','3.137.203.53','view'),(14203,'2025-05-01 18:07:03','3.137.203.53','view')

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