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Carestream Unveils Groundbreaking AI-Based Technology that Advances X-Ray Image Quality

By MedImaging International staff writers
Posted on 16 May 2021

Image: Smart Noise Cancellation (SNC) (Photo courtesy of Carestream Health)

Carestream Health (Rochester, N.Y., USA) has released Smart Noise Cancellation (SNC), a groundbreaking artificial intelligence (AI)-based technology that greatly improves image quality - producing images that are significantly clearer than with standard processing.

Separating noise from an image has been a challenge for medical imaging scientists. Traditional noise reduction introduces blurring, which degrades image sharpness and might remove important anatomical information. Conversely, the more an image is sharpened, the more noise may be enhanced. Noise is often an undesirable by-product of image capture and can obscure critical anatomical data. Carestream’s SNC is able to isolate noise to produce images that are significantly clearer than with standard processing.

As the preferred level of noise on X-ray images is subjective—for example, some radiologists expect to see a certain degree of noise in images, which assures them that the patient was not overexposed - Carestream enables imaging professionals to adjust the amount of noise cancellation and exposure to meet their desired image quality. Objective testing demonstrated that SNC processing enables a 2x–4x noise reduction in flat image areas, preserves high frequency sharpness and improves contrast detail. Additionally, a blind Clinical Reader Study using board-certified radiologists found that 89.5% of all study ratings showed a slight to strong preference for SNC-processed images. Additionally, 64% of the diagnostic quality ratings improved - based on the RadLex rating scale - and 56% of these ratings improved from “limited” or “diagnostic” to “exemplary.”

When combined with SmartGrid software, Smart Noise Cancellation software promises benefits in gridless imaging where the removal of scatter typically leads to an increase in noise appearance. SNC has received FDA 510(k) Clearance and is available as an optional feature with Carestream’s ImageView Software powered by Eclipse - the intelligent image-processing engine behind the company’s innovative imaging software - on DRX-Evolution and DRX-Evolution Plus systems.

“Carestream is a leader in using AI for noise cancellation with X-ray images. Our team of imaging scientists has been able to separate image noise from sharpness and contrast using AI-based algorithms that result in remarkable image quality,” said Jill Hamman, Worldwide Marketing Manager, Global X-ray Solutions at Carestream. “This technology provides improved anatomical clarity, preservation of fine detail and better contrast-to-noise ratio for images acquired at a broad range of exposures, which can help improve diagnostic confidence and alleviate physician fatigue. It also enables radiology professionals to better optimize radiation dose.”

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68 (324.96452331543): SELECT fid FROM jos_deeppockets WHERE id=294788274 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294788274 AND published='1' LIMIT 1

69 (117.06352233887): 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=217 ORDER BY `ordering`

70 (955.10482788086): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294788274 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (248.90899658203): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294788274 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (!!!!! 5856.0371398926): 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 (48.87580871582): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (40.054321289062): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294788274 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (26.941299438477): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294788274 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (29.802322387695): 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 (123.02398681641): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (323.05717468262): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (148.77319335938): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (118.97087097168): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (131.84547424316): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (480.89027404785): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (699.04327392578): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

105 (51.975250244141): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

106 (51.021575927734): 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=294788274 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (417.94776916504): 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=294788274 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (921.01097106934): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

109 (!!!!! 6618.9765930176): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

110 (51.021575927734): 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=294788274 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (458.0020904541): 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=294788274 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (550.0316619873): 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 (452.99530029297): 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 (80.108642578125): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

115 (68.902969360352): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

116 (98.943710327148): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

117 (38.14697265625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

118 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

119 (38.862228393555): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

120 (46.968460083008): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

121 (40.054321289062): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

122 (367.87986755371): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294788274 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294788274 AND type='deeppockets_item' AND published='1' LIMIT 1

123 (!!!!! 642497.06268311): ( 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

124 (309.94415283203): ( 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

125 (876.18827819824): 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

126 (82.969665527344): 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

127 (!!!!! 1062.8700256348): 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

128 (50.067901611328): 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

129 (599.86114501953): 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

130 (78.201293945312): 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

131 (828.98139953613): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

132 (751.01852416992): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

133 (325.91819763184): SELECT name FROM jos_deeppockets WHERE id=217

134 (559.09156799316): SELECT name FROM jos_deeppockets WHERE id=217

135 (777.9598236084): 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 '((;)|(^))217((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

136 (694.99015808105): 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 '((;)|(^))217((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

137 (141.85905456543): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

138 (330.92498779297): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

139 (581.97975158691): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

140 (180.95970153809): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

141 (481.84394836426): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

142 (124.93133544922): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

143 (!!!!! 1239.0613555908): 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

144 (880.00297546387): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

145 (66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

146 (46.968460083008): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294788274 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294788274 AND type='deeppockets_item' AND published='1' LIMIT 1

147 (34.093856811523): 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=217 or channel_id is null)

148 (32.901763916016): 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=217 or channel_id is null)

149 (30.994415283203): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

150 (549.0779876709): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

151 (174.04556274414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294788274 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294788274 AND published='1' LIMIT 1

152 (128.98445129395): select jos_twitters.link from jos_twitters where cat=10

153 (28.848648071289): select jos_facebook.link from jos_facebook where cat=10

154 (26.941299438477): select jos_google_plus.link from jos_google_plus where cat=10

155 (25.98762512207): select jos_linkedin.link from jos_linkedin where cat=10

156 (293.01643371582): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

157 (!!!!! 5044.9371337891): insert into jos_banners_delta values (14615,'2025-04-30 21:08:27','3.132.213.245','view'),(14202,'2025-04-30 21:08:27','3.132.213.245','view'),(14203,'2025-04-30 21:08:27','3.132.213.245','view')

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