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Accelerated MRI Sequence Reduces Scan Times without Affecting Image Quality

By MedImaging International staff writers
Posted on 01 Sep 2023

A new study has found that an accelerated MRI sequence can slash total scan durations by approximately 32% while upholding image quality. This change in routine clinical practice holds the potential to boost scanner throughput, leading to reduced expenses, decreased patient discomfort, and minimized motion artifacts.

For the study, scientists at Singapore General Hospital (Central Region, Singapore) employed compressed sensitivity encoding, commonly known as SENSE, a commonly used method involving the random undersampling of MRI data. A group of six specialized radiologists assessed a series of 95 MR images from various anatomical regions, captured using compressed SENSE, in comparison to those obtained via the standard protocol sequence. The six experienced evaluators received pairs of anonymized images derived from the two methods, displayed side by side for random comparisons. They evaluated the outcomes based on perceived sharpness, signal-to-noise ratio, lesion visibility, and artifacts.

The researchers found that compressed SENSE reduced overall scan times by around 32% while maintaining acceptable MRI quality across all regions. Among the regions examined, spine imaging demonstrated the greatest time savings, with an average reduction of 68 seconds or 44%, followed by brain MR (86 seconds/37%). Intracranial 3D time-of-flight magnetic resonance angiography demonstrated the most substantial time reduction, averaging 202 seconds, translating to a 56% decrease. The readers perceived compressed SENSE as slightly less sharp, with a slightly reduced signal-to-noise ratio and lesion visibility compared to the standard protocol sequence. However, they found the overall image quality to be comparable for joint and body scans and "slightly lower" for brain and spine scans, yet still suitable for diagnostic purposes. The study noted a high degree of clinical acceptance for compressed SENSE (88%), particularly for body scans (100%) and generally high acceptance for other regions (68%-95%).

“Compressed SENSE sequences were nearly equivalent to standard-of-care sequences and were largely deemed acceptable for daily routine clinical work,” stated Pohchoo Seow from Singapore General. “The implementation of CS improved the existing clinical workflow and has wide scoping potential to enhance patient care and comfort by reducing MRI sequence acquisition time and shortening total scan time while maintaining image diagnostic quality.”

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65 (!!!!! 7467.9851531982): select jos_twitters.link from jos_twitters where cat=10

66 (!!!!! 8319.1394805908): select jos_facebook.link from jos_facebook where cat=10

67 (!!!!! 7560.0147247314): select jos_google_plus.link from jos_google_plus where cat=10

68 (!!!!! 7827.9972076416): select jos_linkedin.link from jos_linkedin where cat=10

69 (!!!!! 7984.8766326904): SELECT fid FROM jos_deeppockets WHERE id=294798480 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294798480 AND published='1' LIMIT 1

70 (!!!!! 7920.0267791748): 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=212 ORDER BY `ordering`

71 (!!!!! 7793.9033508301): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294798480 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (!!!!! 7887.1250152588): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294798480 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (!!!!! 4012.8231048584): 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`

74 (93.936920166016): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (24.795532226562): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (24.795532226562): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (68.902969360352): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294798480 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (40.054321289062): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294798480 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (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`

91 (56.982040405273): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (94.175338745117): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (139.95170593262): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (32.186508178711): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (24.795532226562): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

106 (41.961669921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

107 (68.187713623047): 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=294798480 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (!!!!! 5322.9331970215): 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=294798480 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (107.76519775391): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

110 (59.127807617188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

111 (52.213668823242): 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=294798480 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (383.13865661621): 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=294798480 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (662.08839416504): 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 (414.84832763672): 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

115 (107.0499420166): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

116 (82.015991210938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

117 (92.029571533203): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

118 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

119 (54.121017456055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

120 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

121 (267.02880859375): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

122 (!!!!! 96328.973770142): 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

123 (118.01719665527): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

124 (164.03198242188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

125 (!!!!! 1291.036605835): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294798480 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294798480 AND type='deeppockets_item' AND published='1' LIMIT 1

126 (!!!!! 765444.04029846): ( 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 (104.90417480469): ( 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

128 (369.07196044922): 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 (102.99682617188): 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

130 (302.07633972168): 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 (143.05114746094): 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

132 (712.87155151367): 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 (150.91896057129): 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

134 (808.0005645752): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

135 (522.13668823242): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (431.06079101562): SELECT name FROM jos_deeppockets WHERE id=212

137 (32.901763916016): SELECT name FROM jos_deeppockets WHERE id=212

138 (604.15267944336): 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 '((;)|(^))212((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

139 (404.11949157715): 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 '((;)|(^))212((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

140 (419.85511779785): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

141 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

142 (!!!!! 17189.025878906): TRUNCATE TABLE jos_trademed_module

143 (298.97689819336): 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=294798480 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

144 (144.00482177734): 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=294798480 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (395.05958557129): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

146 (67.949295043945): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (190.97328186035): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

148 (226.97448730469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

149 (!!!!! 1171.1120605469): 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

150 (395.05958557129): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

151 (438.92860412598): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

152 (579.1187286377): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294798480 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294798480 AND type='deeppockets_item' AND published='1' LIMIT 1

153 (166.89300537109): 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=212 or channel_id is null)

154 (!!!!! 1472.9499816895): 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=212 or channel_id is null)

155 (747.2038269043): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

156 (222.92137145996): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

157 (593.90068054199): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294798480 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294798480 AND published='1' LIMIT 1

158 (62.227249145508): select jos_twitters.link from jos_twitters where cat=10

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

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

161 (28.133392333984): select jos_linkedin.link from jos_linkedin where cat=10

162 (267.98248291016): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

163 (!!!!! 1028.0609130859): insert into jos_banners_delta values (14615,'2025-04-30 04:32:31','3.148.221.78','view'),(14202,'2025-04-30 04:32:31','3.148.221.78','view'),(14203,'2025-04-30 04:32:31','3.148.221.78','view')

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