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GE Healthcare Exhibits AI-Integrated Imaging Solutions at RSNA 2022

By MedImaging International staff writers
Posted on 26 Nov 2022

Image: AIR Recon DL has revolutionized MRI with its deep-learning-based image reconstruction algorithm (Photo courtesy of GE Healthcare)

GE Healthcare (Chicago, IL, USA) is unveiling more than 40 new products and solutions at RSNA 2022 that have been developed to help streamline workflows, advance precision diagnostics and therapeutics, improve patient access, capacity and outcomes.

Today, as radiology departments face challenges in a new era of healthcare, GE Healthcare imaging solutions are designed to support clinicians in meeting competing demands for their time and enable greater focus on patient care. Imaging experts are in short supply and high demand while, at the same time, imaging is moving beyond hospital campuses. By 2033, the U.S. alone could fall short by almost 42,000 of the needed radiologists and other specialist physicians and burnout amongst healthcare professionals is a growing issue. Nearly two-thirds (61%) of radiologists suffer from burnout, up from 36% in 2013 to 49% in 2017. Imaging solutions integrated with artificial intelligence (AI), are aimed at supporting radiologists in meeting these challenges head on, by helping automate complex workload distribution, minimizing workflow steps, optimizing the workforce, and providing improved image quality to reduce scan time.

GE Healthcare’s Intelligent workload management solution is an option for its Picture Archive and Communications System (PACS) solutions, provided by the integration with Helix Radiology Performance Suite, developed by Quantum Imaging & Therapeutic Associates. The innovative intelligent workload management solution, which leverages time-based predictive analytics, can help to optimize the radiologist workforce across an entire enterprise. It is designed to accurately and efficiently predict and distribute workload to the best active radiologist in real-time to enable improved productivity and help to reduce burnout. The solution adapts to the constant fluctuations in imaging volume and radiologist demand to ensure optimal service level performance. Based on impact analysis at Quantum, it enabled a 16.7% improvement in STAT turnaround time (TAT) (18 min to 15 min), 20.5% improvement in ED TAT (32.2. min to 25.6 min) and a 27.7% improvement in inpatient TAT (132.91 min to 96.04 min). These TAT improvements were coupled with up to 21% improvement in work relative value units (wRVU) production per radiologist shift, a common measure of physician productivity often used in determining compensation.

In addition to its PACS solutions, GE Healthcare offers a variety of technology solutions that enhance speed of the radiology workflow, including Imaging 360 for Operations, an ecosystem of applications targeted to specific operational challenges in radiology, and AIR Recon DL, a pioneering, deep-learning based image reconstruction algorithm that improves signal to noise ratio (SNR) and has revolutionized MR imaging, which has benefited nearly 5.5 million patients globally.

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72 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

73 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (50.067901611328): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294795471 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

78 (36.001205444336): 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`

79 (59.127807617188): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (55.074691772461): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (50.067901611328): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1

90 (29.802322387695): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (104.90417480469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

94 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

95 (77.962875366211): 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=294795471 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

96 (109.19570922852): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

97 (59.127807617188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

98 (578.16505432129): 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=294795471 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

99 (751.97219848633): 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

100 (531.19659423828): 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

101 (163.07830810547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

102 (58.174133300781): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

103 (77.962875366211): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

104 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

105 (46.968460083008): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

106 (36.001205444336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

107 (54.121017456055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

108 (37.908554077148): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

109 (524.99771118164): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294795471 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294795471 AND type='deeppockets_item' AND published='1' LIMIT 1

110 (!!!!! 9196.9966888428): ( 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

111 (123.97766113281): ( 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

112 (418.90144348145): 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

113 (65.088272094727): 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

114 (319.00405883789): 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

115 (66.041946411133): 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

116 (30.994415283203): 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

117 (60.081481933594): 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

118 (208.13941955566): 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

119 (36.954879760742): 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

120 (360.96572875977): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

121 (200.98686218262): SELECT name FROM jos_deeppockets WHERE id=1144

122 (77.009201049805): SELECT name FROM jos_deeppockets WHERE id=1144

123 (610.1131439209): 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 '((;)|(^))1144((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

124 (664.94941711426): 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 '((;)|(^))1144((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

125 (99.897384643555): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

126 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

127 (303.98368835449): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

128 (49.114227294922): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

129 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

130 (40.054321289062): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

131 (!!!!! 1373.0525970459): 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

132 (52.928924560547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

133 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

134 (41.007995605469): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294795471 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294795471 AND type='deeppockets_item' AND published='1' LIMIT 1

135 (28.848648071289): 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=1144 or channel_id is null)

136 (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=1144 or channel_id is null)

137 (40.054321289062): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

138 (!!!!! 2273.7979888916): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

139 (120.16296386719): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294795471 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294795471 AND published='1' LIMIT 1

140 (69.856643676758): select jos_twitters.link from jos_twitters where cat=10

141 (36.954879760742): select jos_facebook.link from jos_facebook where cat=10

142 (36.954879760742): select jos_google_plus.link from jos_google_plus where cat=10

143 (28.133392333984): select jos_linkedin.link from jos_linkedin where cat=10

144 (254.15420532227): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14202,14203)

145 (!!!!! 1333.9519500732): insert into jos_banners_delta values (14202,'2025-07-31 12:29:13','216.73.216.8','view'),(14203,'2025-07-31 12:29:13','216.73.216.8','view')

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