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RSNA Launches Its First Artificial Intelligence (AI) Certification Program for Radiologists

By MedImaging International staff writers
Posted on 01 Feb 2022

Image: RSNA Imaging AI certificate (Photo courtesy of RSNA)

As artificial intelligence (AI) applications are integrated into clinical practice, the Radiological Society of North America (RSNA; Oak Brook, IL, USA) has created a comprehensive program for radiologists to learn how to incorporate AI into the radiology workflow.

The RSNA Imaging AI Certificate program is the first-ever, radiology-specific imaging AI program with a case-based curriculum that blends learning with practical application. The six-module program launched by RSNA has been developed as a case-based curriculum that blends on-demand learning with practical application. The RSNA Imaging AI Certificate program provides essential education and delivers a pathway for all radiologists - even those who don’t consider themselves tech-savvy - to learn how to efficiently evaluate and use AI to improve everyday practice or accelerate their academic careers.

The interactive design of the RSNA Imaging AI Certificate program will provide radiologists with the opportunity to learn via on-demand videos tailored to their schedules. Modules featuring expert instructors consist of videos designed to help course participants implement, monitor and use AI algorithms in clinical practice. Independent hands-on exercises will give participants the opportunity to apply what they have learned. The goal of the program is to offer radiologists an ongoing tool and resource. The RSNA Imaging AI Certificate signifies the ability to understand AI algorithm development and illustrate issues with AI algorithms within clinical practice. As the program progresses, RSNA plans to offer additional certificate levels allowing professionals to continue their education in imaging AI.

“This is a one-of-a-kind program designed to introduce you to AI in radiology,” said Matthew B. Morgan, M.D., program director and associate professor and director of informatics and quality improvement in breast imaging at the University of Utah in Salt Lake City. “Short, easy-to-watch videos and relevant, engaging hands-on activities will prepare you to be an active participant rather than a passive observer, as this new technology unfolds in our specialty. You owe it to yourself to get educated on this important topic.”

“The RSNA Imaging AI Certificate program’s unique design allows radiologists to develop this skill set,” said Linda Moy, M.D., program director and professor of radiology at the NYU Grossman School of Medicine in New York City. “The content is focused on the mainstream radiologist who wants to be more involved in implementing AI algorithms in their practice. Overall, this certificate will be helpful for all radiologists, because it will increase their level of comfort and understanding of these AI applications.”

“This certification program will allow radiologists to develop realistic expectations of how AI software may change their clinical workflow,” added Moy. “Radiologists want to gain this knowledge to help with their career development, either in their current or future job roles.”

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69 (30.040740966797): 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 (174.99923706055): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294791414 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (138.99803161621): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294791414 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (47.922134399414): 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 (!!!!! 1274.1088867188): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (66.995620727539): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (29.087066650391): 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 (23.841857910156): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (40.054321289062): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294791414 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=294791414 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (30.994415283203): 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 (47.922134399414): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (106.0962677002): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (70.095062255859): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (82.015991210938): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (39.815902709961): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (81.062316894531): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (61.03515625): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (63.180923461914): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (60.081481933594): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (367.87986755371): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

105 (97.036361694336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

106 (66.041946411133): 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=294791414 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (75.101852416992): 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=294791414 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (603.91426086426): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

109 (102.99682617188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

110 (96.08268737793): 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=294791414 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (402.92739868164): 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=294791414 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (564.0983581543): 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 (344.99168395996): 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 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

115 (56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

116 (51.975250244141): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

117 (39.100646972656): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

118 (50.067901611328): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

119 (44.107437133789): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

120 (267.02880859375): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

121 (!!!!! 119259.83428955): 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 (191.92695617676): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

123 (123.02398681641): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

124 (!!!!! 3945.1122283936): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294791414 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294791414 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 1954488.992691): ( 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 (82.015991210938): ( 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 (51.975250244141): 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 (30.040740966797): 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 (35.04753112793): 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 (28.133392333984): 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 (26.941299438477): 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 (26.941299438477): 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 (725.03089904785): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

134 (!!!!! 1305.103302002): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

135 (483.98971557617): SELECT name FROM jos_deeppockets WHERE id=217

136 (128.98445129395): SELECT name FROM jos_deeppockets WHERE id=217

137 (!!!!! 3030.0617218018): 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

138 (788.92707824707): 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

139 (997.78175354004): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

140 (205.03997802734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

141 (!!!!! 12195.110321045): TRUNCATE TABLE jos_trademed_module

142 (553.84635925293): 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=294791414 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

143 (376.93977355957): 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=294791414 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

144 (!!!!! 3200.0541687012): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

145 (72.002410888672): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

146 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

147 (42.915344238281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

148 (!!!!! 1098.1559753418): 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 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

150 (41.961669921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

151 (!!!!! 1473.9036560059): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294791414 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294791414 AND type='deeppockets_item' AND published='1' LIMIT 1

152 (478.02925109863): 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)

153 (39.100646972656): 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)

154 (33.140182495117): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

155 (!!!!! 2875.0896453857): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

156 (76.055526733398): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294791414 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294791414 AND published='1' LIMIT 1

157 (40.054321289062): select jos_twitters.link from jos_twitters where cat=10

158 (26.941299438477): select jos_facebook.link from jos_facebook where cat=10

159 (25.98762512207): select jos_google_plus.link from jos_google_plus where cat=10

160 (26.941299438477): select jos_linkedin.link from jos_linkedin where cat=10

161 (259.1609954834): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

162 (!!!!! 8939.0277862549): insert into jos_banners_delta values (14615,'2025-04-29 22:26:18','3.143.110.165','view'),(14202,'2025-04-29 22:26:18','3.143.110.165','view'),(14203,'2025-04-29 22:26:18','3.143.110.165','view')

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