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AI Improves Detection of Congenital Heart Defects on Routine Prenatal Ultrasounds

By MedImaging International staff writers
Posted on 11 Feb 2025

Congenital heart defects, which are abnormalities of the heart present at birth, are the most common type of birth defect. More...

Approximately 1 in 4 babies born with a heart defect will have a condition severe enough to require surgery or other medical interventions within their first year of life. Despite advancements in prenatal care, the detection rate of congenital heart defects during routine ultrasounds remains suboptimal. However, a new study has found that artificial intelligence (AI) can assist clinicians in better detecting congenital heart defects during routine prenatal ultrasounds. The findings of this study were presented at the Society for Maternal-Fetal Medicine’s (SMFM) annual meeting, with the abstract published in the open-access journal Pregnancy.

In the study, a team of physicians from the Icahn School of Medicine at Mount Sinai (New York, NY, USA), with experience ranging from one to over 30 years, reviewed a set of 200 ultrasounds. The review involved 14 OB-GYNs and maternal-fetal medicine subspecialists who assessed each ultrasound, both with and without the use of an AI-based software program from BrightHeart (Paris, Francei). The data were compared to determine whether the AI software enhanced the clinicians' ability to detect cases that were suspicious for congenital heart defects. The results showed that, regardless of the physician’s experience or subspecialty training, the AI system significantly improved the ability of clinicians to detect cases of congenital heart defects. Additionally, the study found that the clinicians' confidence in detecting these defects increased, and they were able to determine whether a case was suspicious more quickly with the assistance of the AI software.

“Our findings show that the AI-based software significantly improved detection of ultrasounds that were suspicious for congenital heart defects not only among OB-GYNs but also among maternal-fetal medicine subspecialists. This has a tremendous impact in terms of neonatal outcomes and has the potential to change clinical practice,” said the study’s lead author Jennifer Lam-Rachlin, MD, a maternal-fetal medicine subspecialist.

“Most congenital heart defects occur in pregnancies that are considered low risk, which means the pregnant person is most likely being seen by an OB-GYN versus a maternal-fetal medicine subspecialist who has more experience in detecting congenital heart defects,” added Christophe Gardella, Ph.D., chief technical officer for BrightHeart. “We built our AI software with experts to help elevate the detection rate, even among non-specialists, and drive earlier diagnosis to improve outcomes.”

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75 (95.129013061523): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294804016 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

76 (52.928924560547): 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`

77 (70.095062255859): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (45.061111450195): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (39.815902709961): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (39.815902709961): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (52.928924560547): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (56.028366088867): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (!!!!! 3940.1054382324): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (127.07710266113): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (53.882598876953): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (43.153762817383): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

90 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (214.81513977051): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

92 (79.870223999023): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

93 (118.01719665527): 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=294804016 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

94 (151.8726348877): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

95 (105.85784912109): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

96 (607.01370239258): 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=294804016 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

97 (991.1060333252): 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

98 (!!!!! 1291.036605835): 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

99 (789.88075256348): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

100 (252.96211242676): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

101 (241.04118347168): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

102 (257.01522827148): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

103 (244.140625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

104 (211.00044250488): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

105 (82.015991210938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

106 (65.803527832031): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

107 (491.14227294922): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

108 (!!!!! 88670.969009399): 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

109 (!!!!! 5659.1033935547): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294804016 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294804016 AND type='deeppockets_item' AND published='1' LIMIT 1

110 (!!!!! 23361.921310425): ( 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 (96.08268737793): ( 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 (576.97296142578): 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 (78.916549682617): 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 (529.05082702637): 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 (69.141387939453): 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 (370.97930908203): 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 (59.843063354492): 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 (300.16899108887): 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 (42.915344238281): 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 (663.99574279785): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

121 (575.06561279297): SELECT name FROM jos_deeppockets WHERE id=214

122 (46.014785766602): SELECT name FROM jos_deeppockets WHERE id=214

123 (693.08280944824): 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 '((;)|(^))214((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

124 (578.88031005859): 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 '((;)|(^))214((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

125 (84.877014160156): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

126 (56.982040405273): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

127 (!!!!! 15533.924102783): TRUNCATE TABLE jos_trademed_module

128 (180.95970153809): 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=294804016 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

129 (771.99935913086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

130 (104.90417480469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

131 (98.943710327148): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

132 (68.902969360352): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

133 (!!!!! 1787.9009246826): 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

134 (99.897384643555): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

135 (622.98774719238): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

136 (66.995620727539): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294804016 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294804016 AND type='deeppockets_item' AND published='1' LIMIT 1

137 (50.067901611328): 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=214 or channel_id is null)

138 (48.87580871582): 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=214 or channel_id is null)

139 (65.088272094727): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

140 (108.95729064941): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

141 (73.909759521484): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294804016 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294804016 AND published='1' LIMIT 1

142 (175.95291137695): select jos_twitters.link from jos_twitters where cat=10

143 (51.975250244141): select jos_facebook.link from jos_facebook where cat=10

144 (49.114227294922): select jos_google_plus.link from jos_google_plus where cat=10

145 (47.922134399414): select jos_linkedin.link from jos_linkedin where cat=10

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