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New AI Tool Reduces Radiologists Read Times by 40%

By MedImaging International staff writers
Posted on 22 May 2023
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Image: The new AI tool helps radiologists reduce read times by up to 40% (Photo courtesy of Freepik)
Image: The new AI tool helps radiologists reduce read times by up to 40% (Photo courtesy of Freepik)

Locating patients' previous examinations can be a significant time drain in a radiologist's workflow. Now, a new study suggests that deep learning technology could help considerably lessen this load.

A study by researchers with the Department of Radiology at University Hospital Basel (Basel, Switzerland) has shown that employing a deep learning tool to identify patients' relevant past imaging can reduce radiologists' interpretation times by about 40%. The tool named TimeLens proved effective in identifying exams and highlighting significant findings from past exams for radiologists to examine. TimeLens is built on natural language processing and descriptor-based image-matching algorithms. The findings suggest that reducing the time spent by radiologists to manually search for previous exams could greatly benefit both patients and healthcare providers.

For the study, the researchers assessed the reading times and habits (clicks, mouse movements, etc.) of radiologists using the tool on 3,872 series of 246 radiology examinations from 75 patients (189 CTs, 95 MRIs). With the use of TimeLens, the average time needed to examine a finding at any given timepoint dropped from 107 to 65 seconds, with the most significant reductions observed in pulmonary nodule assessments. Since the tool identified relevant past exams for the readers, its use also resulted in over 17% fewer clicks and a 38% reduction in mouse travel.

Another notable observation was that younger, less experienced radiologists were quicker when using the tool compared to their more experienced counterparts. The researchers believe this is due to the younger generation being more accustomed to digital technology, hence adapting to new technologies with ease. While the exact financial impact of time savings from not having to locate past imaging is challenging to determine, the team estimated, using NHS data, that utilized the deep learning tool could have saved 1,145 days of reading time within the NHS system alone in August 2021, based on 780,000 cross-sectional imaging examinations with an average of three findings per study requiring comparison.

“The time-intensive nature of this longitudinal assessment is not only suboptimal in the setting of increasing radiology workloads, but can also result in limited review of relevant prior examinations, putting interpretive accuracy and report quality at risk,” noted Thomas Weikert, MD, corresponding author with the Department of Radiology at University Hospital Basel.

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95 (69.856643676758): SELECT show_live FROM jos_com_show_setting LIMIT 1
96 (190.01960754395): SELECT show_live FROM jos_com_show_setting LIMIT 1
97 (80.108642578125): SELECT show_live FROM jos_com_show_setting LIMIT 1
98 (113.96408081055): SELECT show_live FROM jos_com_show_setting LIMIT 1
99 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1
100 (860.92948913574): SELECT show_live FROM jos_com_show_setting LIMIT 1
101 (50.067901611328): SELECT show_live FROM jos_com_show_setting LIMIT 1
102 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1
103 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1
104 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1
105 (33.140182495117): SELECT show_live FROM jos_com_show_setting LIMIT 1
106 (447.98851013184): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
107 (128.03077697754): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
108 (74.863433837891): 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=294797282 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1
109 (530.00450134277): 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=294797282 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1
110 (!!!!! 7385.0154876709): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
111 (77.962875366211): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
112 (960.8268737793): 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=294797282 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1
113 (733.85238647461): 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=294797282 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1
114 (421.04721069336): 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=294797279 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1
115 (656.1279296875): 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=294797279 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1
116 (536.91864013672): 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
117 (!!!!! 4718.0652618408): 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
118 (267.02880859375): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
119 (236.03439331055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
120 (550.98533630371): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
121 (46.014785766602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
122 (738.14392089844): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
123 (48.160552978516): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
124 (402.92739868164): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`
125 (!!!!! 39583.921432495): 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
126 (465.15464782715): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
127 (282.04917907715): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
128 (782.96661376953): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294797282 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294797282 AND type='deeppockets_item' AND published='1' LIMIT 1
129 (!!!!! 1545192.0032501): ( 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
130 (190.01960754395): ( 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
131 (754.11796569824): 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
132 (185.01281738281): 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
133 (!!!!! 1105.785369873): 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
134 (134.94491577148): 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
135 (990.86761474609): 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
136 (66.041946411133): 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
137 (462.05520629883): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1
138 (375.98609924316): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1
139 (151.15737915039): SELECT name FROM jos_deeppockets WHERE id=212
140 (45.7763671875): SELECT name FROM jos_deeppockets WHERE id=212
141 (627.99453735352): 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((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3
142 (575.06561279297): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))212((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3
143 (73.909759521484): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
144 (65.803527832031): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
145 (!!!!! 13880.968093872): TRUNCATE TABLE jos_trademed_module
146 (602.00691223145): 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=294797282 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1
147 (183.8207244873): 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=294797282 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1
148 (354.05158996582): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1
149 (91.075897216797): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1
150 (700.23536682129): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
151 (54.121017456055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
152 (!!!!! 1313.9247894287): 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
153 (!!!!! 9690.0463104248): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
154 (!!!!! 7543.0870056152): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
155 (!!!!! 1405.9543609619): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294797282 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294797282 AND type='deeppockets_item' AND published='1' LIMIT 1
156 (95.129013061523): 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=0 or channel_id is null)
157 (37.908554077148): 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=0 or channel_id is null)
158 (!!!!! 1753.0918121338): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1
159 (205.99365234375): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
160 (!!!!! 1354.9327850342): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294797282 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294797282 AND published='1' LIMIT 1
161 (191.92695617676): select jos_twitters.link from jos_twitters where cat=10
162 (56.982040405273): select jos_facebook.link from jos_facebook where cat=10
163 (53.882598876953): select jos_google_plus.link from jos_google_plus where cat=10
164 (52.928924560547): select jos_linkedin.link from jos_linkedin where cat=10
165 (!!!!! 1794.0998077393): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)
166 (!!!!! 17492.055892944): insert into jos_banners_delta values (14615,'2025-04-30 09:03:34','3.12.148.147','view'),(14202,'2025-04-30 09:03:34','3.12.148.147','view'),(14203,'2025-04-30 09:03:34','3.12.148.147','view')