{"id":3819,"date":"2022-10-21T13:07:07","date_gmt":"2022-10-21T11:07:07","guid":{"rendered":"https:\/\/staging.mediaire.ai\/?p=3819"},"modified":"2025-09-03T09:10:07","modified_gmt":"2025-09-03T07:10:07","slug":"real-life-evaluation-of-the-ai-based-neuroradiology-suite-mdbrain","status":"publish","type":"post","link":"https:\/\/mediaire.ai\/en\/real-life-evaluation-of-the-ai-based-neuroradiology-suite-mdbrain\/","title":{"rendered":"Real-life evaluation of the AI-based neuroradiology suite mdbrain"},"content":{"rendered":"
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Presented at<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/p>\n

Congress of the European Society of Radiology (2022)<\/p>\n

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Authors<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/p>\n

Albert J., Fernandez M., Thauerer M., Egger K., G\u00e4rtner F., Peters S., Hock S., Trautmann D., Opalka J.<\/p>\n

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Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Purpose<\/strong><\/p>\n

To assess whether the AI-based system mdbrain leads to efficiency gains when used in a real-life setting.<\/p>\n

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Materials & Methods<\/strong><\/p>\n

We asked 7 radiologists from 5 sites to assess subsequent radiological images as part of their daily routine, in total 285 (128\/157 with\/without the system’s support, resp.). Diagnosis (Dementia\/MS) and reading time were documented. Additionally, the system’s subjective influence on the radiological report was surveyed.<\/p>\n

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Results<\/strong><\/p>\n

The median assessment time was significantly reduced by 25% when mdbrain was used (p < 0.001) equivalent to 1:56min. This reduction was significant for both diagnoses, and more pronounced for Dementia (-57%) compared to MS cases (-13%). We further observed a strong correlation between years of experience in radiology vs. reduction of reading times (R=0.76, p=0.05). Radiologists reported that mdbrain had a diagnostic impact in 118\/128 AI-aided assessments. Among these cases, radiologist reported that mdbrain \u201creinforced their original assessment\u201d in 76 cases, \u201cenabled a clearer diagnosis\u201d in 25 cases, \u201creported anomalies that could have been missed\u201d in 7 cases, and \u201clead to confusion or less clear diagnosis\u201d in 9 cases. Therefore, mdbrain had a positive diagnostic impact in 108 out of 128 cases (84%).<\/p>\n

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Discussion<\/strong><\/p>\n

In the majority of cases (84%) the AI-based system had a positive qualitative impact on the diagnostic process. In terms of efficiency, we observed a clear drop in reading times (median -25%) whereas the effect was more pronounced in Dementia (median -57%).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Reporting times without\/with mdbrain for all 285 patients, and differentiated by indication and rater (A1 to G1) - boxplot with 25% and 75% percentiles, median (line), mean (white dot) & outliers (black dot).<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

To assess whether the AI-based system mdbrain leads to efficiency gains when used in a real-life setting.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[14],"tags":[],"class_list":["post-3819","post","type-post","status-publish","format-standard","hentry","category-publications"],"acf":[],"_links":{"self":[{"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/posts\/3819","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/comments?post=3819"}],"version-history":[{"count":5,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/posts\/3819\/revisions"}],"predecessor-version":[{"id":21636,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/posts\/3819\/revisions\/21636"}],"wp:attachment":[{"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/media?parent=3819"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/categories?post=3819"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/tags?post=3819"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}