1623
clinical study

The utility of deep learning: evaluation of a convolutional neural network for detection of intracranial bleeds on non-contrast head computed tomography studies

Materials & Methods

The algorithm was tested on 7,112 non-contrast head CTs acquired during 2016–2017 from two, large urban academic and trauma centers. 

Results

Promising results of a scalable and clinically pragmatic AI model tested on a large set of real-world data from high-volume medical centers. Results showed a 98% level of accuracy, with 95% sensitivity and over 98% specificity. 

Conclusions

The AI algorithm had high levels of accuracy (98%), sensitivity (95%) and over 98% specificity (98%)

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Aidoc Staff

Marlee Ravid

<p>Marlee Ravid brings over a decade of experience in content marketing, communications and customer engagement to her role as Customer Marketing Manager at Aidoc.</p> <p>She strategically executes innovative programs that amplify the leadership of both Aidoc and its customers, helping to position them as visionaries in healthcare. Having been with Aidoc since its early days, Ravid has worked closely with leadership to build and implement comprehensive marketing strategies, from content development to demand generation and brand awareness.</p> <p>She holds a bachelor’s degree from Georgia State University and a master’s degree from Tel Aviv University.</p>

Heather Cmiel

<p>Heather Cmiel is an accomplished marketing and communications leader with a proven track record of driving business results using integrated marketing, brand and communications strategies combined with execution excellence. She currently serves as the Vice President of Brand and Communications at Aidoc.</p> <p>Cmiel previously led marketing communications for the Medical Solutions Division at 3M Health Care, now Solventum. Her extensive experience also includes key roles at Bellmont Partners, Weber Shandwick and Maccabee Group.</p> <p>She holds a master’s degree in communication from Purdue University, and is an adjunct professor at the University of St. Thomas. Cmiel is an accredited member of the Public Relations Society of America (PRSA), and is a past president of the Minnesota PRSA chapter.</p>