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SUMMARY:Deep learning in medical imaging - successes\, pitfalls and challe
 nges - Prof Lena Maier-Hein from DKFZ in Heidelberg 
DTSTART:20201214T150000Z
DTEND:20201214T161500Z
UID:TALK154699@talks.cam.ac.uk
CONTACT:Anna Toporska
DESCRIPTION:Machine learning has begun to revolutionize almost all areas o
 f health research. Success stories cover a wide variety of application fie
 lds ranging from radiology and dermatology to gastroenterology and mental 
 health applications. Strikingly\, however\, (1) such widely known success 
 stories appear to be lacking in some subfields of healthcare\, such as sur
 gery and (2) solutions that perform favorably in research have generally n
 ot been translated to clinical practice. This talk will therefore discuss 
 challenges\, pitfalls as well as new research directions and strategies fo
 r enabling clinical AI-based healthcare\, with a specific focus on interve
 ntional biomedical image analysis.\n\n
LOCATION:ZOOM (live)
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