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Опубликовано 17 марта 2025, 21:56
AI methods for understanding implicit structures in medical records
Medical records are complex, nuanced and very often hard to use by even medical professionals. The requirement of focused human cognition and the lack of the right tools have hindered many innovation and process improvement opportunities. In this talk, we will show our latest progress on developing AI methods to model and visualize structures in medical records that are inherent but implicit. Our approach includes classic machine learning methods, neural nets, as well as fine-tuning of language models. We will discuss use cases and potential to create personalized AI agents to help professionals serving different and collaborative roles on a clinical team. About Intel Software:
Intel® Developer Zone is committed to empowering and assisting software developers in creating applications for Intel hardware and software products. The Intel Software YouTube channel is an excellent resource for those seeking to enhance their knowledge. Our channel provides the latest news, helpful tips, and engaging product demos from Intel and our numerous industry partners. Our videos cover various topics; you can explore them further by following the links.
Connect with Intel Software:
INTEL SOFTWARE WEBSITE: intel.ly/2KeP1hD
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INTEL SOFTWARE on TWITTER: bit.ly/2zahGSn
INTEL SOFTWARE GITHUB: bit.ly/2zaih6z
INTEL DEVELOPER ZONE LINKEDIN: bit.ly/2z979qs
INTEL DEVELOPER ZONE INSTAGRAM: bit.ly/2z9Xsby
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AI Methods for Understanding Implicit Structures in Medical Records | Lightning Talk | Intel Software
Medical records are complex, nuanced and very often hard to use by even medical professionals. The requirement of focused human cognition and the lack of the right tools have hindered many innovation and process improvement opportunities. In this talk, we will show our latest progress on developing AI methods to model and visualize structures in medical records that are inherent but implicit. Our approach includes classic machine learning methods, neural nets, as well as fine-tuning of language models. We will discuss use cases and potential to create personalized AI agents to help professionals serving different and collaborative roles on a clinical team. About Intel Software:
Intel® Developer Zone is committed to empowering and assisting software developers in creating applications for Intel hardware and software products. The Intel Software YouTube channel is an excellent resource for those seeking to enhance their knowledge. Our channel provides the latest news, helpful tips, and engaging product demos from Intel and our numerous industry partners. Our videos cover various topics; you can explore them further by following the links.
Connect with Intel Software:
INTEL SOFTWARE WEBSITE: intel.ly/2KeP1hD
INTEL SOFTWARE on FACEBOOK: bit.ly/2z8MPFF
INTEL SOFTWARE on TWITTER: bit.ly/2zahGSn
INTEL SOFTWARE GITHUB: bit.ly/2zaih6z
INTEL DEVELOPER ZONE LINKEDIN: bit.ly/2z979qs
INTEL DEVELOPER ZONE INSTAGRAM: bit.ly/2z9Xsby
INTEL GAME DEV TWITCH: bit.ly/2BkNshu
#intelsoftware
AI Methods for Understanding Implicit Structures in Medical Records | Lightning Talk | Intel Software
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