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Опубликовано 1 ноября 2023, 14:00
Using AI to solve complex problems such as identifying and classifying diseases requires a multimodal approach. This demo shows an example of multimodal disease prediction running on CPU hardware.
This demo shows a multimodal disease prediction AI use case, which combines computer vision and natural language processing models with a weighted ensemble method to produce a prediction. This application uses radiology images and clinical notes to provide a prediction as to whether a patient may have breast cancer. It is optimized to run fine-tuning and inference on a CPU.
You can use this kit to get started and fine-tune for your multimodal medical diagnosis application. It comes with full documentation, scripts, and example data sets, so you can get started applying multimodal AI to your application.
Multi-Modal Disease Prediction: bit.ly/479HP0C
Intel AI Software: intel.ly/3tNNr2l
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
Get Started with Multimodal AI Disease Prediction | Intel Software
This demo shows a multimodal disease prediction AI use case, which combines computer vision and natural language processing models with a weighted ensemble method to produce a prediction. This application uses radiology images and clinical notes to provide a prediction as to whether a patient may have breast cancer. It is optimized to run fine-tuning and inference on a CPU.
You can use this kit to get started and fine-tune for your multimodal medical diagnosis application. It comes with full documentation, scripts, and example data sets, so you can get started applying multimodal AI to your application.
Multi-Modal Disease Prediction: bit.ly/479HP0C
Intel AI Software: intel.ly/3tNNr2l
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
Get Started with Multimodal AI Disease Prediction | Intel Software
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