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Microsoft is partnering with the digital pathology company Paige to create the world’s largest artificial intelligence (AI) model based on image analysis to help detect cancer. This AI model will be used for digital pathology and oncology, and it has been built with billions of parameters, making it larger than any other model of its kind available today.
The founder and Chief Scientist of Paige, Dr. Thomas Fuchs, explained to FOX News Digital that the amount of data used in this model surpasses anything known to come from Google or Facebook.
He remarked, “It exceeds anything you’ll come across in this domain by a significant margin.”
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Paige has been digitizing thousands of slides for years to aid in cancer diagnosis. However, for this kind of work, the need for AI models with billions of images and massive computing power was essential. Fuchs stated, “This is where Microsoft comes in. We work with Microsoft in many facets. So, with Nuance, for example, with Azure, and Microsoft Research and their resources and their scale, we can now build models with thousands of GPUs that are applied at an unprecedented scale.”
In the next developmental phase, up to 4 million digitized microscopic slides from clinical data archives will be included in the Paige AI model. Using Microsoft’s vast computing infrastructure, this model will be deployed in laboratories and hospitals to assist in diagnoses.
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The model’s benefits lie in its ability to better understand the morphology of cancer in general tissues, which can then be used for predictions and recommendations by rare disease models, like pathologists and oncologists. It is expected to significantly reduce misdiagnoses in medicine.
According to a recent report from the Johns Hopkins School of Medicine, incorrect diagnoses in the United States due to misinterpretations occur annually, leading to hundreds of thousands of deaths and significant morbidity.
Ultimately, Fuchs hopes that the model can be adapted for all rare cancers or serve as a diagnostic tool for any cancer a patient may have, not just a specific area like breast or lung cancer.
Paige has made significant strides in the healthcare industry after creating the first large foundation model for health. This model utilizes over a billion images from digital pathology slides, encompassing various types of cancer.
Paige’s work, combined with Microsoft’s expertise and immense computing power, promises to push forward the latest technologies in cancer imaging, ultimately improving the lives of countless individuals affected by cancer on a daily basis.
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