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Showing 2 projects out of 2 found. On page 1 out of 1.
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Large scale machine learning projects for medical imaging and natural language processing in Pathology

Iain Carmichael - Professor, Statistics

Status: Full- no new appr needed Weekly Hours: to be negotiated Location: Off Campus

Work with UCSF on large scale machine learning projects for medical imaging and text processing in Pathology. The ultimate aim of this collaboration is to develop clinically impactful deep learning algorithms for disease diagnosis/prognosis using massive (e.g. 100,000x100,000 pixel) whole slide images (https://www.pixelscientia.com/article-finding-prognostic-patterns-in...

Digital Humanities and Data Science Mathematical and Physical Sciences

Development of an open-source annotation collection framework in javascript to accelerate the use of artificial intelligence in cancer diagnosis

Iain Carmichael - Professor, Statistics

Status: Full- no new appr needed Weekly Hours: 12 or more hours Location: On Campus

There is an expanding effort to improve patient care and accelerate biomedical research through the development of artificial intelligence (AI) algorithms that analyze high-resolution images of cancerous tissue biopsies. As in all AI applications, data is the critical ingredient; our ability to develop clinically deployable algorithms is dependent on...

Digital Humanities and Data Science Mathematical and Physical Sciences