About Craig Jones

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So far Craig Jones has created 2 blog entries.

Sequential Learning in Azure ML Collaboration with Microsoft

By |2022-07-26T08:15:34-04:00July 26th, 2022|

Dr Craig Jones, Assistant Research Professor in Computer Science (Co-Directory of the Radiology AI Lab) along with Dr Haris Sair (Directory of Neuroradiology) have an exciting new collaboration with Health AI, Microsoft.  Dr Jones along with a graduate student will be implementing a Sequential Learning algorithm for training de-identified medical image data uploaded to Microsoft [...]

Quantifying Uncertainty in Neural Network Segmentation

By |2022-07-26T08:36:27-04:00June 8th, 2022|

Dr Jones and Sair, along with Collaborators in the School of Public Health and the Division of Neuroradiology have designed a method to quantify two types of uncertainty, aleatoric and epistemic, directly from a neural network segmentation algorithm.  Details can be found here: Direct quantification of epistemic and aleatoric uncertainty in 3D U-net segmentation https://doi.org/10.1117/1.JMI.9.3.034002

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