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3 Trends Driving Medical AI Democratization

3 Trends Driving Medical AI Democratization

This summer is an exciting time to be working in medical imaging AI.  I have been thinking about three new developments that may have profound implications for patients, care delivery organizations, and medical AI developers in the months ahead.

Visit CuraCloud at SIIM19

Visit CuraCloud at SIIM19

CuraCloud will be exhibiting at Society for Imaging Informatics in Medicine (SIIM) Annual Meeting from June 26 to June 28 at Gaylord Rockies Resort and Convention Center in Aurora, CO.

European Radiology Research Paper

European Radiology Research Paper

CuraCloud’s most recent research paper entitled “Precise diagnosis of intracranial hemorrhage and subtypes using a three-dimensional joint convolutional and recurrent neural network” has been accepted for publication in European Radiology.

DeepCenterline Research Paper

DeepCenterline Research Paper

CuraCloud’s most recent research paper entitled “DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction” has been accepted for presentation at Information Processing in Medical Imaging (IPMI) 2019 in Hong Kong.

CuraCloud Medical AI Development Services

CuraCloud Medical AI Development Services

The problem addressed in this white paper is the challenge of applying formal systems development processes to collaborative development of Artificial Intelligence (AI) in healthcare.

Selected Publications

NEW Learn to be Uncertain: Leveraging Uncertain Labels in Chest X-rays with Bayesian Neural Networks

Yang HY, Yang J, Pan Y, Cao K, Song Q, et al.,
Uncertainty and Robustness in Deep Visual Learning Workshop, IEEE Conference on Computer Vision and Pattern Recognition, June, 2019.

NEW Precise Diagnosis of Intracranial Hemorrhage and Subtypes Using a Three-dimensional Joint Convolutional and Recurrent Neural Network

Ye H*, Gao F* (*Equal contribution), Yin Y, Guo D, Zhao P, et al.,
European Radiology, March, 2019.

NEW DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction

Guo Z, Bai J, Lu Y, Wang X, Cao K, et al.,
International conference on Information Processing in Medical Imaging (IPMI), 2019.