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Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation

Dec 19, 2020
Abhishek K Dubey, Michael T Young, Christopher Stanley, Dalton Lunga, Jacob Hinkle

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Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports

Jul 31, 2020
Abhishek K Dubey, Alina Peluso, Jacob Hinkle, Devanshu Agarawal, Zilong Tan

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Automated detection of pitting and stress corrosion cracks in used nuclear fuel dry storage canisters using residual neural networks

Mar 06, 2020
Theodore Papamarkou, Hayley Guy, Bryce Kroencke, Jordan Miller, Preston Robinette, Daniel Schultz, Jacob Hinkle, Laura Pullum, Catherine Schuman, Jeremy Renshaw, Stylianos Chatzidakis

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Wide Neural Networks with Bottlenecks are Deep Gaussian Processes

Jan 09, 2020
Devanshu Agrawal, Theodore Papamarkou, Jacob Hinkle

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Challenges in Bayesian inference via Markov chain Monte Carlo for neural networks

Nov 14, 2019
Theodore Papamarkou, Jacob Hinkle, M. Todd Young, David Womble

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Polynomial Regression on Riemannian Manifolds

Mar 01, 2012
Jacob Hinkle, Prasanna Muralidharan, P. Thomas Fletcher, Sarang Joshi

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