Search Results for author: Christopher D. Carothers

Found 3 papers, 2 papers with code

Specialty-Oriented Generalist Medical AI for Chest CT Screening

1 code implementation3 Apr 2023 Chuang Niu, Qing Lyu, Christopher D. Carothers, Parisa Kaviani, Josh Tan, Pingkun Yan, Mannudeep K. Kalra, Christopher T. Whitlow, Ge Wang

Modern medical records include a vast amount of multimodal free text clinical data and imaging data from radiology, cardiology, and digital pathology.

Disease Prediction Lung Cancer Diagnosis +3

Training Deep Neural Networks with Constrained Learning Parameters

no code implementations1 Sep 2020 Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail

We believe that deep neural networks (DNNs), where learning parameters are constrained to have a set of finite discrete values, running on neuromorphic computing systems would be instrumental for intelligent edge computing systems having these desirable characteristics.


A Visual Analytics Framework for Reviewing Streaming Performance Data

1 code implementation26 Jan 2020 Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma

To support streaming data analysis, we introduce a visual analytic framework comprising of three modules: data management, analysis, and interactive visualization.


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