Search Results for author: Marios Pattichis

Found 4 papers, 0 papers with code

Fast 2D Convolutions and Cross-Correlations Using Scalable Architectures

no code implementations24 Dec 2021 Cesar Carranza, Daniel Llamocca, Marios Pattichis

The approach uses scalable architectures that can be fitted into modern FPGA and Zynq-SOC devices.

Fast and Scalable Computation of the Forward and Inverse Discrete Periodic Radon Transform

no code implementations24 Dec 2021 Cesar Carranza, Daniel Llamocca, Marios Pattichis

On the other hand, the scalable DPRT approach requires more 1-bit additions than for the systolic implementation and provides a trade-off between speed and additional 1-bit additions.

Interpretable Neural Networks for Predicting Mortality Risk using Multi-modal Electronic Health Records

no code implementations23 Jan 2019 Alvaro E. Ulloa Cerna, Marios Pattichis, David P. vanMaanen, Linyuan Jing, Aalpen A. Patel, Joshua V. Stough, Christopher M. Haggerty, Brandon K. Fornwalt

We present an interpretable neural network for predicting an important clinical outcome (1-year mortality) from multi-modal Electronic Health Record (EHR) data.

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