Search Results - "John, Mathews M."

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    Manifold Approximating Graph Interpolation of Cardiac Local Activation Time by Hellar, Jennifer, Cosentino, Romain, John, Mathews M., Post, Allison, Buchan, Skylar, Razavi, Mehdi, Aazhang, Behnaam

    “…Objective: Local activation time (LAT) mapping of cardiac chambers is vital for targeted treatment of cardiac arrhythmias in catheter ablation procedures…”
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    Journal Article
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    A novel convolutional neural network for reconstructing surface electrocardiograms from intracardiac electrograms and vice versa by Banta, Anton, Cosentino, Romain, John, Mathews M., Post, Allison, Buchan, Skylar, Razavi, Mehdi, Aazhang, Behnaam

    Published in Artificial intelligence in medicine (01-08-2021)
    “…We propose a novel convolutional neural network framework for mapping a multivariate input to a multivariate output. In particular, we implement our algorithm…”
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    Journal Article
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    Artificial Intelligence and Machine Learning in Cardiac Electrophysiology by John, Mathews M, Banta, Anton, Post, Allison, Buchan, Skylar, Aazhang, Behnaam, Razavi, Mehdi

    Published in Texas Heart Institute journal (01-01-2022)
    “…Cardiac electrophysiology requires the processing of several patient-specific data points in real time to provide an accurate diagnosis and determine an…”
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    Journal Article
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    Alcohol Ablation of Cardiac Tissues Quantified and Evaluated Using CIELAB Euclidean Distances by Rook, Ashley, John, Mathews M, Post, Allison, Razavi, Mehdi

    Published in Texas Heart Institute journal (01-08-2020)
    “…Ethanol solubilizes cell membranes, making it useful for various ablation applications. We examined the effect of time and alcohol type on the extent of…”
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    Journal Article
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    Graph-Based Interpolation of Local Activation Time on the Cardiac Surface by Hellar, Jennifer, Cosentino, Romain, John, Mathews M, Post, Allison, Buchan, Skylar, Razavi, Mehdi, Aazhang, Behnaam

    “…We propose a novel method for spatial interpolation of local activation times (LATs), a feature extracted from intracardiac electrograms (EGMs) which are…”
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    Conference Proceeding
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    RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms by Zhang, Yongan, Banta, Anton, Fu, Yonggan, John, Mathews M, Post, Allison, Razavi, Mehdi, Cavallaro, Joseph, Aazhang, Behnaam, Lin, Yingyan

    Published 03-11-2021
    “…There exists a gap in terms of the signals provided by pacemakers (i.e., intracardiac electrogram (EGM)) and the signals doctors use (i.e., 12-lead…”
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    Journal Article
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    Nonlinear Regression with a Convolutional Encoder-Decoder for Remote Monitoring of Surface Electrocardiograms by Banta, Anton, Cosentino, Romain, John, Mathews M, Post, Allison, Buchan, Skyler, Razavi, Mehdi, Aazhang, Behnaam

    Published 10-12-2020
    “…We propose the Nonlinear Regression Convolutional Encoder-Decoder (NRCED), a novel framework for mapping a multivariate input to a multivariate output. In…”
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    Journal Article
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    e-G2C: A 0.14-to-8.31 $\mu$J/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM by Zhao, Yang, Zhang, Yongan, Fu, Yonggan, Ouyang, Xu, Wan, Cheng, Wu, Shang, Banta, Anton, John, Mathews M, Post, Allison, Razavi, Mehdi, Cavallaro, Joseph, Aazhang, Behnaam, Lin, Yingyan

    Published 23-07-2022
    “…This work presents the first silicon-validated dedicated EGM-to-ECG (G2C) processor, dubbed e-G2C, featuring continuous lightweight anomaly detection,…”
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    Journal Article
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    State Administrative Reorganization by Mathews, John M.

    Published in The American political science review (01-08-1922)
    “…Writing in 1919, Mr. W. F. Willoughby declared that “at the present time few reforms of government in the United States are more urgent than that of the…”
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    Journal Article
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    Roosevelt's Latin-American Policy by Mathews, John M.

    Published in The American political science review (01-10-1935)
    “…Although my subject is President Roosevelt's Latin-American policy (to March, 1935), I shall take the liberty of treating it in a broad way so as to include…”
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    Journal Article
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    Political Parties and the War by Mathews, John M.

    Published in The American political science review (01-05-1919)
    “…The pathology of political parties is illustrated under especially illuminating circumstances during time of war. The internal political conditions of every…”
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    Journal Article
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