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13 research outcomes, page 1 of 2
  • publication . Preprint . Part of book or chapter of book . 2020
    Open Access English
    Authors:
    Saad Nadeem; Travis J. Hollmann; Allen Tannenbaum;
    Project: NIH | MOUSE GENETICS (2P30CA008748-43), NIH | Glymphatic function in a ... (5R01AG048769-04)

    Variations in hematoxylin and eosin (H&E) stained images (due to clinical lab protocols, scanners, etc) directly impact the quality and accuracy of clinical diagnosis, and hence it is important to control for these variations for a reliable diagnosis. In this work, we p...

  • publication . Preprint . 2019
    Open Access English
    Authors:
    Joseph O. Deasy; Maryam Pouryahya; Jung Hun Oh; Allen Tannenbaum; Allen Tannenbaum; Zehor Belkhatir; James C. Mathews; Pedram Javanmard;
    Publisher: Cold Spring Harbor Laboratory
    Project: NIH | Glymphatic function in a ... (5R01AG048769-04), NIH | MOUSE GENETICS (2P30CA008748-43)

    <jats:title>Abstract</jats:title><jats:p>The remarkable growth of multi-platform genomic profiles has led to the multiomics data integration challenge. The effective integration of such data provides a comprehensive view of the molecular complexity of cancer tumors and ...

  • publication . Other literature type . Preprint . 2019
    Open Access
    Authors:
    James C. Mathews; Joseph O. Deasy; Caroline Moosmüller; Caroline Moosmüller; Maryam Pouryahya; Jung Hun Oh; Zehor Belkhatir; Allen Tannenbaum; Allen Tannenbaum;
    Publisher: bioRxiv
    Project: NIH | Glymphatic function in a ... (5R01AG048769-04), NIH | MOUSE GENETICS (2P30CA008748-43)

    <jats:title>Abstract</jats:title><jats:p>The study of large-scale pharmacogenomics provides an unprecedented opportunity to develop computational models that can accurately predict large cohorts of cell lines and drugs. In this work, we present a novel method for predic...

  • publication . Preprint . Article . 2020
    Open Access
    Authors:
    Taghvaei, Amirhossein; Georgiou, Tryphon T.; Norton, Larry; Tannenbaum, Allen R;
    Publisher: Cold Spring Harbor Laboratory
    Project: NSF | Collaborative Research: D... (1807664), NIH | Glymphatic function in a ... (5R01AG048769-04), NIH | MOUSE GENETICS (2P30CA008748-43)

    Author(s): Taghvaei, Amirhossein; Georgiou, Tryphon T; Norton, Larry; Tannenbaum, Allen R | Abstract: The purpose of this work is to make a case for epidemiological models with fractional exponent in the contribution of sub-populations to the transmission rate. More spe...

  • publication . Preprint . Other literature type . Article . 2019
    Open Access
    Authors:
    Allen Tannenbaum; Yongxin Chen; Christophe Lenglet; Hamza Farooq; Tryphon T. Georgiou;
    Publisher: Cold Spring Harbor Laboratory
    Project: NIH | SILICON GRAPHICS PRISM EX... (1S10RR023043-01), NSF | Theory and Techniques for... (1509387), NIH | Neuroimaging Analysis Cen... (5P41EB015902-20), NIH | Center for Functional Ima... (5P41EB015896-18), NIH | A Storage Area Network fo... (1S10RR023401-01A2), NIH | FUNCTIONAL MRI INFORMATIC... (5P41RR013218-09), NIH | NMR Imaging and Spectrosc... (4P41EB015894-24), NIH | Computeserver Structural ... (1S10RR019307-01), NIH | Core 3 - Institutional Ce... (5P30NS076408-02), NIH | MOUSE GENETICS (2P30CA008748-43),...

    Although brain functionality is often remarkably robust to lesions and other insults, it may be fragile when these take place in specific locations. Previous attempts to quantify robustness and fragility sought to understand how the functional connectivity of brain netw...

  • publication . Other literature type . Preprint . Article . 2020
    Open Access English
    Authors:
    Jiening Zhu; Rena Elkin; Jung Hun Oh; Joseph O. Deasy; Allen Tannenbaum;
    Project: NIH | Glymphatic function in a ... (5R01AG048769-04), NIH | MOUSE GENETICS (2P30CA008748-43)

    Unbalanced optimal mass transport (OMT) seeks to remove the conservation of mass constraint by adding a source term to the standard continuity equation in the Benamou-Brenier formulation of OMT. In this study, we show how the unbalanced case fits into the vector-valued ...

  • publication . Preprint . Article . Other literature type . 2019
    Open Access
    Authors:
    Yannis G. Kevrekidis; Joseph O. Deasy; Maryam Pouryahya; Allen Tannenbaum; James C. Mathews; Caroline Moosmüller;
    Publisher: Cold Spring Harbor Laboratory
    Project: NIH | MOUSE GENETICS (2P30CA008748-43), NIH | Glymphatic function in a ... (5R01AG048769-04)

    <jats:title>Abstract</jats:title> <jats:p>Many biological datasets are high-dimensional yet manifest an underlying order. In this paper, we describe an unsupervised data analysis methodology that operates in the setting of a multivariate dataset and a network which expr...

  • publication . Preprint . Other literature type . 2019
    Open Access English
    Authors:
    Aditya Apte; Zehor Belkhatir; Joseph O. Deasy; Aditi Iyer; James C. Mathews; Saad Nadeem; Maryam Pouryahya; Allen Tannenbaum;
    Publisher: Cold Spring Harbor Laboratory
    Project: NIH | Glymphatic function in a ... (5R01AG048769-04), NIH | MOUSE GENETICS (2P30CA008748-43)

    <jats:title>Abstract</jats:title><jats:p>The emerging field of radiomics, which consists of transforming standard-of-care images to quantifiable scalar statistics, endeavors to reveal the information hidden in these macroscopic images. This field of research has found d...

  • publication . Preprint . 2019
    Open Access English
    Authors:
    Chen, Yongxin; Georgiou, Tryphon T.; Tannenbaum, Allen R.;
    Project: NIH | MOUSE GENETICS (2P30CA008748-43), NSF | Collaborative Research: D... (1807664), NSF | EAGER: Real-Time: Search ... (1839441), NIH | Glymphatic function in a ... (5R01AG048769-04), NIH | Dose-distribution radiomi... (5R01CA198121-02)

    Comment: 6 pages, 6 figures

  • publication . Preprint . Other literature type . 2019
    Open Access
    Authors:
    Nancy Y. Lee; Eve LoCastro; Allen Tannenbaum; Amita Shukla-Dave; Saad Nadeem; Joseph O. Deasy; Rena Elkin; Ramesh Paudyal; Vaios Hatzoglou;
    Publisher: Cold Spring Harbor Laboratory
    Project: NIH | MOUSE GENETICS (2P30CA008748-43), NIH | Glymphatic function in a ... (5R01AG048769-04), NIH | Dose-distribution radiomi... (5R01CA198121-02)

    <jats:title>Abstract</jats:title><jats:p>Current state-of-the-art models for estimating the pharmacokinetic parameters do not account for intervoxel movement of the contrast agent (CA). We introduce an optimal mass transport (OMT) formulation that naturally handles inte...

13 research outcomes, page 1 of 2