Search Results - "Datta, Esha"

An efficient sum of disjoint product method for reliability evaluation of stochastic flow networks using d-MPs by Datta, Esha, Goyal, Neeraj

“…Stochastic flow network evaluation methods often compute a set of success events as d-MPs and obtain reliability from d-MPs. Both finding d-MPs and obtaining…”
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MapperPlus: Agnostic clustering of high-dimension data for precision medicine by Datta, Esha, Ballal, Aditya, López, Javier E, Izu, Leighton T

“…One of the goals of precision medicine is to classify patients into subgroups that differ in their susceptibility and response to a disease, thereby enabling…”
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279 Electronic Health Record Data and Topological Data Analysis to Predict Clinical Outcomes Post Myocardial Infarction by Awolope, Anna, Datta, Esha, Ballal, Aditya, Izu, Leighton T, López, Javier E.

“…OBJECTIVES/GOALS: The aim of this study is to analyze electronic health record (EHR) data using Mapper PLUS (MP), a new mathematical model, to classify acute…”
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Can Online Learning Increase the Reliability of Extreme Mobility Management? by Li, Yuanjie, Datta, Esha, Ding, Jiaxin, Shroff, Ness B., Liu, Xin

“…Seamless Internet access under extreme user mobility is highly demanded on high-speed trains and vehicles. However, existing mobile networks (e.g., 4G LTE and…”
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Mindcontrol: Organize, quality control, annotate, edit, and collaborate on neuroimaging processing results by Keshavan, Anisha, Madan, Christopher, Datta, Esha, McDonough, Ian

“…Mindcontrol is an open-source web-based dashboard to quality control and curate neuroimaging data. At Neurohackweek 2016, a group assembled to add new features…”
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Electronically-delivered push notifications Improve patient adherence to preventive care: a cohort study by Lesser, Lenard, Datta, Esha

“…CONTEXT: Despite the importance of screening, estimates indicate that 12- 18% of women have not had recent cervical cancer screening and 25-50% are not up to…”
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Abstract 14875: Topological Data Analysis of Electronic Health Record Features Predicts Major Cardiovascular Outcomes After Revascularization for Acute Myocardial Infarction by Lopez, Javier E, Datta, Esha, Ballal, Aditya, Izu, Leighton T

“…IntroductionTopological data analysis (TDA) is an emerging mathematical technique that imposes structure on a dataset and examines the shapes (or topological…”
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A Clinical Interaction Model with Tiered-Based Outreach via Mobile Notification Increases follow up for Chronic Conditions by Burr, Jeffrey, Lesser, Lenard, Temple, Jennifer, Datta, Esha

“…CONTEXT: Ensuring patients with chronic conditions achieve regular follow up is a challenge in primary care. While disease-based algorithms provide guidance…”
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Evaluation of stochastic flow networks susceptible to demand requirements between multiple sources and multiple destinations by Datta, Esha, Goyal, Neeraj Kumar

“…Computer and communication applications such as big data analytics services, social networks, enterprise business and mobile applications often require to…”
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An efficient approach to find reliable topology of stochastic flow networks under cost constraint by Datta, Esha, Goyal, Neeraj Kumar

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Abstract 14554: Novel Upstream Targets for Atrial Fibrillation by Sirish, Padmini, Yang, Jun, Datta, Esha, Ballal, Aditya, Srivatsa, Uma N, Kiaii, Bob, Izu, Leighton, Hammock, Bruce D, Chiamvimonvat, Nipavan

“…IntroductionAtrial fibrillation (AF) represents one of the most common arrhythmias seen clinically and is associated with a significant increase in morbidity…”
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Sum of disjoint product approach for reliability evaluation of stochastic flow networks by Datta, Esha, Goyal, Neeraj Kumar

“…Computer and telecommunication networks are stochastic in nature, as each node and arc may have multiple capacity states besides complete failure. Various…”
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Abstract 16360: Myocardial Injury and Rapid Unsupervised Topological Clustering of Electronic Health Record Features Predict Death and Length of Stay During a COVID-19 Hospitalization by Zarate Jarquin, Juan C, Vazquez, Eliseo T, Datta, Esha, Ballal, Aditya, Izu, Leighton T, Haczku, Angela, Whistler, Jennifer L, Lopez, Javier E

“…Abstract only Background: Elevated troponin levels, a biomarker of myocardial injury (MI), has emerged as a predictor of acute COVID-19 outcomes. However, a…”
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Enhancing precision medicine using topological data analysis: a study on myocardial infarction patients by Datta, Esha, López, Javier E., Atsina, Kwame, Cortez-Toledo, Elizabeth, Pandal, Perman, Bernal-Fausto, Alejandra G., Izu, Leighton T.

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Spinal cord grey matter segmentation challenge by Prados, Ferran, Ashburner, John, Blaiotta, Claudia, Brosch, Tom, Carballido-Gamio, Julio, Cardoso, Manuel Jorge, Conrad, Benjamin N., Datta, Esha, Dávid, Gergely, Leener, Benjamin De, Dupont, Sara M., Freund, Patrick, Wheeler-Kingshott, Claudia A.M. Gandini, Grussu, Francesco, Henry, Roland, Landman, Bennett A., Ljungberg, Emil, Lyttle, Bailey, Ourselin, Sebastien, Papinutto, Nico, Saporito, Salvatore, Schlaeger, Regina, Smith, Seth A., Summers, Paul, Tam, Roger, Yiannakas, Marios C., Zhu, Alyssa, Cohen-Adad, Julien

“…An important image processing step in spinal cord magnetic resonance imaging is the ability to reliably and accurately segment grey and white matter for tissue…”
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Functional connectomics and the multiscale view of acute myocardial infarction (MI) by Izu, Leighton T., Datta, Esha, Ballal, Aditya, Izu, Miki R., Cortez-Toledo, Elizabeth, Awolope, Anna, López, Javier E.

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Mindcontrol: A web application for brain segmentation quality control by Keshavan, Anisha, Datta, Esha, M. McDonough, Ian, Madan, Christopher R., Jordan, Kesshi, Henry, Roland G.

“…Tissue classification plays a crucial role in the investigation of normal neural development, brain-behavior relationships, and the disease mechanisms of many…”
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Gray matter segmentation of the spinal cord with active contours in MR images by Datta, Esha, Papinutto, Nico, Schlaeger, Regina, Zhu, Alyssa, Carballido-Gamio, Julio, Henry, Roland G.

“…Fully or partially automated spinal cord gray matter segmentation techniques for spinal cord gray matter segmentation will allow for pivotal spinal cord gray…”
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Association of HLA Genetic Risk Burden With Disease Phenotypes in Multiple Sclerosis by Isobe, Noriko, Keshavan, Anisha, Gourraud, Pierre-Antoine, Zhu, Alyssa H, Datta, Esha, Schlaeger, Regina, Caillier, Stacy J, Santaniello, Adam, Lizée, Antoine, Himmelstein, Daniel S, Baranzini, Sergio E, Hollenbach, Jill, Cree, Bruce A C, Hauser, Stephen L, Oksenberg, Jorge R, Henry, Roland G

“…Although multiple HLA alleles associated with multiple sclerosis (MS) risk have been identified, genotype-phenotype studies in the HLA region remain scarce and…”
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Gradient nonlinearity effects on upper cervical spinal cord area measurement from 3D T1‐weighted brain MRI acquisitions by Papinutto, Nico, Bakshi, Rohit, Bischof, Antje, Calabresi, Peter A., Caverzasi, Eduardo, Constable, R. Todd, Datta, Esha, Kirkish, Gina, Nair, Govind, Oh, Jiwon, Pelletier, Daniel, Pham, Dzung L., Reich, Daniel S., Rooney, William, Roy, Snehashis, Schwartz, Daniel, Shinohara, Russell T., Sicotte, Nancy L., Stern, William A., Tagge, Ian, Tauhid, Shahamat, Tummala, Subhash, Henry, Roland G.

“…Purpose To explore (i) the variability of upper cervical cord area (UCCA) measurements from volumetric brain 3D T1‐weighted scans related to gradient…”
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