Erica M. Rutter

Works (9)

Updated: July 31st, 2023 21:15
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2022 journal article

Multitask neural networks for predicting bladder pressure with time series data

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 72.

By: S. Warrier n, E. Rutter* & K. Flores n

co-author countries: United States of America 🇺🇸
author keywords: Multitask neural networks; Recurrent neural networks; Time series data; Bladder dysfunction; Bladder contraction; Spectrogram
Source: Web Of Science
Added: November 29, 2021

2020 review

A tutorial review of mathematical techniques for quantifying tumor heterogeneity

[Review of ]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 17(4), 3660–3709.

By: R. Everett*, K. Flores*, N. Henscheid, J. Lagergren*, K. Larripa, D. Li, J. Nardini*, P. Nguyen*, E. Pitman, E. Rutter*

author keywords: cancer heterogeneity; mathematical oncology; tumor growth; glioblastoma multiforme; virtual populations; nonlinear mixed effects; spatiotemporal data; Bayesian estimation; generative; adversarial networks; non-parametric estimation; variational autoencoders; machine learning
MeSH headings : Bayes Theorem; Humans; Machine Learning; Models, Theoretical; Neoplasms; Precision Medicine
Source: Web Of Science
Added: August 3, 2020

2020 journal article

Learning partial differential equations for biological transport models from noisy spatio-temporal data

By: J. Lagergren n, J. Nardini n, G. Michael Lavigne n, E. Rutter n & K. Flores n

co-author countries: United States of America 🇺🇸
author keywords: numerical differentiation; equation learning; sparse regression; partial differential equations; parameter estimation; biological transport
Source: Web Of Science
Added: March 30, 2020

2018 article

Automated Object Tracing for Biomedical Image Segmentation Using a Deep Convolutional Neural Network

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT IV, Vol. 11073, pp. 686–694.

By: E. Rutter n, J. Lagergren n & K. Flores n

co-author countries: United States of America 🇺🇸
Source: Web Of Science
Added: August 12, 2019

2018 journal article

Estimating intratumoral heterogeneity from spatiotemporal data

JOURNAL OF MATHEMATICAL BIOLOGY, 77(6-7), 1999–2022.

By: E. Rutter n, H. Banks n & K. Flores n

co-author countries: United States of America 🇺🇸
author keywords: Glioblastoma multiforme; Random differential equation; Parameter estimation
MeSH headings : Antineoplastic Agents / therapeutic use; Brain Neoplasms / drug therapy; Brain Neoplasms / pathology; Cell Movement; Cell Proliferation; Computer Simulation; Glioblastoma / drug therapy; Glioblastoma / pathology; Humans; Mathematical Concepts; Models, Biological; Neoplasm Invasiveness / pathology; Phenotype; Probability; Spatio-Temporal Analysis; Tumor Burden / drug effects
Source: Web Of Science
Added: December 17, 2018

2018 journal article

Simple multi-scale modeling of the transmission dynamics of the 1905 plague epidemic in Bombay

MATHEMATICAL BIOSCIENCES, 301, 83–92.

By: B. Pell *, T. Phan *, E. Rutter n, G. Chowell * & Y. Kuang *

co-author countries: United States of America 🇺🇸
author keywords: Multi-scale modeling; Sub-exponential growth; Plague epidemic; 1905 Bombay plague; Mathematical modeling; Disease transmission dynamics
MeSH headings : Basic Reproduction Number; Confidence Intervals; Epidemics / history; Epidemics / statistics & numerical data; Forecasting / methods; History, 20th Century; Humans; India / epidemiology; Logistic Models; Mathematical Concepts; Models, Biological; Plague / epidemiology; Plague / history; Plague / transmission; Spatio-Temporal Analysis
Source: Web Of Science
Added: August 6, 2018

2018 journal article

TRAVELING WAVES OF A GO-OR-GROW MODEL OF GLIOMA GROWTH

SIAM JOURNAL ON APPLIED MATHEMATICS, 78(3), 1778–1801.

By: T. Stepien, E. Rutter* & Y. Kuang

author keywords: glioblastoma; tumor growth; go or grow; traveling wave; mathematical modeling
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Effects of non-physiological blood pressure artefacts on cerebral autoregulation

MEDICAL ENGINEERING & PHYSICS, 47, 218–221.

By: A. Mandi, E. Rutter n & S. Payne *

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
author keywords: Cerebral autoregulation; Cerebral blood flow; Arterial blood pressure; Blood pressure artefacts
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Mathematical Analysis of Glioma Growth in a Murine Model

SCIENTIFIC REPORTS, 7.

By: E. Rutter n, T. Stepien *, B. Anderies *, J. Plasencia *, E. Woolf*, A. Scheck *, G. Turner*, Q. Liu ...

co-author countries: United States of America 🇺🇸
MeSH headings : Animals; Cell Line, Tumor; Disease Models, Animal; Female; Glioma / genetics; Glioma / pathology; Humans; Mice; Models, Theoretical; Tumor Burden / genetics; Tumor Burden / physiology; Xenograft Model Antitumor Assays
Source: Web Of Science
Added: August 6, 2018