Works (9)

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

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.

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

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, J. Lagergren & K. Flores

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, H. Banks & K. Flores

author keywords: Glioblastoma multiforme; Random differential equation; Parameter estimation
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, G. Chowell* & Y. Kuang*

author keywords: Multi-scale modeling; Sub-exponential growth; Plague epidemic; 1905 Bombay plague; Mathematical modeling; Disease transmission dynamics
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 & S. Payne*

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.

Source: Web Of Science
Added: August 6, 2018