Erica M. Rutter
Works (9)
2022 journal article
Multitask neural networks for predicting bladder pressure with time series data
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 72.
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
doi.org (publisher)
Source: Web Of Science
Added: August 3, 2020
2020 journal article
Learning partial differential equations for biological transport models from noisy spatio-temporal data
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.
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.
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.
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.
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.
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
