John Lagergren
Works (7)
Updated: April 11th, 2023 10:13
2021 journal article
Deep Learning Approach to the Detection of Scattering Delay in Radar Images
JOURNAL OF STATISTICAL THEORY AND PRACTICE, 15(1).
author keywords: Radar imaging; Dispersive targets; Classification; Convolutional neural network
Sources: Web Of Science, ORCID
Added: January 4, 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
Biologically-informed neural networks guide mechanistic modeling from sparse experimental data
PLOS COMPUTATIONAL BIOLOGY, 16(12).
Source: Web Of Science
Added: January 4, 2021
2020 journal article
Learning Equations from Biological Data with Limited Time Samples
BULLETIN OF MATHEMATICAL BIOLOGY, 82(9).
author keywords: Equation learning; Numerical differentiation; Sparse regression; Model selection; Partial differential equations; Parameter estimation; Population dynamics; Glioblastoma multiforme
Source: Web Of Science
Added: September 28, 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
Forecasting and Uncertainty Quantification Using a Hybrid of Mechanistic and Non-mechanistic Models for an Age-Structured Population Model
Bulletin of Mathematical Biology, 80(6), 1578–1595.
author keywords: State space reconstruction; Uncertainty quantification; Structured population model; Forecasting
Sources: Web Of Science, Crossref, ORCID
Added: August 6, 2018
