Kevin B. Flores

16 papers C 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing generalizability of model discovery across parameter space with multi-experiment equation learning (ME-EQL).
CoRR
Maria-Veronica Ciocanel, John T. Nardini, Kevin B. Flores, Erica M. Rutter, Suzanne S. Sindi, Alexandria Volkening
2023 J jnl
Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa.
CoRR
John H. Lagergren, Mirko Pavicic, Hari B. Chhetri, Larry M. York, P. Doug Hyatt, David Kainer, Erica M. Rutter, Kevin B. Flores, Gail Taylor, Daniel A. Jacobson, Jared Streich
2022 J jnl
Multitask neural networks for predicting bladder pressure with time series data.
Biomed. Signal Process. Control.
Sangeeta Warrier, Erica M. Rutter, Kevin B. Flores
2021 J jnl
Deep learning and regression approaches to forecasting blood glucose levels for type 1 diabetes.
Biomed. Signal Process. Control.
Meng Zhang, Kevin B. Flores, Hien T. Tran
2021 J jnl
Topological data analysis distinguishes parameter regimes in the Anderson-Chaplain model of angiogenesis.
PLoS Comput. Biol.
John T. Nardini, Bernadette J. Stolz, Kevin B. Flores, Heather A. Harrington, Helen M. Byrne
2020 J jnl
Biologically-informed neural networks guide mechanistic modeling from sparse experimental data.
PLoS Comput. Biol.
John H. Lagergren, John T. Nardini, Ruth E. Baker, Matthew J. Simpson, Kevin B. Flores
2020 J jnl
Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation.
CoRR
John H. Lagergren, Erica Rutter, Kevin B. Flores
2019 — conf
A Convolutional Neural Network Method for Boundary Optimization Enables Few-Shot Learning for Biomedical Image Segmentation.
DART/MIL3ID@MICCAI
Erica M. Rutter, John H. Lagergren, Kevin B. Flores
2018 — conf
Automated Object Tracing for Biomedical Image Segmentation Using a Deep Convolutional Neural Network.
MICCAI (4)
Erica M. Rutter, John H. Lagergren, Kevin B. Flores
2017 J jnl
Hybrid modeling and prediction of dynamical systems.
PLoS Comput. Biol.
Franz Hamilton, Alun L. Lloyd, Kevin B. Flores
2017 J jnl
Statistical error model comparison for logistic growth of green algae (Raphidocelis subcapitata).
Appl. Math. Lett.
H. T. Banks, Elizabeth Collins, Kevin B. Flores, Prayag Pershad, Michael Stemkovski, Lyric Stephenson
2016 J jnl
On analytical and numerical approaches to division and label structured population models.
Appl. Math. Lett.
H. T. Banks, Kevin B. Flores, Suzanne S. Sindi
2015 J jnl
Estimation of time-varying mortality rates using continuous models for Daphnia magna.
Appl. Math. Lett.
Kaska Adoteye, H. T. Banks, Kevin B. Flores, Gerald A. LeBlanc
2015 J jnl
Optimal design of non-equilibrium experiments for genetic network interrogation.
Appl. Math. Lett.
Kaska Adoteye, H. T. Banks, Kevin B. Flores
2014 C conf
Uncertainty quantification for a model of HIV-1 patient response to antiretroviral therapy interruptions.
ACC
Robert J. Baraldi, Karissa Cross, Christina McChesney, Laura Poag, Emma Thorpe, Kevin B. Flores, H. T. Banks
2013 J jnl
A structured population modeling framework for quantifying and predicting gene expression noise in flow cytometry data.
Appl. Math. Lett.
Kevin B. Flores