Kevin B. Flores

According to our database, Kevin B. Flores authored at least 15 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa.

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

CoRR, 2023

2022

Multitask neural networks for predicting bladder pressure with time series data.

Sangeeta Warrier, Erica M. Rutter, Kevin B. Flores

Biomed. Signal Process. Control., 2022

2021

Topological data analysis distinguishes parameter regimes in the Anderson-Chaplain model of angiogenesis.

John T. Nardini, Bernadette J. Stolz, Kevin B. Flores, Heather A. Harrington, Helen M. Byrne

PLoS Comput. Biol., 2021

Deep learning and regression approaches to forecasting blood glucose levels for type 1 diabetes.

Meng Zhang, Kevin B. Flores, Hien T. Tran

Biomed. Signal Process. Control., 2021

2020

Biologically-informed neural networks guide mechanistic modeling from sparse experimental data.

John H. Lagergren, John T. Nardini, Ruth E. Baker, Matthew J. Simpson, Kevin B. Flores

PLoS Comput. Biol., 2020

Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation.

John H. Lagergren, Erica Rutter, Kevin B. Flores

CoRR, 2020

2019

A Convolutional Neural Network Method for Boundary Optimization Enables Few-Shot Learning for Biomedical Image Segmentation.

Erica M. Rutter, John H. Lagergren, Kevin B. Flores

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

2018

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

Erica M. Rutter, John H. Lagergren, Kevin B. Flores

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Hybrid modeling and prediction of dynamical systems.

Franz Hamilton, Alun L. Lloyd, Kevin B. Flores

PLoS Comput. Biol., 2017

Statistical error model comparison for logistic growth of green algae (Raphidocelis subcapitata).

H. T. Banks, Elizabeth Collins, Kevin B. Flores, Prayag Pershad, Michael Stemkovski, Lyric Stephenson

Appl. Math. Lett., 2017

2016

On analytical and numerical approaches to division and label structured population models.

H. T. Banks, Kevin B. Flores, Suzanne S. Sindi

Appl. Math. Lett., 2016

2015

Estimation of time-varying mortality rates using continuous models for Daphnia magna.

Kaska Adoteye, H. T. Banks, Kevin B. Flores, Gerald A. LeBlanc

Appl. Math. Lett., 2015

Optimal design of non-equilibrium experiments for genetic network interrogation.

Kaska Adoteye, H. T. Banks, Kevin B. Flores

Appl. Math. Lett., 2015

2014

Uncertainty quantification for a model of HIV-1 patient response to antiretroviral therapy interruptions.

Robert J. Baraldi, Karissa Cross, Christina McChesney, Laura Poag, Emma Thorpe, Kevin B. Flores, H. T. Banks

Proceedings of the American Control Conference, 2014

2013

A structured population modeling framework for quantifying and predicting gene expression noise in flow cytometry data.

Kevin B. Flores

Appl. Math. Lett., 2013