Kevin B. Flores

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 13

Top Topics

Experimental Data

Image Segmentation

Convolutional Neural Networks

Top Venues

Appl. Math. Lett.

PLoS Comput. Biol.

Biomed. Signal Process. Control.

Publications

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
Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa. CoRR (2023)
Sangeeta Warrier, Erica M. Rutter, Kevin B. Flores
Multitask neural networks for predicting bladder pressure with time series data. Biomed. Signal Process. Control. 72 (Part) (2022)
Meng Zhang, Kevin B. Flores, Hien T. Tran
Deep learning and regression approaches to forecasting blood glucose levels for type 1 diabetes. Biomed. Signal Process. Control. 69 (2021)
John T. Nardini, Bernadette J. Stolz, Kevin B. Flores, Heather A. Harrington, Helen M. Byrne
Topological data analysis distinguishes parameter regimes in the Anderson-Chaplain model of angiogenesis. PLoS Comput. Biol. 17 (6) (2021)
John H. Lagergren, Erica Rutter, Kevin B. Flores
Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation. CoRR (2020)
John H. Lagergren, John T. Nardini, Ruth E. Baker, Matthew J. Simpson, Kevin B. Flores
Biologically-informed neural networks guide mechanistic modeling from sparse experimental data. PLoS Comput. Biol. 16 (12) (2020)
Erica M. Rutter, John H. Lagergren, Kevin B. Flores
A Convolutional Neural Network Method for Boundary Optimization Enables Few-Shot Learning for Biomedical Image Segmentation. DART/MIL3ID@MICCAI (2019)
Erica M. Rutter, John H. Lagergren, Kevin B. Flores
Automated Object Tracing for Biomedical Image Segmentation Using a Deep Convolutional Neural Network. MICCAI (4) (2018)
Franz Hamilton, Alun L. Lloyd, Kevin B. Flores
Hybrid modeling and prediction of dynamical systems. PLoS Comput. Biol. 13 (7) (2017)
H. T. Banks, Elizabeth Collins, Kevin B. Flores, Prayag Pershad, Michael Stemkovski, Lyric Stephenson
Statistical error model comparison for logistic growth of green algae (Raphidocelis subcapitata). Appl. Math. Lett. 64 (2017)
H. T. Banks, Kevin B. Flores, Suzanne S. Sindi
On analytical and numerical approaches to division and label structured population models. Appl. Math. Lett. 60 (2016)
Kaska Adoteye, H. T. Banks, Kevin B. Flores
Optimal design of non-equilibrium experiments for genetic network interrogation. Appl. Math. Lett. 40 (2015)
Kaska Adoteye, H. T. Banks, Kevin B. Flores, Gerald A. LeBlanc
Estimation of time-varying mortality rates using continuous models for Daphnia magna. Appl. Math. Lett. 44 (2015)
Robert Baraldi, Karissa Cross, Christina McChesney, Laura Poag, Emma Thorpe, Kevin B. Flores, H. T. Banks
Uncertainty quantification for a model of HIV-1 patient response to antiretroviral therapy interruptions. ACC (2014)
Kevin B. Flores
A structured population modeling framework for quantifying and predicting gene expression noise in flow cytometry data. Appl. Math. Lett. 26 (7) (2013)