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Journal Articles
- 2020
[j1]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)
Conference and Workshop Papers
- 2023
- [c5]Mikaela Cashman, Verónica G. Melesse Vergara, John H. Lagergren, Matthew Lane, Jean Merlet, Mikaela Atkinson, Jared Streich, Christopher E. Bradburne, Raina Plowright, Wayne Joubert, Daniel A. Jacobson:
Longitudinal Effects on Plant Species Involved in Agriculture and Pandemic Emergence Undergoing Changes in Abiotic Stress. PASC 2023: 3:1-3:10 - [c4]Jean Merlet, John H. Lagergren, Verónica Melesse Vergara, Mikaela Cashman, Christopher E. Bradburne, Raina Plowright, Emily Gurley, Wayne Joubert, Daniel A. Jacobson:
Data-Driven Whole-Genome Clustering to Detect Geospatial, Temporal, and Functional Trends in SARS-CoV-2 Evolution. PASC 2023: 26:1-26:7 - 2020
- [c3]Thomas Paniagua, John H. Lagergren, Greg Foderaro:
A Simple Deconvolutional Mechanism for Point Clouds and Sparse Unordered Data (Student Abstract). AAAI 2020: 13889-13890 - 2019
- [c2]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: 190-198 - 2018
- [c1]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: 686-694
Informal and Other Publications
- 2023
- [i2]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 abs/2301.10351 (2023) - 2020
- [i1]John H. Lagergren, Erica Rutter, Kevin B. Flores:
Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation. CoRR abs/2009.11717 (2020)
Coauthor Index
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