BibTeX records: Brandon K. Fornwalt

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@article{DBLP:journals/biodatamining/VidmarFTPFZMC25,
  author       = {David M. Vidmar and
                  Jessica K. De Freitas and
                  Will E. Thompson and
                  John M. Pfeifer and
                  Brandon K. Fornwalt and
                  Noah Zimmerman and
                  Riccardo Miotto and
                  Ruijun Chen},
  title        = {A probabilistic approach for building disease phenotypes across electronic
                  health records},
  journal      = {BioData Min.},
  volume       = {18},
  number       = {1},
  year         = {2025},
  url          = {https://doi.org/10.1186/s13040-025-00454-9},
  doi          = {10.1186/S13040-025-00454-9},
  timestamp    = {Mon, 16 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/biodatamining/VidmarFTPFZMC25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/titb/CernavJSPHFP25,
  author       = {Alvaro E. Ulloa Cerna and
                  David P. vanMaanen and
                  Linyuan Jing and
                  Joshua V. Stough and
                  Aalpen A. Patel and
                  Christopher M. Haggerty and
                  Brandon K. Fornwalt and
                  Marios S. Pattichis},
  title        = {A Large-scale Multimodal Study for Predicting Mortality Risk Using
                  Minimal and Low Parameter Models and Separable Risk Assessment},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {29},
  number       = {5},
  pages        = {3762--3771},
  year         = {2025},
  url          = {https://doi.org/10.1109/JBHI.2025.3529320},
  doi          = {10.1109/JBHI.2025.3529320},
  timestamp    = {Wed, 11 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/titb/CernavJSPHFP25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cinc/MisselRHHRFW23,
  author       = {Ryan Missel and
                  Jesdin Raphael and
                  Christopher M. Haggerty and
                  Dustin N. Hartzel and
                  Jeffery Ruhl and
                  Brandon K. Fornwalt and
                  Linwei Wang},
  title        = {A Comparative Analysis of Data-Driven Modelling Techniques for 30-Day
                  Heart Failure Readmission Prediction},
  booktitle    = {Computing in Cardiology, CinC 2023, Atlanta, GA, USA, October 1-4,
                  2023},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.22489/CinC.2023.430},
  doi          = {10.22489/CINC.2023.430},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cinc/MisselRHHRFW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2312-06457,
  author       = {Will E. Thompson and
                  David M. Vidmar and
                  Jessica K. De Freitas and
                  John M. Pfeifer and
                  Brandon K. Fornwalt and
                  Ruijun Chen and
                  Gabriel Altay and
                  Kabir Manghnani and
                  Andrew C. Nelsen and
                  Kellie Morland and
                  Martin C. Stumpe and
                  Riccardo Miotto},
  title        = {Large Language Models with Retrieval-Augmented Generation for Zero-Shot
                  Disease Phenotyping},
  journal      = {CoRR},
  volume       = {abs/2312.06457},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.06457},
  doi          = {10.48550/ARXIV.2312.06457},
  eprinttype    = {arXiv},
  eprint       = {2312.06457},
  timestamp    = {Thu, 04 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-06457.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/midm/El-ManzalawyAHC21,
  author       = {Yasser El{-}Manzalawy and
                  Mostafa M. Abbas and
                  Ian Hoaglund and
                  Alvaro Ulloa Cerna and
                  Thomas B. Morland and
                  Christopher M. Haggerty and
                  Eric S. Hall and
                  Brandon K. Fornwalt},
  title        = {{OASIS} +: leveraging machine learning to improve the prognostic accuracy
                  of {OASIS} severity score for predicting in-hospital mortality},
  journal      = {{BMC} Medical Informatics Decis. Mak.},
  volume       = {21},
  number       = {1},
  pages        = {156},
  year         = {2021},
  url          = {https://doi.org/10.1186/s12911-021-01517-7},
  doi          = {10.1186/S12911-021-01517-7},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/midm/El-ManzalawyAHC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/miip/StoughRZPFH20,
  author       = {Joshua V. Stough and
                  Sushravya Raghunath and
                  Xiaoyan Zhang and
                  John M. Pfeifer and
                  Brandon K. Fornwalt and
                  Christopher M. Haggerty},
  editor       = {Ivana Isgum and
                  Bennett A. Landman},
  title        = {Left ventricular and atrial segmentation of 2D echocardiography with
                  convolutional neural networks},
  booktitle    = {Medical Imaging 2020: Image Processing, Houston, TX, USA, February
                  15-20, 2020},
  series       = {{SPIE} Proceedings},
  volume       = {11313},
  pages        = {113130A},
  publisher    = {{SPIE}},
  year         = {2020},
  url          = {https://doi.org/10.1117/12.2547375},
  doi          = {10.1117/12.2547375},
  timestamp    = {Wed, 27 Nov 2024 12:15:57 +0100},
  biburl       = {https://dblp.org/rec/conf/miip/StoughRZPFH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1901-08125,
  author       = {Alvaro E. Ulloa Cerna and
                  Marios Pattichis and
                  David P. vanMaanen and
                  Linyuan Jing and
                  Aalpen A. Patel and
                  Joshua V. Stough and
                  Christopher M. Haggerty and
                  Brandon K. Fornwalt},
  title        = {Interpretable Neural Networks for Predicting Mortality Risk using
                  Multi-modal Electronic Health Records},
  journal      = {CoRR},
  volume       = {abs/1901.08125},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.08125},
  eprinttype    = {arXiv},
  eprint       = {1901.08125},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-08125.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1904-07032,
  author       = {Sushravya Raghunath and
                  Alvaro E. Ulloa Cerna and
                  Linyuan Jing and
                  David P. vanMaanen and
                  Joshua Stough and
                  Dustin N. Hartzel and
                  Joseph B. Leader and
                  H. Lester Kirchner and
                  Christopher W. Good and
                  Aalpen A. Patel and
                  Brian P. Delisle and
                  Amro Alsaid and
                  Dominik Beer and
                  Christopher M. Haggerty and
                  Brandon K. Fornwalt},
  title        = {Deep neural networks can predict mortality from 12-lead electrocardiogram
                  voltage data},
  journal      = {CoRR},
  volume       = {abs/1904.07032},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.07032},
  eprinttype    = {arXiv},
  eprint       = {1904.07032},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-07032.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/npjdm/ArbabshiraniFMS18,
  author       = {Mohammad R. Arbabshirani and
                  Brandon K. Fornwalt and
                  Gino J. Mongelluzzo and
                  Jonathan D. Suever and
                  Brandon D. Geise and
                  Aalpen A. Patel and
                  Gregory J. Moore},
  title        = {Advanced machine learning in action: identification of intracranial
                  hemorrhage on computed tomography scans of the head with clinical
                  workflow integration},
  journal      = {npj Digit. Medicine},
  volume       = {1},
  year         = {2018},
  url          = {https://doi.org/10.1038/s41746-017-0015-z},
  doi          = {10.1038/S41746-017-0015-Z},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npjdm/ArbabshiraniFMS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mibam/StoughDMFH18,
  author       = {Joshua V. Stough and
                  Joseph DiPalma and
                  Zilin Ma and
                  Brandon K. Fornwalt and
                  Christopher M. Haggerty},
  editor       = {Barjor Gimi and
                  Andrzej Kr{\'{o}}l},
  title        = {Ventricular segmentation and quantitative assessment in cardiac {MR}
                  using convolutional neural networks},
  booktitle    = {Medical Imaging 2018: Biomedical Applications in Molecular, Structural,
                  and Functional Imaging, Houston, Texas, United States, 10-15 February
                  2018},
  series       = {{SPIE} Proceedings},
  volume       = {10578},
  pages        = {1057826},
  publisher    = {{SPIE}},
  year         = {2018},
  url          = {https://doi.org/10.1117/12.2291534},
  doi          = {10.1117/12.2291534},
  timestamp    = {Wed, 27 Nov 2024 12:14:54 +0100},
  biburl       = {https://dblp.org/rec/conf/mibam/StoughDMFH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1811-10553,
  author       = {Alvaro Ulloa and
                  Linyuan Jing and
                  Christopher W. Good and
                  David P. vanMaanen and
                  Sushravya Raghunath and
                  Jonathan D. Suever and
                  Christopher D. Nevius and
                  Gregory J. Wehner and
                  Dustin N. Hartzel and
                  Joseph B. Leader and
                  Amro Alsaid and
                  Aalpen A. Patel and
                  H. Lester Kirchner and
                  Christopher M. Haggerty and
                  Brandon K. Fornwalt},
  title        = {A deep neural network predicts survival after heart imaging better
                  than cardiologists},
  journal      = {CoRR},
  volume       = {abs/1811.10553},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.10553},
  eprinttype    = {arXiv},
  eprint       = {1811.10553},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-10553.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tmi/SueverWJPHGMAHF17,
  author       = {Jonathan D. Suever and
                  Gregory J. Wehner and
                  Linyuan Jing and
                  David K. Powell and
                  Sean M. Hamlet and
                  Jonathan D. Grabau and
                  Dimitri Mojsejenko and
                  Kristin N. Andres and
                  Christopher M. Haggerty and
                  Brandon K. Fornwalt},
  title        = {Right Ventricular Strain, Torsion, and Dyssynchrony in Healthy Subjects
                  Using 3D Spiral Cine {DENSE} Magnetic Resonance Imaging},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {36},
  number       = {5},
  pages        = {1076--1085},
  year         = {2017},
  url          = {https://doi.org/10.1109/TMI.2016.2646321},
  doi          = {10.1109/TMI.2016.2646321},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/SueverWJPHGMAHF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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