David W. Kaczka

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 7

Top Topics

Simulation Study

Convolutional Neural Networks

Fully Automated

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Int. J. Model. Identif. Control.

Publications

Xinzi He, Jia Guo, Xuzhe Zhang, Hanwen Bi, Sarah E. Gerard, David W. Kaczka, Amin Motahari, Eric A. Hoffman, Joseph M. Reinhardt, R. Graham Barr, Elsa D. Angelini, Andrew Laine
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans. CoRR (2021)
Bakir Hajdarevic, Jacob Herrmann, Andrea Fonseca Da Cruz, David W. Kaczka
System identification of proportional solenoid valve dynamics. Int. J. Model. Identif. Control. 34 (2) (2020)
Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Guido Musch, Ana Fernandez-Bustamante, Joseph M. Reinhardt
Multi-resolution convolutional neural networks for fully automated segmentation of acutely injured lungs in multiple species. Medical Image Anal. 60 (2020)
Sarah E. Gerard, Jacob Herrmann, Yi Xin, Kevin T. Martin, Emanuele Rezoagli, Davide Ippolito, Giacomo Bellani, Maurizio Cereda, Junfeng Guo, Eric A. Hoffman, David W. Kaczka, Joseph M. Reinhardt
CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network. CoRR (2020)
Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Joseph M. Reinhardt
Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks. RAMBO+BIA+TIA@MICCAI (2018)
Reza Amini, Jacob Herrmann, David W. Kaczka
Intratidal Overdistention and Derecruitment in the Injured Lung: A Simulation Study. IEEE Trans. Biomed. Eng. 64 (3) (2017)
Jacob Herrmann, Eric A. Hoffman, David W. Kaczka
Frequency-Selective Computed Tomography: Applications During Periodic Thoracic Motion. IEEE Trans. Medical Imaging 36 (8) (2017)
Ashley A. Colletti, Reza Amini, David W. Kaczka
Simulating ventilation distribution in heterogenous lung injury using a binary tree data structure. Comput. Biol. Medicine 41 (10) (2011)