Gregory Boverman

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 6

Top Topics

Automatic Classification

Neural Architecture

Top Venues

npj Digit. Medicine

Publications

Emma H. Schwager, Katharina Jansson, Asif Rahman, S. Schiffer, Yale Chang, Gregory Boverman, Brian Gross, Minnan Xu-Wilson, P. Boehme, Hubert Truebel, Joseph J. Frassica
Utilizing machine learning to improve clinical trial design for acute respiratory distress syndrome. npj Digit. Medicine 4 (2021)
Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification. CinC (2021)
Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification. CoRR (2021)
Annamalai Natarajan, Yale Chang, Sara Mariani, Asif Rahman, Gregory Boverman, Shruti Vij, Jonathan Rubin
A Wide and Deep Transformer Neural Network for 12-Lead ECG Classification. CinC (2020)
Yale Chang, Jonathan Rubin, Gregory Boverman, Shruti Vij, Asif Rahman, Annamalai Natarajan, Saman Parvaneh
A Multi-Task Imputation and Classification Neural Architecture for Early Prediction of Sepsis from Multivariate Clinical Time Series. CinC (2019)
Gregory Boverman, David Isaacson, Jonathan C. Newell, Gary J. Saulnier, Tzu-Jen Kao, Bruce C. Amm, Xin Wang, David M. Davenport, David H. Chong, Rakesh Sahni, Jeffrey M. Ashe
Efficient Simultaneous Reconstruction of Time-Varying Images and Electrode Contact Impedances in Electrical Impedance Tomography. IEEE Trans. Biomed. Eng. 64 (4) (2017)
Gregory Boverman, Sahika Genc
Prediction of mortality from respiratory distress among long-term mechanically ventilated patients. EMBC (2014)
Tzu-Jen Kao, Bruce C. Amm, Xin Wang, Gregory Boverman, David Shoudy, James Sabatini, Jeffrey Ashe, Jonathan C. Newell, Gary J. Saulnier, David Isaacson, David M. Davenport
Real-time 3D electrical impedance imaging for ventilation and perfusion of the lung in lateral decubitus position. EMBC (2014)
Bruce C. Amm, Tzu-Jen Kao, Xin Wang, Gregory Boverman, David Shoudy, James Sabatini, Jeffrey Ashe, Jonathan C. Newell, Gary J. Saulnier, David Isaacson, David M. Davenport
Real-time 3D electrical impedance imaging for ventilation monitoring of the lung: Pilot study. EMBC (2014)
Gregory Boverman, David Isaacson, Gary J. Saulnier, Jonathan C. Newell
Methods for Compensating for Variable Electrode Contact in EIT. IEEE Trans. Biomed. Eng. 56 (12) (2009)
Gregory Boverman, Tzu-Jen Kao, David Isaacson, Gary J. Saulnier
An Implementation of CalderÓn's Method for 3-D Limited-View EIT. IEEE Trans. Medical Imaging 28 (7) (2009)
Qianqian Fang, Stefan A. Carp, Juliette Selb, Gregory Boverman, Quan Zhang, Daniel B. Kopans, Richard H. Moore, Eric L. Miller, Dana H. Brooks, David A. Boas
Combined Optical Imaging and Mammography of the Healthy Breast: Optical Contrast Derived From Breast Structure and Compression. IEEE Trans. Medical Imaging 28 (1) (2009)
Gregory Boverman, Eric L. Miller, Dana H. Brooks, David Isaacson, Qianqian Fang, David A. Boas
Estimation and Statistical Bounds for Three-Dimensional Polar Shapes in Diffuse Optical Tomography. IEEE Trans. Medical Imaging 27 (6) (2008)
Gregory Boverman, Tzu-Jen Kao, Rujuta Kulkarni, Bong Seok Kim, David Isaacson, Gary J. Saulnier, Jonathan C. Newell
Robust Linearized Image Reconstruction for Multifrequency EIT of the Breast. IEEE Trans. Medical Imaging 27 (10) (2008)
Tzu-Jen Kao, Gregory Boverman, Bong Seok Kim, David Isaacson, Gary J. Saulnier, Jonathan C. Newell, Myoung Hwan Choi, Richard H. Moore, Daniel B. Kopans
Regional Admittivity Spectra With Tomosynthesis Images for Breast Cancer Detection: Preliminary Patient Study. IEEE Trans. Medical Imaging 27 (12) (2008)
Gregory Boverman, Eric L. Miller
Estimation-theoretic algorithms and bounds for three-dimensional polar shape-based imaging in diffuse optical tomography. ISBI (2006)
Gregory Boverman, Eric L. Miller, David A. Boas
Linear and nonlinear reconstruction for diffuse optical tomography in an inhomogeneous background. Computational Imaging (2004)
Gregory Boverman, Eric L. Miller, David A. Boas
Three dimensional nonlinear inversion for diffuse optical tomography. ISBI (2002)