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Daniel C Elton
Daniel C Elton
Massachusetts General Hospital, Harvard Medical School
Verified email at mgh.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Deep learning for molecular design—a review of the state of the art
DC Elton, Z Boukouvalas, MD Fuge, PW Chung
Molecular Systems Design & Engineering 4 (4), 828-849, 2019
3452019
Applying machine learning techniques to predict the properties of energetic materials
DC Elton, Z Boukouvalas, MS Butrico, MD Fuge, PW Chung
Scientific reports 8 (1), 1-12, 2018
1282018
The hydrogen-bond network of water supports propagating optical phonon-like modes
DC Elton, M Fernández-Serra
Nature communications 7 (1), 1-8, 2016
732016
The origin of the Debye relaxation in liquid water and fitting the high frequency excess response
DC Elton
Physical Chemistry Chemical Physics 19 (28), 18739-18749, 2017
582017
Polar nanoregions in water: A study of the dielectric properties of TIP4P/2005, TIP4P/2005f and TTM3F
DC Elton, MV Fernández-Serra
The Journal of chemical physics 140 (12), 124504, 2014
472014
Self-explaining AI as an alternative to interpretable AI
DC Elton
International conference on artificial general intelligence, 95-106, 2020
402020
Accurate estimation of third-order moments from turbulence measurements
JJ Podesta, MA Forman, CW Smith, DC Elton, Y Malecot, Y Gagne
Nonlinear Processes in Geophysics 16 (1), 99-110, 2009
382009
Understanding the dielectric properties of water
DC Elton
State University of New York at Stony Brook, 2016
202016
Exclusion zone phenomena in water—A critical review of experimental findings and theories
DC Elton, PD Spencer, JD Riches, ED Williams
International Journal of Molecular Sciences 21 (14), 5041, 2020
192020
Machine learning of energetic material properties
BC Barnes, DC Elton, Z Boukouvalas, DCE Taylor, WD Mattson, MD Fuge, ...
arXiv preprint arXiv:1807.06156, 2018
192018
Liver steatosis categorization on contrast-enhanced CT using a fully automated deep learning volumetric segmentation tool: evaluation in 1204 healthy adults using unenhanced CT …
PJ Pickhardt, GM Blake, PM Graffy, V Sandfort, DC Elton, AA Perez, ...
American Journal of Roentgenology 217 (2), 359-367, 2021
182021
Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora
DC Elton, D Turakhia, N Reddy, Z Boukouvalas, MD Fuge, RM Doherty, ...
arXiv preprint arXiv:1903.00415, 2019
162019
Stretched exponential relaxation
DC Elton
arXiv preprint arXiv:1808.00881, 2018
162018
Cross-domain medical image translation by shared latent Gaussian mixture model
Y Zhu, Y Tang, Y Tang, DC Elton, S Lee, PJ Pickhardt, RM Summers
International conference on medical image computing and computer-assisted …, 2020
152020
Opportunistic screening at abdominal CT: use of automated body composition biomarkers for added cardiometabolic value
PJ Pickhardt, PM Graffy, AA Perez, MG Lubner, DC Elton, RM Summers
RadioGraphics 41 (2), 524-542, 2021
122021
Fully automated CT imaging biomarkers of bone, muscle, and fat: correcting for the effect of intravenous contrast
AA Perez, PJ Pickhardt, DC Elton, V Sandfort, RM Summers
Abdominal Radiology 46 (3), 1229-1235, 2021
122021
Deep small bowel segmentation with cylindrical topological constraints
SY Shin, S Lee, D Elton, JL Gulley, RM Summers
International Conference on Medical Image Computing and Computer-Assisted …, 2020
122020
Phonon lifetimes and thermal conductivity of the molecular crystal α-RDX
G Kumar, FG VanGessel, DC Elton, PW Chung
MRS Advances 4 (40), 2191-2199, 2019
112019
Atherosclerotic plaque burden on abdominal CT: automated assessment with deep learning on noncontrast and contrast-enhanced scans
RM Summers, DC Elton, S Lee, Y Zhu, J Liu, M Bagheri, V Sandfort, ...
Academic Radiology 28 (11), 1491-1499, 2021
92021
Independent vector analysis for data fusion prior to molecular property prediction with machine learning
Z Boukouvalas, DC Elton, PW Chung, MD Fuge
arXiv preprint arXiv:1811.00628, 2018
82018
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