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Sumanth Swaminathan
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Model for self-polarization and motility of keratocyte fragments
F Ziebert, S Swaminathan, IS Aranson
Journal of The Royal Society Interface 9 (70), 1084-1092, 2012
2462012
A machine learning approach to triaging patients with chronic obstructive pulmonary disease
S Swaminathan, K Qirko, T Smith, E Corcoran, NG Wysham, G Bazaz, ...
PloS one 12 (11), e0188532, 2017
1172017
The signature-based model for early detection of sepsis from electronic health records in the intensive care unit
J Morrill, A Kormilitzin, A Nevado-Holgado, S Swaminathan, S Howison, ...
2019 Computing in Cardiology (CinC), Page 1-Page 4, 2019
612019
Dynamic internal gradients control and direct electric currents within nanostructured materials
H Nakanishi, DA Walker, KJM Bishop, PJ Wesson, Y Yan, S Soh, ...
Nature nanotechnology 6 (11), 740-746, 2011
582011
Utilization of the signature method to identify the early onset of sepsis from multivariate physiological time series in critical care monitoring
JH Morrill, A Kormilitzin, AJ Nevado-Holgado, S Swaminathan, ...
Critical Care Medicine 48 (10), e976-e981, 2020
392020
A Machine Learning Methodology for Identification and Triage of Heart Failure Exacerbations
J Morrill, K Qirko, J Kelly, A Ambrosy, B Toro, T Smith, N Wysham, ...
Journal of cardiovascular translational research 15 (1), 103-115, 2022
182022
The signature-based model for early detection of sepsis from electronic health records in the intensive care unit. In 2019 Computing in Cardiology (CinC), pages Page–1
J Morrill, A Kormilitzin, A Nevado-Holgado, S Swaminathan, S Howison, ...
IEEE, Page–1, 2019
162019
Traveling waves for anomalous diffusion in polymers
S Swaminathan, DA Edwards
Applied mathematics letters 17 (1), 7-12, 2004
142004
Dynamic models of metastatic tumor growth
A Stein, D DeWoskin, M Higley, K Lemoi, B Owens, A Rahman, H Rotstein, ...
Final Report of the 27th Annual Workshop on Mathematical Problems in …, 2011
82011
Patterns and intrinsic fluctuations in semi-dilute motor-filament systems
S Swaminathan, F Ziebert, IS Aranson, D Karpeev
Europhysics Letters 90 (2), 28001, 2010
72010
Motor-mediated alignment of microtubules in semidilute mixtures
S Swaminathan, F Ziebert, D Karpeev, IS Aranson
Physical Review E 79 (3), 036207, 2009
72009
Bundle dynamics of interacting polar rods
S Swaminathan, D Karpeev, IS Aranson
Physical Review E 77 (6), 066206, 2008
72008
The effect of receptor site nonuniformity on the measurement of rate constants
DA Edwards, S Swaminathan
Applied mathematics letters 18 (10), 1101-1107, 2005
52005
ScoEHR: Generating Synthetic Electronic Health Records using Continuous-time Diffusion Models
AA Naseer, B Walker, C Landon, A Ambrosy, M Fudim, N Wysham, B Toro, ...
Machine Learning for Healthcare Conference, 489-508, 2023
42023
Vironix: remote screening, detection, and triage of viral respiratory illness via cloud-enabled, machine-learned APIs
S Swaminathan, B Toro, N Wysham, N Mark, S Ramanathan, J Morrill, ...
European Respiratory Journal 58 (suppl 65), 2021
32021
Conformation and mechanical properties of closed diblock fibers
S Swaminathan, FJ Solis, MO De La Cruz
Physical Review E 83 (6), 061912, 2011
32011
Motor-mediated microtubule self-organization in dilute and semi-dilute filament solutions
S Swaminathan, F Ziebert, IS Aranson, D Karpeev
Mathematical Modelling of Natural Phenomena 6 (1), 119-137, 2011
32011
Conformation and mechanical properties of diblock fibers
S Swaminathan, F Solis, M Olvera de La Cruz, O Team
APS March Meeting Abstracts 2011, V42. 005, 2011
22011
A Patient Feedback Driven, Stacked Machine-Learning Approach to At-Home COPD Triage
S Swaminathan, J Morrill, K Qirko, T Smith, N Wysham, B Toro
European Respiratory Journal 56 (suppl 64), 2020
12020
Dynamic models of metastatic tumor growth
D DeWoskin, M Higley, K Lemoi, B Owens, A Rahman, H Rotstein, ...
12011
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