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Karthik Soman
Karthik Soman
Verified email at ucsf.edu
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Year
Gut microbiome of multiple sclerosis patients and paired household healthy controls reveal associations with disease risk and course
X Zhou, R Baumann, X Gao, M Mendoza, S Singh, IK Sand, Z Xia, LM Cox, ...
Cell 185 (19), 3467-3486. e16, 2022
812022
Biolink Model: A universal schema for knowledge graphs in clinical, biomedical, and translational science
DR Unni, SAT Moxon, M Bada, M Brush, R Bruskiewich, JH Caufield, ...
Clinical and translational science 15 (8), 1848-1855, 2022
452022
Analysis of physiological signals in response to stress using ECG and respiratory signals of automobile drivers
K Soman, V Alex, C Srinivas
2013 International Mutli-Conference on Automation, Computing, Communication …, 2013
272013
The scalable precision medicine open knowledge engine (SPOKE): a massive knowledge graph of biomedical information
JH Morris, K Soman, RE Akbas, X Zhou, B Smith, EC Meng, CC Huang, ...
Bioinformatics 39 (2), btad080, 2023
242023
25th annual computational neuroscience meeting: CNS-2016
TO Sharpee, A Destexhe, M Kawato, V Sekulić, FK Skinner, DK Wójcik, ...
BMC neuroscience 17, 1-112, 2016
212016
Progress toward a universal biomedical data translator
K Fecho, AT Thessen, SE Baranzini, C Bizon, JJ Hadlock, S Huang, ...
Clinical and Translational Science, 2022
192022
A hierarchical anti-Hebbian network model for the formation of spatial cells in three-dimensional space
K Soman, S Chakravarthy, MM Yartsev
Nature communications 9 (1), 1-15, 2018
152018
An oscillatory neural autoencoder based on frequency modulation and multiplexing
K Soman, V Muralidharan, VS Chakravarthy
Frontiers in Computational Neuroscience 12, 52, 2018
112018
A unified hierarchical oscillatory network model of head direction cells, spatially periodic cells, and place cells
K Soman, V Muralidharan, VS Chakravarthy
European Journal of Neuroscience 47 (10), 1266-1281, 2018
112018
Biomonitoring and precision health in deep space supported by artificial intelligence
RT Scott, LM Sanders, EL Antonsen, JJA Hastings, S Park, G Mackintosh, ...
Nature Machine Intelligence 5 (3), 196-207, 2023
102023
A biomedical open knowledge network harnesses the power of AI to understand deep human biology
S Baranzini, K Börner, J Morris, C Nelson, K Soman, E Schleimer, ...
AI magazine 43 (1), 46-58, 2022
102022
Biological research and self-driving labs in deep space supported by artificial intelligence
LM Sanders, RT Scott, JH Yang, AA Qutub, H Garcia Martin, DC Berrios, ...
Nature Machine Intelligence 5 (3), 208-219, 2023
92023
Detection of exudates in human fundus image with a comparative study on methods for the optic disk detection
RD Karthik Soman
International Conference on Information Communication and Embedded Systems …, 2014
82014
A model of motion processing in the visual cortex using neural field with asymmetric Hebbian learning
A Gundavarapu, VS Chakravarthy, K Soman
Frontiers in Neuroscience 13, 428656, 2019
62019
A Model of Multisensory Integration and its Influence on Hippocampal Spatial Cell Responses
K Soman, V Muralidharan, S Chakravarthy
IEEE Transactions on Cognitive and Developmental Systems, 2017
62017
Beyond low earth orbit: biomonitoring, artificial intelligence, and precision space health
RT Scott, EL Antonsen, LM Sanders, JJA Hastings, S Park, G Mackintosh, ...
arXiv preprint arXiv:2112.12554, 2021
52021
Biomedical knowledge graph-enhanced prompt generation for large language models
K Soman, PW Rose, JH Morris, RE Akbas, B Smith, B Peetoom, ...
arXiv preprint arXiv:2311.17330, 2023
42023
Modeling the effect of environmental geometries on grid cell representations
S Jayakumar, R Narayanamurthy, R Ramesh, K Soman, V Muralidharan, ...
Frontiers in Neural Circuits 12, 120, 2019
42019
Early detection of Parkinson’s disease through enriching the electronic health record using a biomedical knowledge graph
K Soman, CA Nelson, G Cerono, SM Goldman, SE Baranzini, EG Brown
Frontiers in Medicine 10, 1081087, 2023
32023
Leveraging electronic health records and knowledge networks for Alzheimer’s disease prediction and sex-specific biological insights
AS Tang, KP Rankin, G Cerono, S Miramontes, H Mills, J Roger, B Zeng, ...
Nature Aging, 1-17, 2024
22024
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