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Karthik Soman
Karthik Soman
Verified email at sap.com
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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
1642022
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
732022
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
532023
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
372023
Progress toward a universal biomedical data translator
K Fecho, AT Thessen, SE Baranzini, C Bizon, JJ Hadlock, S Huang, ...
Clinical and Translational Science, 2022
312022
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
302013
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
292023
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
272016
Biomedical knowledge graph-optimized prompt generation for large language models
K Soman, PW Rose, JH Morris, RE Akbas, B Smith, B Peetoom, ...
Bioinformatics 40 (9), btae560, 2024
242024
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 4 (3), 379-395, 2024
242024
Biomedical knowledge graph-enhanced prompt generation for large language models
K Soman, PW Rose, JH Morris, R E Akbas, B Smith, B Peetoom, ...
arXiv e-prints, arXiv: 2311.17330, 2023
242023
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
152023
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
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
152018
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
142022
An oscillatory neural autoencoder based on frequency modulation and multiplexing
K Soman, V Muralidharan, VS Chakravarthy
Frontiers in computational neuroscience 12, 52, 2018
142018
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, 67, 2019
102019
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
102017
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
Leveraging electronic health records and knowledge networks for Alzheimer’s disease prediction and sex-specific biological insights. Nat Aging 4, 379–395
AS Tang, KP Rankin, G Cerono, S Miramontes, H Mills, J Roger, B Zeng, ...
72024
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