Vasant Honavar
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Explore the profile of Vasant Honavar including associated specialties, affiliations and a list of published articles.
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54
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1791
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Recent Articles
1.
Lekoubou A, Petucci J, Femi Ajala T, Katoch A, Hong J, Sen S, et al.
Epilepsy Behav
. 2024 May;
157:109835.
PMID: 38820686
Introduction: Intracerebral hemorrhage represents 15 % of all strokes and it is associated with a high risk of post-stroke epilepsy. However, there are no reliable methods to accurately predict those...
2.
Silvescu A, Honavar V
Algorithmic Probab Friends (2011)
. 2024 Apr;
7070:339-350.
PMID: 38617124
Induction is the process by which we obtain predictive laws or theories or models of the world. We consider the structural aspect of induction. We answer the question as to...
3.
Lekoubou A, Petucci J, Femi Ajala T, Katoch A, Sen S, Honavar V
medRxiv
. 2024 Feb;
PMID: 38343819
Objective: To develop an artificial intelligence, machine learning prediction model for estimating the risk of seizures 1 year and 5 years after ischemic stroke (IS) using a large dataset from...
4.
Subbakrishna Adishesha A, Jakielaszek L, Azhar F, Zhang P, Honavar V, Ma F, et al.
IEEE J Biomed Health Inform
. 2023 Apr;
27(7):3645-3656.
PMID: 37115836
The increasing reliance on online communities for healthcare information by patients and caregivers has led to the increase in the spread of misinformation, or subjective, anecdotal and inaccurate or non-specific...
5.
Renaud N, Jung Y, Honavar V, Geng C, Bonvin A, Xue L
SoftwareX
. 2022 Apr;
11.
PMID: 35419466
Computational docking is a promising tool to model three-dimensional (3D) structures of protein-protein complexes, which provides fundamental insights of protein functions in the cellular life. Singling out near-native models from...
6.
Cwiek A, Rajtmajer S, Wyble B, Honavar V, Grossner E, Hillary F
Netw Neurosci
. 2022 Mar;
6(1):29-48.
PMID: 35350584
In this critical review, we examine the application of predictive models, for example, classifiers, trained using machine learning (ML) to assist in interpretation of functional neuroimaging data. Our primary goal...
7.
Abbas M, Matta J, Le T, Bensmail H, Obafemi-Ajayi T, Honavar V, et al.
PLoS One
. 2019 Nov;
14(11):e0225382.
PMID: 31756219
Reliable identification of Inflammatory biomarkers from metagenomics data is a promising direction for developing non-invasive, cost-effective, and rapid clinical tests for early diagnosis of IBD. We present an integrative approach...
8.
Geng C, Jung Y, Renaud N, Honavar V, Bonvin A, Xue L
Bioinformatics
. 2019 Jun;
36(1):112-121.
PMID: 31199455
Motivation: Protein complexes play critical roles in many aspects of biological functions. Three-dimensional (3D) structures of protein complexes are critical for gaining insights into structural bases of interactions and their...
9.
El-Manzalawy Y, Hsieh T, Shivakumar M, Kim D, Honavar V
BMC Med Genomics
. 2018 Sep;
11(Suppl 3):71.
PMID: 30255801
Background: Large-scale collaborative precision medicine initiatives (e.g., The Cancer Genome Atlas (TCGA)) are yielding rich multi-omics data. Integrative analyses of the resulting multi-omics data, such as somatic mutation, copy number...
10.
Bui N, Yen J, Honavar V
IEEE Trans Comput Soc Syst
. 2018 Feb;
3(2):75-87.
PMID: 29399599
Online health communities constitute a useful source of information and social support for patients. American Cancer Society's Cancer Survivor Network (CSN), a 173,000-member community, is the largest online network for...