Srinivasa G - Search Results

1

A Machine Learning Understanding of Sepsis.

Shetty M, Alex SM, Moni M, Edathadathil F, Prasanna P, Menon V, Menon VP, Athri P, Srinivasa G. Shetty M, et al. Among authors: srinivasa g. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:2175-2179. doi: 10.1109/EMBC46164.2021.9629558. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34891719

2

Predicting clinical trial outcomes using drug bioactivities through graph database integration and machine learning.

Murali V, Muralidhar YP, Königs C, Nair M, Madhu S, Nedungadi P, Srinivasa G, Athri P. Murali V, et al. Among authors: srinivasa g. Chem Biol Drug Des. 2022 Aug;100(2):169-184. doi: 10.1111/cbdd.14092. Epub 2022 May 30. Chem Biol Drug Des. 2022. PMID: 35587730

3

Analysis of RNA-Seq data using self-supervised learning for vital status prediction of colorectal cancer patients.

Padegal G, Rao MK, Boggaram Ravishankar OA, Acharya S, Athri P, Srinivasa G. Padegal G, et al. Among authors: srinivasa g. BMC Bioinformatics. 2023 Jun 7;24(1):241. doi: 10.1186/s12859-023-05347-4. BMC Bioinformatics. 2023. PMID: 37286944 Free PMC article.

4

Predicting adverse drug reactions of two-drug combinations using structural and transcriptomic drug representations to train an artificial neural network.

Shankar S, Bhandari I, Okou DT, Srinivasa G, Athri P. Shankar S, et al. Among authors: srinivasa g. Chem Biol Drug Des. 2021 Mar;97(3):665-673. doi: 10.1111/cbdd.13802. Epub 2020 Oct 16. Chem Biol Drug Des. 2021. PMID: 33006799

5

Graph neural network and machine learning analysis of functional neuroimaging for understanding schizophrenia.

Sunil G, Gowtham S, Bose A, Harish S, Srinivasa G. Sunil G, et al. Among authors: srinivasa g. BMC Neurosci. 2024 Jan 2;25(1):2. doi: 10.1186/s12868-023-00841-0. BMC Neurosci. 2024. PMID: 38166747 Free PMC article.

6

Memory augmented recurrent neural networks for de-novo drug design.

Suresh N, Chinnakonda Ashok Kumar N, Subramanian S, Srinivasa G. Suresh N, et al. Among authors: srinivasa g. PLoS One. 2022 Jun 23;17(6):e0269461. doi: 10.1371/journal.pone.0269461. eCollection 2022. PLoS One. 2022. PMID: 35737661 Free PMC article.

7

Comprehensive Retinal Image Analysis for Aggressive Posterior Retinopathy of Prematurity.

Rajashekar D, Srinivasa G, Vinekar A. Rajashekar D, et al. Among authors: srinivasa g. PLoS One. 2016 Oct 6;11(10):e0163923. doi: 10.1371/journal.pone.0163923. eCollection 2016. PLoS One. 2016. PMID: 27711231 Free PMC article.

8

Active mask segmentation of fluorescence microscope images.

Srinivasa G, Fickus MC, Guo Y, Linstedt AD, Kovacević J. Srinivasa G, et al. IEEE Trans Image Process. 2009 Aug;18(8):1817-29. doi: 10.1109/TIP.2009.2021081. Epub 2009 Apr 17. IEEE Trans Image Process. 2009. PMID: 19380268 Free PMC article.

9

Multiresolution Multiscale Active Mask Segmentation of Fluorescence Microscope Images.

Srinivasa G, Fickus M, Kovačević J. Srinivasa G, et al. Proc SPIE Int Soc Opt Eng. 2009;7446(744603):744603. doi: 10.1117/12.825776. Proc SPIE Int Soc Opt Eng. 2009. PMID: 20686679 Free PMC article.

10

A multiresolution approach to automated classification of protein subcellular location images.

Chebira A, Barbotin Y, Jackson C, Merryman T, Srinivasa G, Murphy RF, Kovacević J. Chebira A, et al. Among authors: srinivasa g. BMC Bioinformatics. 2007 Jun 19;8:210. doi: 10.1186/1471-2105-8-210. BMC Bioinformatics. 2007. PMID: 17578580 Free PMC article.

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