Similar articles for PMID: 41558827

Year	Number of Results
2006	1
2008	2
2009	1
2010	2
2011	2
2012	2
2013	1
2014	5
2015	2
2016	2
2017	3
2018	4
2019	7
2020	9
2021	12
2022	9
2023	7
2024	14
2025	23
2026	1

1

Autoencoders for genomic variation analysis.

Geleta M, Montserrat DM, Giro-I-Nieto X, Ioannidis AG. Geleta M, et al. Genome Res. 2026 Feb 3;36(2):348-360. doi: 10.1101/gr.280086.124. Genome Res. 2026. PMID: 41558827 Free PMC article.

2

An Overview of Variational Autoencoders for Source Separation, Finance, and Bio-Signal Applications.

Singh A, Ogunfunmi T. Singh A, et al. Entropy (Basel). 2021 Dec 28;24(1):55. doi: 10.3390/e24010055. Entropy (Basel). 2021. PMID: 35052081 Free PMC article. Review.

3

GenCoder: A Novel Convolutional Neural Network Based Autoencoder for Genomic Sequence Data Compression.

K S S, Nair MS. K S S, et al. IEEE/ACM Trans Comput Biol Bioinform. 2024 May-Jun;21(3):405-415. doi: 10.1109/TCBB.2024.3366240. Epub 2024 Jun 5. IEEE/ACM Trans Comput Biol Bioinform. 2024. PMID: 38358865

4

Novel multi-omics deconfounding variational autoencoders can obtain meaningful disease subtyping.

Li Z, Katz S, Saccenti E, Fardo DW, Claes P, Martins Dos Santos VAP, Van Steen K, Roshchupkin GV. Li Z, et al. Brief Bioinform. 2024 Sep 23;25(6):bbae512. doi: 10.1093/bib/bbae512. Brief Bioinform. 2024. PMID: 39413796 Free PMC article.

5

A deep learning framework for characterization of genotype data.

Ausmees K, Nettelblad C. Ausmees K, et al. G3 (Bethesda). 2022 Mar 4;12(3):jkac020. doi: 10.1093/g3journal/jkac020. G3 (Bethesda). 2022. PMID: 35078229 Free PMC article.

6

Extracting a biologically latent space of lung cancer epigenetics with variational autoencoders.

Wang Z, Wang Y. Wang Z, et al. BMC Bioinformatics. 2019 Nov 25;20(Suppl 18):568. doi: 10.1186/s12859-019-3130-9. BMC Bioinformatics. 2019. PMID: 31760935 Free PMC article.

7

Integrated genetic and geographic ancestry prediction via large-scale genomic data and machine learning.

Chen J, Huang Y, Fan H, Wang M, He G, Yan J. Chen J, et al. Hum Genomics. 2025 Oct 28;19(1):126. doi: 10.1186/s40246-025-00837-3. Hum Genomics. 2025. PMID: 41153042 Free PMC article.

8

Variational Autoencoders for Network Lifetime Enhancement in Wireless Sensors.

Sengodan BC, Stanislaus PM, Arumugam SS, Sah DK, Dhabliya D, Chenniappan P, Hezekiah JDK, Maheswar R. Sengodan BC, et al. Sensors (Basel). 2024 Aug 30;24(17):5630. doi: 10.3390/s24175630. Sensors (Basel). 2024. PMID: 39275544 Free PMC article.

9

MI-MAAP: marker informativeness for multi-ancestry admixed populations.

Chen S, Ghandikota S, Gautam Y, Mersha TB. Chen S, et al. BMC Bioinformatics. 2020 Apr 3;21(1):131. doi: 10.1186/s12859-020-3462-5. BMC Bioinformatics. 2020. PMID: 32245404 Free PMC article.

10

Deep Mixture Generative Autoencoders.

Ye F, Bors AG. Ye F, et al. IEEE Trans Neural Netw Learn Syst. 2022 Oct;33(10):5789-5803. doi: 10.1109/TNNLS.2021.3071401. Epub 2022 Oct 5. IEEE Trans Neural Netw Learn Syst. 2022. PMID: 33872161

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