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References from LGTM: Gaussian process modulated neural topic modeling for longitudinal microbiome. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1016/j.cell.2018.02.044
10.1016/j.cell.2018.02.044 · External reference
10.1038/s41586-018-0617-x
10.1038/s41586-018-0617-x · External reference
10.1038/s41467-025-66612-z
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10.1186/gb-2014-15-7-r89
10.1186/gb-2014-15-7-r89 · External reference
10.1371/journal.pcbi.1006960
10.1371/journal.pcbi.1006960 · External reference
10.1080/19490976.2023.2178797
10.1080/19490976.2023.2178797 · External reference
10.1016/j.chom.2024.02.012
10.1016/j.chom.2024.02.012 · External reference
10.1371/journal.pcbi.1009442
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10.1186/s13059-016-0980-6
10.1186/s13059-016-0980-6 · External reference
10.1371/journal.pcbi.1007917
10.1371/journal.pcbi.1007917 · External reference
Temporal probabilistic modeling of bacterial compositions derived from 16s rrna sequencing
10.1093/bioinformatics/btx549 · 2018 · External reference
10.1038/s41467-019-09785-8
10.1038/s41467-019-09785-8 · External reference
Brits: bidirectional recurrent imputation for time series
2018 · External reference
Multivariate time series imputation with generative adversarial networks
2018 · External reference
10.1016/j.eswa.2023.119619
10.1016/j.eswa.2023.119619 · External reference
10.1093/bioinformatics/btad286
10.1093/bioinformatics/btad286 · External reference
Gru-ode-Bayes: continuous modeling of sporadically-observed time series
2019 · External reference
Deep-learning-based interpolation of longitudinal microbiome data powers biologically informative discovery
2025 · External reference
Unresolved reference
External reference
Learning structured output representation using deep conditional generative models
2015 · External reference
Gaussian process prior variational autoencoders
2018 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
External reference
Latent dirichlet allocation
2003 · External reference
Algorithms for non-negative matrix factorization
2000 · External reference
Autoencoding variational inference for topic models
2017 · External reference
Unresolved reference
2017 · External reference
10.1162/tacl_a_00325
10.1162/tacl_a_00325 · External reference
10.1038/s41467-021-25534-2
10.1038/s41467-021-25534-2 · External reference
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10.1038/s41592-022-01595-z · External reference
10.1186/s40168-020-00864-3
10.1186/s40168-020-00864-3 · External reference
Enterosignatures define common bacterial guilds in the human gut microbiome
10.1016/j.chom.2023.05.024 · 2023 · External reference
10.1007/s13253-021-00447-1
10.1007/s13253-021-00447-1 · External reference
10.1093/biostatistics/kxy018
10.1093/biostatistics/kxy018 · External reference
10.1371/journal.pcbi.1005706
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10.1093/biostatistics/kxac018
10.1093/biostatistics/kxac018 · External reference
Unresolved reference
2006 · External reference
10.1007/s11222-019-09886-w
10.1007/s11222-019-09886-w · External reference
10.1214/25-ba1539
10.1214/25-ba1539 · External reference
10.1038/nmeth.3589
10.1038/nmeth.3589 · External reference
10.1016/j.cell.2024.10.022
10.1016/j.cell.2024.10.022 · External reference
10.1561/2200000036 · Admitted local publication
10.1016/j.patcog.2007.09.010
10.1016/j.patcog.2007.09.010 · External reference
Unresolved reference
External reference
10.1186/s12864-016-3257-2
10.1186/s12864-016-3257-2 · External reference
10.3166/dn.17.1.61-84
10.3166/dn.17.1.61-84 · External reference
10.1016/j.csda.2005.09.010
10.1016/j.csda.2005.09.010 · External reference
10.1016/s0378-4754(00)00270-6
10.1016/s0378-4754(00)00270-6 · External reference
10.1016/j.cpc.2009.09.018
10.1016/j.cpc.2009.09.018 · External reference
10.1016/j.crma.2013.04.016
10.1016/j.crma.2013.04.016 · External reference
10.1016/j.cell.2022.10.011
10.1016/j.cell.2022.10.011 · External reference
10.1038/s41564-018-0321-5
10.1038/s41564-018-0321-5 · External reference
10.1038/s41586-019-1237-9
10.1038/s41586-019-1237-9 · External reference
10.1002/9781119003144
10.1002/9781119003144 · 2015 · External reference
10.1023/a:1023866030544
10.1023/a:1023866030544 · External reference
10.1109/tit.2003.813506
10.1109/tit.2003.813506 · External reference
10.1109/taes.2016.140952
10.1109/taes.2016.140952 · External reference
10.1099/ijsem.0.006013
10.1099/ijsem.0.006013 · External reference
10.1016/j.cell.2016.04.007
10.1016/j.cell.2016.04.007 · External reference
10.1038/s41586-019-1560-1
10.1038/s41586-019-1560-1 · External reference
10.1080/19490976.2025.2463567
10.1080/19490976.2025.2463567 · External reference
10.1038/s41522-023-00420-5
10.1038/s41522-023-00420-5 · External reference
10.1093/ibd/izae080
10.1093/ibd/izae080 · External reference
10.1093/bioinformatics/btab021
10.1093/bioinformatics/btab021 · External reference
10.1111/biom.12654
10.1111/biom.12654 · External reference
10.7554/elife.65088
10.7554/elife.65088 · External reference
10.1186/1471-2105-9-386
10.1186/1471-2105-9-386 · External reference
10.1038/s41587-020-0548-6
10.1038/s41587-020-0548-6 · External reference
Pytorch: an imperative style, high-performance deep learning library
2019 · External reference
Unresolved reference
External reference
10.1145/3292500.3330701
10.1145/3292500.3330701 · 2019 · External reference
Scikit-learn: machine learning in python
2011 · External reference