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Academic Journal

A benchmark of semi-supervised scRNA-seq integration methods in real-world scenarios.

Authors : Shen, Xiaoyu¹ (AUTHOR); He, Chuan² (AUTHOR) ; Guan, Leying^2,3 (AUTHOR)

Source: PLoS Computational Biology. 3/16/2026, Vol. 22 Issue 3, p1-27. 27p.

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Academic Journal

BiCLUM: Bilateral contrastive learning for unpaired single-cell multi-omics integration.

Authors : Guo, Yin¹ (AUTHOR); Mallona, Izaskun² (AUTHOR); Robinson, Mark D.² (AUTHOR)

Source: PLoS Computational Biology. 2/3/2026, Vol. 22 Issue 2, p1-33. 33p.

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Academic Journal

Interpretable integration of unpaired multi-omics for Alzheimer's diagnosis via cross-modal transformer reconstruction.

Authors : Liao, Kai^1,2,3,4 (AUTHOR); Du, Danfeng⁵ (AUTHOR); Li, Jiawei⁶ (AUTHOR)

Source: PLoS Computational Biology. 3/12/2026, Vol. 22 Issue 3, p1-23. 23p.

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Academic Journal

Semi-supervised Bayesian integration of multiple spatial proteomics datasets.

Authors : Coleman, Stephen¹ (AUTHOR) ; Breckels, Lisa² (AUTHOR); Waller, Ross F.² (AUTHOR)

Source: PLoS Computational Biology. 12/15/2025, Vol. 21 Issue 12, p1-26. 26p.

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Academic Journal

Harmony-based data integration for distributed single-cell multi-omics data.

Authors : Yuan, Ruizhi¹ (AUTHOR); Rong, Ziqi² (AUTHOR); Hu, Haoran¹ (AUTHOR)

Source: PLoS Computational Biology. 9/30/2025, Vol. 21 Issue 9, p1-17. 17p.

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Academic Journal

A graph neural network-based spatial multi-omics data integration method for deciphering spatial domains.

Authors : Gao, Congqiang¹ (AUTHOR); Yang, Chenghui^2,3 (AUTHOR); Zhang, Lihua^2,3 (AUTHOR)

Source: PLoS Computational Biology. 9/30/2025, Vol. 21 Issue 9, p1-20. 20p.

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Academic Journal

Sensorimotor integration enhances temperature stimulus processing.

Authors : Anderson, Lindsay S.^1,2 (AUTHOR); Costabile, Jamie D.¹ (AUTHOR); Schwinn, Sina¹ (AUTHOR)

Source: PLoS Computational Biology. 6/10/2025, Vol. 21 Issue 6, p1-19. 19p.

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Academic Journal

Contextual inference through flexible integration of environmental features and behavioural outcomes.

Authors : Passlack, Jessica^1,2 (AUTHOR) ; MacAskill, Andrew F.¹ (AUTHOR)

Source: PLoS Computational Biology. 3/20/2026, Vol. 22 Issue 3, p1-42. 42p.

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Academic Journal

Prior expectations guide multisensory integration during face-to-face communication.

Authors : Mazzi, Giulia¹ (AUTHOR) ; Ferrari, Ambra^1,2,3 (AUTHOR); Mencaroni, Maria Laura^1,4 (AUTHOR)

Source: PLoS Computational Biology. 9/12/2025, Vol. 21 Issue 9, p1-28. 28p.

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Academic Journal

DDGWizard: Integration of feature calculation resources for analysis and prediction of changes in protein thermostability upon point mutations.

Authors : Wang, Mingkai^1,2 (AUTHOR); Jumah, Khaled¹ (AUTHOR); Shao, Qun¹ (AUTHOR)

Source: PLoS Computational Biology. 12/1/2025, Vol. 21 Issue 12, p1-28. 28p.

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A benchmark of semi-supervised scRNA-seq integration methods in real-world scenarios.

BiCLUM: Bilateral contrastive learning for unpaired single-cell multi-omics integration.

Interpretable integration of unpaired multi-omics for Alzheimer's diagnosis via cross-modal transformer reconstruction.

Semi-supervised Bayesian integration of multiple spatial proteomics datasets.

Harmony-based data integration for distributed single-cell multi-omics data.

A graph neural network-based spatial multi-omics data integration method for deciphering spatial domains.

Sensorimotor integration enhances temperature stimulus processing.

Contextual inference through flexible integration of environmental features and behavioural outcomes.

Prior expectations guide multisensory integration during face-to-face communication.

DDGWizard: Integration of feature calculation resources for analysis and prediction of changes in protein thermostability upon point mutations.

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