Search Results

Reliability-enhanced data cleaning in biomedical machine learning using inductive conformal prediction.

• Authors : Zhan, Xianghao^1,2 (AUTHOR); Xu, Qinmei² (AUTHOR); Zheng, Yuanning² (AUTHOR)

• Source: PLoS Computational Biology. 2/13/2025, Vol. 21 Issue 2, p1-27. 27p.

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Reliability of plastid and mitochondrial localisation prediction declines rapidly with the evolutionary distance to the training set increasing.

• Authors : Gould, Sven B.¹ (AUTHOR) ; Magiera, Jonas¹ (AUTHOR); García García, Carolina¹ (AUTHOR)

• Source: PLoS Computational Biology. 11/11/2024, Vol. 20 Issue 11, p1-23. 23p.

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Enabling interpretable machine learning for biological data with reliability scores.

• Authors : Ahlquist, K. D.^1,2 (AUTHOR) ; Sugden, Lauren A.³ (AUTHOR) ; Ramachandran, Sohini^1,4,5 (AUTHOR)

• Source: PLoS Computational Biology. 5/26/2023, Vol. 19 Issue 5, p1-24. 24p. 4 Graphs.

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Enabling interpretable machine learning for biological data with reliability scores.

• Authors : K D Ahlquist; Lauren A Sugden; Sohini Ramachandran

Subjects: Biology (General); QH301-705.5

• Source: PLoS Computational Biology, Vol 19, Iss 5, p e1011175 (2023)

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Criticality enhances the multilevel reliability of stimulus responses in cortical neural networks.

• Authors : Liang, Junhao^1,2,3 (AUTHOR); Zhou, Changsong^1,4 (AUTHOR)

• Source: PLoS Computational Biology. 1/31/2022, Vol. 18 Issue 1, p1-27. 27p. 1 Chart, 6 Graphs.

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An exact method for quantifying the reliability of end-of-epidemic declarations in real time.

• Authors : Parag, Kris V.¹ (AUTHOR) ; Donnelly, Christl A.^1,2 (AUTHOR); Jha, Rahul³ (AUTHOR)

• Source: PLoS Computational Biology. 11/30/2020, Vol. 16 Issue 11, p1-21. 21p. 1 Diagram, 4 Graphs.

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Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics.

• Authors : Bridgeford, Eric W; Wang, Shangsi; Wang, Zeyi

Subjects: Consortium for Reliability and Reproducibility; Humans; Artifacts

• Source: PLoS computational biology. 17(9)

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Transcriptional Regulation: Effects of Promoter Proximal Pausing on Speed, Synchrony and Reliability

• Authors : Boettiger, Alistair N; Ralph, Peter L; Evans, Steven N

Subjects: Genetics; Underpinning research; 1.1 Normal biological development and functioning

• Source: PLOS Computational Biology. 7(5)

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Repeatability and timing of tropical influenza epidemics.

• Authors : Servadio, Joseph L.¹ (AUTHOR) ; Thai, Pham Quang^2,3 (AUTHOR); Choisy, Marc^4,5 (AUTHOR)

• Source: PLoS Computational Biology. 7/19/2023, Vol. 19 Issue 7, p1-23. 23p. 1 Chart, 6 Graphs.

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An exact method for quantifying the reliability of end-of-epidemic declarations in real time.

• Authors : Kris V Parag; Christl A Donnelly; Rahul Jha

Subjects: Biology (General); QH301-705.5

• Source: PLoS Computational Biology, Vol 16, Iss 11, p e1008478 (2020)

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