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A cross entropy test allows quantitative statistical comparison of t-SNE and UMAP representations.

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Title: A cross entropy test allows quantitative statistical comparison of t-SNE and UMAP representations.
Authors: Roca CP; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK., Burton OT; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK., Neumann J; VIB Center for Brain and Disease Research, 3000 Leuven, Belgium.; KU Leuven - University of Leuven, Department of Microbiology and Immunology, 3000 Leuven, Belgium., Tareen S; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK., Whyte CE; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK., Gergelits V; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK., Veiga RV; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK., Humblet-Baron S; VIB Center for Brain and Disease Research, 3000 Leuven, Belgium., Liston A; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
Source: Cell reports methods [Cell Rep Methods] 2023 Jan 13; Vol. 3 (1), pp. 100390. Date of Electronic Publication: 2023 Jan 13 (Print Publication: 2023).
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 9918227360606676 Publication Model: eCollection Cited Medium: Internet ISSN: 2667-2375 (Electronic) Linking ISSN: 26672375 NLM ISO Abbreviation: Cell Rep Methods
Database: MEDLINE Ultimate
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  Data: A cross entropy test allows quantitative statistical comparison of t-SNE and UMAP representations.
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  Data: <searchLink fieldCode="AU" term="%22Roca+CP%22">Roca CP</searchLink>; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.<br /><searchLink fieldCode="AU" term="%22Burton+OT%22">Burton OT</searchLink>; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.<br /><searchLink fieldCode="AU" term="%22Neumann+J%22">Neumann J</searchLink>; VIB Center for Brain and Disease Research, 3000 Leuven, Belgium.; KU Leuven - University of Leuven, Department of Microbiology and Immunology, 3000 Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Tareen+S%22">Tareen S</searchLink>; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.<br /><searchLink fieldCode="AU" term="%22Whyte+CE%22">Whyte CE</searchLink>; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.<br /><searchLink fieldCode="AU" term="%22Gergelits+V%22">Gergelits V</searchLink>; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.<br /><searchLink fieldCode="AU" term="%22Veiga+RV%22">Veiga RV</searchLink>; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.<br /><searchLink fieldCode="AU" term="%22Humblet-Baron+S%22">Humblet-Baron S</searchLink>; VIB Center for Brain and Disease Research, 3000 Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Liston+A%22">Liston A</searchLink>; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
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  Data: <searchLink fieldCode="JN" term="%229918227360606676%22">Cell reports methods</searchLink> [Cell Rep Methods] 2023 Jan 13; Vol. 3 (1), pp. 100390. <i>Date of Electronic Publication: </i>2023 Jan 13 (<i>Print Publication: </i>2023).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Inc%22">Elsevier Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9918227360606676 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2667-2375 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226672375%22">26672375 </searchLink><i>NLM ISO Abbreviation: </i>Cell Rep Methods
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        Value: 10.1016/j.crmeth.2022.100390
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        Text: English
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              Text: 2023 Jan 13
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