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	<id>https://www.limswiki.org/index.php?action=history&amp;feed=atom&amp;title=File%3AFig4_Signoroni_NatComm23_14.png</id>
	<title>File:Fig4 Signoroni NatComm23 14.png - Revision history</title>
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	<updated>2026-09-26T23:51:03Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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	<entry>
		<id>https://www.limswiki.org/index.php?title=File:Fig4_Signoroni_NatComm23_14.png&amp;diff=58671&amp;oldid=prev</id>
		<title>Shawndouglas: Added summary.</title>
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		<updated>2024-03-03T17:36:34Z</updated>

		<summary type="html">&lt;p&gt;Added summary.&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 17:36, 3 March 2024&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l1&quot;&gt;Line 1:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;==Summary==&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;{{Information&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;|Description=&#039;&#039;&#039;Figure 4.&#039;&#039;&#039; &#039;&#039;&#039;a&#039;&#039;&#039; Original P1; &#039;&#039;&#039;b&#039;&#039;&#039; P1 segmentation mask (level 0); &#039;&#039;&#039;c&#039;&#039;&#039; P1 enumeration map (level 0); &#039;&#039;&#039;d&#039;&#039;&#039; Good colonies on P1 (level 1); &#039;&#039;&#039;e, g, k&#039;&#039;&#039; level 2 Top-1 ID on P1, P2 and P3, respectively, where different colours are used to mark single good colonies according to the identified species as listed in the plate legends (&#039;&#039;Streptococcus agalactiae&#039;&#039; and &#039;&#039;Pseudomonas aeruginosa&#039;&#039; for Plate1 in &#039;&#039;&#039;e&#039;&#039;&#039;, &#039;&#039;Klebsiella oxytoca&#039;&#039;, &#039;&#039;Citrobacter freundii&#039;&#039;, &#039;&#039;Pseudomonas aeruginosa&#039;&#039;, or &#039;&#039;Klebsiella pneumoniae&#039;&#039; for P2 in &#039;&#039;&#039;g&#039;&#039;&#039;, eleven different species for P3 in &#039;&#039;&#039;k&#039;&#039;&#039;).; &#039;&#039;&#039;f, h, l&#039;&#039;&#039; level 3 contextual Top-1 ID on P1, P2 and P3 (&#039;&#039;Streptococcus agalactiae&#039;&#039; for Plate1 in &#039;&#039;&#039;f&#039;&#039;&#039;, &#039;&#039;Klebsiella oxytoca&#039;&#039; and &#039;&#039;Pseudomonas aeruginosa&#039;&#039; for P2 in &#039;&#039;&#039;h&#039;&#039;&#039;, eight species for P3 in &#039;&#039;&#039;l&#039;&#039;&#039;); &#039;&#039;&#039;i&#039;&#039;&#039; 3D representation of the first three entries (Top-1 ID, Top-2 ID, and Top-3 ID) of the level 2 pIDv for each good colony of P2 (different colors indicate different species) and anticipated indication of following grouping I and II; &#039;&#039;&#039;j&#039;&#039;&#039; the same 3D representation for grouped species operated in level 3; &#039;&#039;&#039;m, n, o&#039;&#039;&#039; Plate-level interpretation generated at level 4 by the combination of species-related information (ID and quantitation) and CML rules (for this case represented in the block diagram of Fig. 5a). Source data for &#039;&#039;&#039;i&#039;&#039;&#039; and &#039;&#039;&#039;j&#039;&#039;&#039; are provided as a Source Data file.&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;|Source={{cite journal |title=Hierarchical AI enables global interpretation of culture plates in the era of digital microbiology |journal=Nature Communications |author=Signoroni, Alberto; Ferrari, Alessandro; Lombardi, Stefano; Savardi, Mattia; Fontana, Stefania; Culbreath, Karissa |volume=14 |at=6874 |year=2023 |doi=10.1038/s41467-023-42563-1}}&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;|Author=Signoroni, Alberto; Ferrari, Alessandro; Lombardi, Stefano; Savardi, Mattia; Fontana, Stefania; Culbreath, Karissa&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;|Date=2023&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;|Permission=[https://creativecommons.org/licenses/by/4.0/ Creative Commons Attribution 4.0 International]&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;}}&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Licensing ==&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Licensing ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;{{cc-by-4.0}}&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;{{cc-by-4.0}}&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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		<author><name>Shawndouglas</name></author>
	</entry>
	<entry>
		<id>https://www.limswiki.org/index.php?title=File:Fig4_Signoroni_NatComm23_14.png&amp;diff=58670&amp;oldid=prev</id>
		<title>Shawndouglas at 17:28, 3 March 2024</title>
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		<updated>2024-03-03T17:28:20Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;&lt;br /&gt;
== Licensing ==&lt;br /&gt;
{{cc-by-4.0}}&lt;/div&gt;</summary>
		<author><name>Shawndouglas</name></author>
	</entry>
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