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	<title type="text">titleData Science - eScience Network - IME - USP - Projects
	<subtitle type="text">Data Science - USP - Brazil</subtitle>
	<link rel="alternate" type="text/html" href="http://escience.ime.usp.br"/>
	<id>http://escience.ime.usp.br/projects</id>
	<updated>2019-08-22T23:59:09+00:00</updated>
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	<entry>
		<title>TRIOS - Training Image Operators from Samples</title>
		<link rel="alternate" type="text/html" href="http://escience.ime.usp.br/projects/trios-lib"/>
		<published>2014-10-22T17:56:07+00:00</published>
		<updated>2014-10-22T17:56:07+00:00</updated>
		<id>http://escience.ime.usp.br/projects/trios-lib</id>
		<author>
			<name>Super User</name>
			<email>admin@vision.ime.usp.br</email>
		</author>
		<summary type="html">&lt;div class=&quot;feed-description&quot;&gt;&lt;div style=&quot;margin: 2px; padding: 0px;&quot;&gt;
&lt;div style=&quot;position: relative; margin-bottom: 10px; margin-right: 12px; padding-bottom: 12px; padding-top: 3px;&quot;&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none;&quot;&gt; &lt;/div&gt;
&lt;!--PREVIEW image on left side --&gt;
&lt;div style=&quot;float: right; margin: 0px; padding: 0px;&quot;&gt;
&lt;div style=&quot;float: right; position: relative; margin: 0px auto; padding: 0px; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 0px; margin: 0px auto; position: relative; z-index: 1; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 5px; margin: 0px; height: 310px; line-height: 310px; position: absolute; width: 270px; vertical-align: middle; display: table-cell; text-align: center; border-top-left-radius: 5px; border-top-right-radius: 5px; border-bottom-right-radius: 5px; border-bottom-left-radius: 5px; box-shadow: #bbbbbb 0px 0px 0px 1px;&quot;&gt;
&lt;div style=&quot;width: 100%; height: 100%; overflow: hidden; position: relative; background: white;&quot;&gt;&lt;img src=&quot;images/projects/trioslib.png&quot; border=&quot;0&quot; style=&quot;max-width: 99%; max-height: 99%; margin: auto; position: absolute; top: 0; left: 0; bottom: 0; right: 0;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;!--END PREVIEW image on left side --&gt;
&lt;div style=&quot;padding-right: 12px; padding-top: 6px; overflow: hidden;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;About this Project:&lt;/h4&gt;
&lt;p style=&quot;text-align: justify; margin: 0px 0px 10px;&quot;&gt;Image Processing can be used to solve complex problems in many different areas, such as document analysis and face detection. However, the design of image processing operators is a very challenging task that requires deep knowledge of both image processing techniques and the domain of application. An alternative formulation consists in using machine learning to estimate a local transformation from a set of pairs of images containing an input and its processed version.&lt;/p&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
&lt;div style=&quot;margin: 12px 0px;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;More Information:&lt;/h4&gt;
&lt;div style=&quot;padding: 3px;&quot;&gt;&lt;span&gt;Project Website:&lt;/span&gt; &lt;span&gt;&lt;a href=&quot;http://vision.ime.usp.br/projects/trios/&quot; title=&quot;TRIOS - Training Image Operators from Samples&quot;&gt;Click here&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;!-- End Extra field--&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
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&lt;/div&gt;&lt;/div&gt;</summary>
		<content type="html">&lt;div class=&quot;feed-description&quot;&gt;&lt;div style=&quot;margin: 2px; padding: 0px;&quot;&gt;
&lt;div style=&quot;position: relative; margin-bottom: 10px; margin-right: 12px; padding-bottom: 12px; padding-top: 3px;&quot;&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none;&quot;&gt; &lt;/div&gt;
&lt;!--PREVIEW image on left side --&gt;
&lt;div style=&quot;float: right; margin: 0px; padding: 0px;&quot;&gt;
&lt;div style=&quot;float: right; position: relative; margin: 0px auto; padding: 0px; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 0px; margin: 0px auto; position: relative; z-index: 1; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 5px; margin: 0px; height: 310px; line-height: 310px; position: absolute; width: 270px; vertical-align: middle; display: table-cell; text-align: center; border-top-left-radius: 5px; border-top-right-radius: 5px; border-bottom-right-radius: 5px; border-bottom-left-radius: 5px; box-shadow: #bbbbbb 0px 0px 0px 1px;&quot;&gt;
&lt;div style=&quot;width: 100%; height: 100%; overflow: hidden; position: relative; background: white;&quot;&gt;&lt;img src=&quot;images/projects/trioslib.png&quot; border=&quot;0&quot; style=&quot;max-width: 99%; max-height: 99%; margin: auto; position: absolute; top: 0; left: 0; bottom: 0; right: 0;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;!--END PREVIEW image on left side --&gt;
&lt;div style=&quot;padding-right: 12px; padding-top: 6px; overflow: hidden;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;About this Project:&lt;/h4&gt;
&lt;p style=&quot;text-align: justify; margin: 0px 0px 10px;&quot;&gt;Image Processing can be used to solve complex problems in many different areas, such as document analysis and face detection. However, the design of image processing operators is a very challenging task that requires deep knowledge of both image processing techniques and the domain of application. An alternative formulation consists in using machine learning to estimate a local transformation from a set of pairs of images containing an input and its processed version.&lt;/p&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
&lt;div style=&quot;margin: 12px 0px;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;More Information:&lt;/h4&gt;
&lt;div style=&quot;padding: 3px;&quot;&gt;&lt;span&gt;Project Website:&lt;/span&gt; &lt;span&gt;&lt;a href=&quot;http://vision.ime.usp.br/projects/trios/&quot; title=&quot;TRIOS - Training Image Operators from Samples&quot;&gt;Click here&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;!-- End Extra field--&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;</content>
		<category term="Projects" />
	</entry>
	<entry>
		<title>ExpressMath - Handwritten Mathematical Expression Recognition</title>
		<link rel="alternate" type="text/html" href="http://escience.ime.usp.br/projects/express-math"/>
		<published>2014-10-22T17:55:24+00:00</published>
		<updated>2014-10-22T17:55:24+00:00</updated>
		<id>http://escience.ime.usp.br/projects/express-math</id>
		<author>
			<name>Super User</name>
			<email>admin@vision.ime.usp.br</email>
		</author>
		<summary type="html">&lt;div class=&quot;feed-description&quot;&gt;&lt;div style=&quot;margin: 2px; padding: 0px;&quot;&gt;
&lt;div style=&quot;position: relative; margin-bottom: 10px; margin-right: 12px; padding-bottom: 12px; padding-top: 3px;&quot;&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none;&quot;&gt; &lt;/div&gt;
&lt;!--PREVIEW image on left side --&gt;
&lt;div style=&quot;float: right; margin-bottom: 15px; padding: 0px;&quot;&gt;
&lt;div style=&quot;float: right; position: relative; margin: 0px auto; padding: 0px; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 0px; margin: 0px auto; position: relative; z-index: 1; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 5px; margin: 0px; height: 310px; line-height: 310px; position: absolute; width: 270px; vertical-align: middle; display: table-cell; text-align: center; border-top-left-radius: 5px; border-top-right-radius: 5px; border-bottom-right-radius: 5px; border-bottom-left-radius: 5px; box-shadow: #bbbbbb 0px 0px 0px 1px;&quot;&gt;
&lt;div style=&quot;width: 100%; height: 100%; overflow: hidden; position: relative; background: white;&quot;&gt;&lt;img src=&quot;images/projects/270x310-express-math.png&quot; border=&quot;0&quot; style=&quot;max-width: 99%; max-height: 99%; margin: auto; position: absolute; top: 0; left: 0; bottom: 0; right: 0;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;!--END PREVIEW image on left side --&gt;
&lt;div style=&quot;padding-right: 12px; padding-top: 6px; overflow: hidden;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;About this Project:&lt;/h4&gt;
&lt;p style=&quot;text-align: justify;&quot;&gt;The main goal of this research project is to study, develop and validate algorithms and methods for the recognition of handwritten mathematical expressions. This is an important and challenging problem in the field of Pattern Recognition. The variety of symbols to be recognized, the variations in writing style, the need to analyze 2D spatial arrangement of the symbols, different notations, intrinsic ambiguities, among other issues make this a non trivial problem.&lt;/p&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
&lt;div style=&quot;margin: 12px 0px;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;More Information:&lt;/h4&gt;
&lt;div style=&quot;padding: 3px;&quot;&gt;&lt;span&gt;Project Website:&lt;/span&gt; &lt;span&gt;&lt;a href=&quot;http://www.vision.ime.usp.br/~nina/expressmath.html&quot; target=&quot;_blank&quot; title=&quot;ExpressMath - Handwritten Mathematical Expression Recognition&quot;&gt;Click here&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;!-- End Extra field--&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
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&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;</summary>
		<content type="html">&lt;div class=&quot;feed-description&quot;&gt;&lt;div style=&quot;margin: 2px; padding: 0px;&quot;&gt;
&lt;div style=&quot;position: relative; margin-bottom: 10px; margin-right: 12px; padding-bottom: 12px; padding-top: 3px;&quot;&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none;&quot;&gt; &lt;/div&gt;
&lt;!--PREVIEW image on left side --&gt;
&lt;div style=&quot;float: right; margin-bottom: 15px; padding: 0px;&quot;&gt;
&lt;div style=&quot;float: right; position: relative; margin: 0px auto; padding: 0px; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 0px; margin: 0px auto; position: relative; z-index: 1; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 5px; margin: 0px; height: 310px; line-height: 310px; position: absolute; width: 270px; vertical-align: middle; display: table-cell; text-align: center; border-top-left-radius: 5px; border-top-right-radius: 5px; border-bottom-right-radius: 5px; border-bottom-left-radius: 5px; box-shadow: #bbbbbb 0px 0px 0px 1px;&quot;&gt;
&lt;div style=&quot;width: 100%; height: 100%; overflow: hidden; position: relative; background: white;&quot;&gt;&lt;img src=&quot;images/projects/270x310-express-math.png&quot; border=&quot;0&quot; style=&quot;max-width: 99%; max-height: 99%; margin: auto; position: absolute; top: 0; left: 0; bottom: 0; right: 0;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;!--END PREVIEW image on left side --&gt;
&lt;div style=&quot;padding-right: 12px; padding-top: 6px; overflow: hidden;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;About this Project:&lt;/h4&gt;
&lt;p style=&quot;text-align: justify;&quot;&gt;The main goal of this research project is to study, develop and validate algorithms and methods for the recognition of handwritten mathematical expressions. This is an important and challenging problem in the field of Pattern Recognition. The variety of symbols to be recognized, the variations in writing style, the need to analyze 2D spatial arrangement of the symbols, different notations, intrinsic ambiguities, among other issues make this a non trivial problem.&lt;/p&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
&lt;div style=&quot;margin: 12px 0px;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;More Information:&lt;/h4&gt;
&lt;div style=&quot;padding: 3px;&quot;&gt;&lt;span&gt;Project Website:&lt;/span&gt; &lt;span&gt;&lt;a href=&quot;http://www.vision.ime.usp.br/~nina/expressmath.html&quot; target=&quot;_blank&quot; title=&quot;ExpressMath - Handwritten Mathematical Expression Recognition&quot;&gt;Click here&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;!-- End Extra field--&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;</content>
		<category term="Projects" />
	</entry>
	<entry>
		<title>MedSquare: open source medical image exploration</title>
		<link rel="alternate" type="text/html" href="http://escience.ime.usp.br/projects/medsquare-project"/>
		<published>2014-10-22T17:54:42+00:00</published>
		<updated>2014-10-22T17:54:42+00:00</updated>
		<id>http://escience.ime.usp.br/projects/medsquare-project</id>
		<author>
			<name>Super User</name>
			<email>admin@vision.ime.usp.br</email>
		</author>
		<summary type="html">&lt;div class=&quot;feed-description&quot;&gt;&lt;div style=&quot;margin: 2px; padding: 0px;&quot;&gt;
&lt;div style=&quot;position: relative; margin-bottom: 10px; margin-right: 12px; padding-bottom: 12px; padding-top: 3px;&quot;&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none;&quot;&gt; &lt;/div&gt;
&lt;!--PREVIEW image on left side --&gt;
&lt;div style=&quot;float: right; margin-bottom: 15px; padding: 0px;&quot;&gt;
&lt;div style=&quot;float: right; position: relative; margin: 0px auto; padding: 0px; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 0px; margin: 0px auto; position: relative; z-index: 1; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 5px; margin: 0px; height: 310px; line-height: 310px; position: absolute; width: 270px; vertical-align: middle; display: table-cell; text-align: center; border-top-left-radius: 5px; border-top-right-radius: 5px; border-bottom-right-radius: 5px; border-bottom-left-radius: 5px; box-shadow: #bbbbbb 0px 0px 0px 1px;&quot;&gt;
&lt;div style=&quot;width: 100%; height: 100%; overflow: hidden; position: relative; background: white;&quot;&gt;&lt;img src=&quot;images/projects/270x310-medsquare.jpg&quot; border=&quot;0&quot; style=&quot;max-width: 99%; max-height: 99%; margin: auto; position: absolute; top: 0; left: 0; bottom: 0; right: 0;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;!--END PREVIEW image on left side --&gt;
&lt;div style=&quot;padding-right: 12px; padding-top: 6px; overflow: hidden;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;About this Project:&lt;/h4&gt;
&lt;p style=&quot;text-align: justify;&quot;&gt;A powerful and flexible modular environment for exploration of medical images, both for clinical and scientific purposes. The aim is to provide image conversion, processing, visualization and analysis tools for a number of medical image modalities, such as Magnetic Resonance (MR), Computer Tomography (CT), Positron Emission and Single Photon Emission Tomography (PET and SPECT).&lt;/p&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
&lt;div style=&quot;margin: 12px 0px;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;More Information:&lt;/h4&gt;
&lt;div style=&quot;padding: 3px;&quot;&gt;&lt;span&gt;Project Website:&lt;/span&gt; &lt;span&gt;&lt;a href=&quot;http://ccsl.ime.usp.br/medsquare/about&quot; target=&quot;_blank&quot; title=&quot;MedSquare: open source medical image exploration&quot;&gt;Click here&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;!-- End Extra field--&gt;
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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;</summary>
		<content type="html">&lt;div class=&quot;feed-description&quot;&gt;&lt;div style=&quot;margin: 2px; padding: 0px;&quot;&gt;
&lt;div style=&quot;position: relative; margin-bottom: 10px; margin-right: 12px; padding-bottom: 12px; padding-top: 3px;&quot;&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none;&quot;&gt; &lt;/div&gt;
&lt;!--PREVIEW image on left side --&gt;
&lt;div style=&quot;float: right; margin-bottom: 15px; padding: 0px;&quot;&gt;
&lt;div style=&quot;float: right; position: relative; margin: 0px auto; padding: 0px; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 0px; margin: 0px auto; position: relative; z-index: 1; width: 270px; height: 310px;&quot;&gt;
&lt;div style=&quot;padding: 5px; margin: 0px; height: 310px; line-height: 310px; position: absolute; width: 270px; vertical-align: middle; display: table-cell; text-align: center; border-top-left-radius: 5px; border-top-right-radius: 5px; border-bottom-right-radius: 5px; border-bottom-left-radius: 5px; box-shadow: #bbbbbb 0px 0px 0px 1px;&quot;&gt;
&lt;div style=&quot;width: 100%; height: 100%; overflow: hidden; position: relative; background: white;&quot;&gt;&lt;img src=&quot;images/projects/270x310-medsquare.jpg&quot; border=&quot;0&quot; style=&quot;max-width: 99%; max-height: 99%; margin: auto; position: absolute; top: 0; left: 0; bottom: 0; right: 0;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;!--END PREVIEW image on left side --&gt;
&lt;div style=&quot;padding-right: 12px; padding-top: 6px; overflow: hidden;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;About this Project:&lt;/h4&gt;
&lt;p style=&quot;text-align: justify;&quot;&gt;A powerful and flexible modular environment for exploration of medical images, both for clinical and scientific purposes. The aim is to provide image conversion, processing, visualization and analysis tools for a number of medical image modalities, such as Magnetic Resonance (MR), Computer Tomography (CT), Positron Emission and Single Photon Emission Tomography (PET and SPECT).&lt;/p&gt;
&lt;div style=&quot;clear: both; height: 1px; border: 0px none; float: none;&quot;&gt; &lt;/div&gt;
&lt;div style=&quot;margin: 12px 0px;&quot;&gt;
&lt;h4 style=&quot;color: #8f8f8b; border-bottom: 1px dashed #CCC; font-size: 75%; text-transform: uppercase; font-weight: normal; margin-bottom: 7px; padding-bottom: 11px; padding-top: 12px;&quot;&gt;More Information:&lt;/h4&gt;
&lt;div style=&quot;padding: 3px;&quot;&gt;&lt;span&gt;Project Website:&lt;/span&gt; &lt;span&gt;&lt;a href=&quot;http://ccsl.ime.usp.br/medsquare/about&quot; target=&quot;_blank&quot; title=&quot;MedSquare: open source medical image exploration&quot;&gt;Click here&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;!-- End Extra field--&gt;
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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;</content>
		<category term="Projects" />
	</entry>
</feed>
