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<channel>
	<title><![CDATA[BOL: Related items]]></title>
	<link>https://bioinformaticsonline.com/related/19633?offset=990</link>
	<atom:link href="https://bioinformaticsonline.com/related/19633?offset=990" rel="self" type="application/rss+xml" />
	<description><![CDATA[]]></description>
	
	
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/4654/la-trobe-university-melbourne-australia</guid>
  <pubDate>Fri, 20 Sep 2013 13:05:14 -0500</pubDate>
  <link></link>
  <title><![CDATA[La Trobe University, Melbourne, Australia]]></title>
  <description><![CDATA[
<p>La Trobe University, Melbourne, Australia</p>

<p>An exciting opportunity exists for a highly motivated and enthusiastic bioinformatics researcher to work in the Exosome, Secretome and Systems Biology laboratory of Dr Suresh Mathivanan. This position is funded through the National Institutes of Health (NIH) USA, to study the role of extracellular RNA or ExRNA in intercellular communication.</p>

<p>The successful applicant will be involved in collaborative bioinformatics research with more than 30 American Universities/Institutes.  The ExRNA consortium is a multi-institute USD 17 million funded program which has 5 primary aims: to understand the biogenesis of ExRNA (vesicles and non-vesicles), to explore the use of ExRNA in biomarker research, to establish a reference profile of ExRNA in various disease conditions, to explore the role of ExRNA in therapeutic purposes and to manage the generated data through a reference portal.  The bioinformatics component is critical in managing and analysing the data generated by the entire consortium.  The researcher is required to contribute to the management and perform the analysis of ExRNA data.</p>

<p>The candidate to succeed, you will possess:</p>

<p>Experience in the analysis and modelling of data, including the capacity to integrate data from a range of sources and of uneven quality.</p>

<p>Evidence of experience in research and of the ability to work effectively under limited supervision or independently.</p>

<p>A record of contribution to publications, conference papers and/or reports, or professional or technical contributions which provide evidence of research potential.</p>

<p>Completion of a doctoral degree in bioinformatics or biostatistics with a focus on transcriptomic data will be highly regarded.</p>

<p>Preference will be given to applicants with competence in programming (JavaScript, Perl/Python), any web-based applications (PHP, ZOPE) and relational databases (MySQL).</p>

<p>Closing date:  30 September 2013</p>

<p>Position Enquiries: Dr Suresh Mathivanan (s.mathivanan@latrobe.edu.au)</p>

<p>More at http://www.mathivananlab.org/</p>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/pages/view/42813/bioinformatics-in-africa-part5-nigeria</guid>
	<pubDate>Sat, 06 Feb 2021 21:13:47 -0600</pubDate>
	<link>https://bioinformaticsonline.com/pages/view/42813/bioinformatics-in-africa-part5-nigeria</link>
	<title><![CDATA[Bioinformatics in Africa: Part5 - Nigeria]]></title>
	<description><![CDATA[<p>Covenant University (CU)&shy;Ota:<br />Covenant University (with her enriching and growing state&shy;of&shy;the&shy;art laboratories in the area of &nbsp;science and technology, arts, business and social sciences) is presently the Best University in &nbsp;Nigeria (Private University category), based on the recent over&shy;all rating just concluded by the &nbsp;Nigeria &nbsp; University &nbsp; Commission &nbsp; (NUC). &nbsp; Recently, &nbsp; Covenant &nbsp; University &nbsp; has &nbsp; initiated &nbsp; the &nbsp;establishment of a Centre for Applied Biotech, Bio&shy;Informatics and Microbiology (CBBM) to be &nbsp;situated at the University. The institute has been designed to be a Public&shy;Private Partnership for a productive synergy b/w Academia, Industry and Government. The whole concept is still evolving &nbsp;and more details will be release soon. As regards CBBM, a dedicated computing lab is in plan, but even our computing capacity is &nbsp;presently enormous. In the department of Computer and Information Sciences, we have more than &nbsp;250 Pentium 4 PCs set aside for teaching and research purposes. Furthermore, we have several &nbsp;moderate speed PCs at the Postgraduate research lab and our engineering departments and units. &nbsp;Our wet lab facilities is presently minimal (basic for teaching), the Centre requirement as it touches &nbsp;the wet&shy;laboratories is also set to upgrade this to basic tools expected at an international centre of learning.</p><p>University&nbsp;of&nbsp;Ibadan&nbsp;(UIB)&shy;Ibadan:<br />There&nbsp;has&nbsp;been&nbsp;significant&nbsp;increase&nbsp;in&nbsp;the&nbsp;number&nbsp;of&nbsp;bioinformatics&nbsp;activities&nbsp;in&nbsp;Nigeria&nbsp;(and&nbsp;West Africa)&nbsp;since&nbsp;2003&nbsp;when&nbsp;the&nbsp;program&nbsp;was&nbsp;initiated&nbsp;by&nbsp;the&nbsp;West&nbsp;African&nbsp;Biotechnology&nbsp;Workshops Series&nbsp;(WABWS,&nbsp;http://www.wabw.org)&nbsp;at&nbsp;the&nbsp;University&nbsp;of&nbsp;Ibadan,&nbsp;Nigeria&nbsp;(in&nbsp;collaboration&nbsp;with&nbsp; the&nbsp;South&nbsp;African&nbsp;National&nbsp;Bioinformatics&nbsp;Institute&nbsp;(SANBI,&nbsp;http:/www.sanbi.ac.za).&nbsp;Workshops&nbsp; that&nbsp;were&nbsp;open&nbsp;to&nbsp;scientists&nbsp;from&nbsp;all&nbsp;African&nbsp;countries&nbsp;have&nbsp;seen&nbsp;a&nbsp;very&nbsp;high&nbsp;number&nbsp;of&nbsp;applications&nbsp; from&nbsp;scientists&nbsp;based&nbsp;in&nbsp;West&nbsp;Africa.&nbsp;The&nbsp;encouraging&nbsp;desire&nbsp;to&nbsp;acquire&nbsp;cutting&shy;edge&nbsp;skills&nbsp;to&nbsp; computational&nbsp;process&nbsp;data&nbsp;and&nbsp;extract&nbsp;useful&nbsp;knowledge&nbsp;from&nbsp;genome&nbsp;projects&nbsp;led&nbsp;to&nbsp;the&nbsp;interest&nbsp;of&nbsp; the&nbsp;West&nbsp;African&nbsp;Biotechnology&nbsp;Workshops&nbsp;(WABW)&nbsp;to&nbsp;develop&nbsp;an&nbsp;agenda&nbsp;to&nbsp;address&nbsp;the&nbsp; bioinformatics&nbsp;skills&nbsp;gap&nbsp;among&nbsp;scientists&nbsp;in&nbsp;West&nbsp;Africa.&nbsp;An&nbsp;increased&nbsp;commitment&nbsp;from&nbsp;agencies&nbsp; like&nbsp;NEPAD&nbsp;would&nbsp;be&nbsp;required&nbsp;in&nbsp;the&nbsp;provision&nbsp;of&nbsp;infrastructure&nbsp;to&nbsp;establish&nbsp;and&nbsp;sustain&nbsp;regional&nbsp; and&nbsp;national&nbsp;networks.</p><p>University&nbsp;of&nbsp;Ilorin&nbsp;(UIL)&shy;Ilorin:<br />The&nbsp;University&nbsp;of&nbsp;Ilorin&nbsp;was&nbsp;established&nbsp;in&nbsp;1976&nbsp;by&nbsp;the&nbsp;Federal&nbsp;Government&nbsp;of&nbsp;Nigeria.&nbsp; Bioinformatics&nbsp;activities&nbsp;started&nbsp;at&nbsp;the&nbsp;University&nbsp;in&nbsp;February&nbsp;2003&nbsp;with&nbsp;the&nbsp;establishment&nbsp;of&nbsp;the&nbsp; West&nbsp;African&nbsp;Bioinformatics&nbsp;Research&nbsp;Initiative&nbsp;(WABRI).&nbsp;However,&nbsp;progress&nbsp;has&nbsp;been&nbsp;rather&nbsp;slow&nbsp; due&nbsp;to&nbsp;inadequate&nbsp;funding.&nbsp;We&nbsp;are&nbsp;mainly&nbsp;engaged&nbsp;in&nbsp;Bioinformatics&nbsp;training&nbsp;at&nbsp;the&nbsp;introductory&nbsp; level&nbsp;and&nbsp;proteomics&nbsp;studies&nbsp;on&nbsp;various&nbsp;species&nbsp;of&nbsp;malaria&nbsp;parasites.&nbsp;Recently,&nbsp;we&nbsp;became&nbsp;interested&nbsp; in&nbsp;comparative&nbsp;genome&nbsp;analysis&nbsp;of&nbsp;various&nbsp;species&nbsp;of &nbsp;Plasmodium&nbsp; and&nbsp;the&nbsp;comparison&nbsp;of&nbsp; chloroquine&nbsp;sensitive&nbsp;and&nbsp;chloroquine&nbsp;resistant&nbsp;strains&nbsp;of&nbsp;Plasmodium&nbsp;falciparum.&nbsp;Other&nbsp;activities&nbsp; and&nbsp;areas&nbsp;of&nbsp;interest&nbsp;can&nbsp;be&nbsp;seen&nbsp;on&nbsp;our&nbsp;website,&nbsp;http://www.wabri.org,&nbsp;although&nbsp;not&nbsp;all&nbsp;our&nbsp; proposed&nbsp;interests&nbsp;have&nbsp;been&nbsp;fully&nbsp;implemented&nbsp;due&nbsp;to&nbsp;our&nbsp;level&nbsp;of&nbsp;funding.</p><p>Training:<br />The&nbsp;University&nbsp;of&nbsp;Ilorin&nbsp;has&nbsp;introduced&nbsp;M.Sc.&nbsp;and&nbsp;Ph.D.&nbsp;programmes&nbsp;in&nbsp;Computer&nbsp;Science&nbsp;(with&nbsp; options&nbsp;in&nbsp;Bioinformatics).&nbsp;The&nbsp;programme&nbsp;is&nbsp;based&nbsp;in&nbsp;the&nbsp;Department&nbsp;of&nbsp;Computer&nbsp;Science&nbsp;and&nbsp; emphasis&nbsp;is&nbsp;on&nbsp;the&nbsp;development&nbsp;of&nbsp;algorithms&nbsp;to&nbsp;solve&nbsp;problems&nbsp;in&nbsp;bioinformatics. The&nbsp;Covenant&nbsp;University&nbsp;offers&nbsp;M.Sc.&nbsp;and&nbsp;Ph.D&nbsp;in&nbsp;Computer&nbsp;Science&nbsp;with&nbsp;option&nbsp;in&nbsp;Bioinformatics&nbsp; (Computational&nbsp;Biology).&nbsp;Furthermore,&nbsp;through&nbsp;affiliated&nbsp;departments,&nbsp;the&nbsp;CBBM&nbsp;is&nbsp;been&nbsp;design&nbsp;to&nbsp;award&nbsp;Diploma&nbsp;and&nbsp;Degree&nbsp;certificates&nbsp;in&nbsp;Biotechnology.</p><p>Web&nbsp;sites&nbsp;and&nbsp;links: http://www.covenantuniversity.com http://www.run.edu.ng http://www.uniben.edu http://www.wabri.org http://www.wabw.org http://www.unilorin.edu.ng http://www.wabri.org http://www.asopah.org</p>]]></description>
	<dc:creator>BioStar</dc:creator>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/42953/ra-bioinformatics-at-sir-ganga-ram-hospital-new-delhi</guid>
  <pubDate>Sun, 14 Mar 2021 10:40:18 -0500</pubDate>
  <link></link>
  <title><![CDATA[RA Bioinformatics at Sir Ganga Ram Hospital, New Delhi]]></title>
  <description><![CDATA[
<p>Opportunities available at Institute of Medical Genetics &amp; Genomics, Sir Ganga Ram Hospital, New Delhi.</p>

<p>1) Senior Research Fellow under ICMR Project: M.Sc. (Life Sciences) with 2 years of experience (preferable in the field of Bioinformatics) or MBBS Degree.</p>

<p>2) Research Associate under ICMR Project: . Ph.D.(Life Science/Biotechnology/Bioinformatics) or equivalent degree or having 3 years of research, teaching and design and development experience after M.Tech with at least one research paper in science Citation Indexed (SCI) Journal.<br />Work experience in the area of Human genomics/Next Generation Sequencing data analysis/Big data genomics would be preferred.<br />Application link:</p>

<p>https://sgrh.com/joblist</p>

<p>Post Code: 2023, 2024</p>
]]></description>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/43341/nigerian-bioinformatics-and-genomics-network-nbgn</guid>
  <pubDate>Tue, 31 Aug 2021 08:29:40 -0500</pubDate>
  <link></link>
  <title><![CDATA[Nigerian Bioinformatics and Genomics Network (NBGN)]]></title>
  <description><![CDATA[
<p>This is to announce the second official conference of the Nigerian Bioinformatics and Genomics Network (NBGN). October 11-13,2021 at Landmark University, Omu-Aran, Kwara State and Zoom ( conference link to be announced soon</p>

<p>#NBGN21</p>

<p>www.nbgn21conference.com</p>
]]></description>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/videolist/watch/5462/showreel-2008-cortical-studios</guid>
	<pubDate>Sat, 12 Oct 2013 18:33:40 -0500</pubDate>
	<link>https://bioinformaticsonline.com/videolist/watch/5462/showreel-2008-cortical-studios</link>
	<title><![CDATA[Showreel 2008 - Cortical Studios]]></title>
	<description><![CDATA[<iframe width="" height="" src="https://www.youtube-nocookie.com/embed/qrReqMKe7Xg" frameborder="0" allowfullscreen></iframe>We are a bioinformatics company that combines 3D animation, multimedia and scientific knowledge to meet your communication needs. With our academic background in the fields of biotechnology and molecular cellbiology and our computer expertise we provide cutting edge 3D animation productions for even the most complex projects. We translate complex scientific information into comprehensible artistic imagery in order to improve communication in the life sciences. Please feel free to contact us with any questions regarding the possibilities for your unique project.

Cortical Studios
Keizersgracht 8
1015 CN
Amsterdam
The Netherlands
info@corticalstudios.nl
www.corticalstudios.nl]]></description>
	
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/43993/phd-positions-on-integrative-omics-and-phylogenomics</guid>
  <pubDate>Wed, 19 Oct 2022 05:11:11 -0500</pubDate>
  <link></link>
  <title><![CDATA[PhD positions on integrative omics and phylogenomics]]></title>
  <description><![CDATA[
<p>Would you like to participate in an exciting interdisciplinary research project to discover the hidden chemistry of plants and its evolution using computational omics approaches? Do you enjoy collaboration and teamwork while being at the cutting edge of scientific progress? We are looking for two PhD candidates with complementary skills to pioneer new technologies to analyze, explore and leverage the diversity of plant chemistry hidden in plant genomes.</p>

<p>Plants represent an untapped resource of natural bioactive compounds that significantly contribute to plant resilience to pathogens, herbivores, and abiotic stresses, and may be applied for medicine or crop protection. In this project, you will design and/or apply innovative omics integration strategies for genomics, transcriptomics, and metabolomics data, to discover plant specialized metabolite biosynthetic pathways and study their evolution. You will work together with the other PhD candidate in this project, which will entail a combination of algorithm development, greenhouse experiments, integrative omics analysis, and evolutionary genomics. Extensive local and international collaboration is foreseen, including possibilities for a foreign research visit as part of your PhD project.</p>

<p>The research is embedded within the chairs of Bioinformatics and Biosystematics. The projects will be (co-)supervised by Dr. Marnix Medema, Dr. Justin van der Hooft, Dr. Klaas Bouwmeester and Prof. Dr. Eric Schranz.</p>

<p>We ask</p>

<p>We are looking for two enthusiastic and complementary team players with all or a subset of the following skills:</p>

<p>a solid academic record (MSc) in bioinformatics, biology, or biotechnology<br />experience in computational omics analysis and proficiency in programming (in, e.g., Python)<br />at least basic to intermediate statistical and mathematical skills<br />demonstrable experience in working with next-generation sequencing data or with greenhouse experiments with plants<br />affinity with plant science, metabolism and/or biosynthetic pathways<br />you meet all the entry requirements of the  WUR PhD programme.<br />More information</p>

<p>For more information about this position, please contact Marnix Medema, Associate Professor Bioinformatics, by email (marnix.medema@wur.nl).<br />For more information about the procedure, please contact vacaturemeldingen.psg@wur.nl.</p>
]]></description>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/4947/experimental-scientific-officer-bioinformatics</guid>
  <pubDate>Fri, 27 Sep 2013 11:09:44 -0500</pubDate>
  <link></link>
  <title><![CDATA[Experimental Scientific Officer (Bioinformatics)]]></title>
  <description><![CDATA[
<p>Closing Date:  8 October 2013</p>

<p>Salary:   £27,854 - £29,541, with progression to £36,298</p>

<p>You will perform cutting edge computational biology within the Faculty of Medical Sciences, with a particular focus on the Northern Institute for Cancer Research (NICR), and contribute to the delivery of Faculty wide programmes of training, analytical services and skill transfer between Faculty Institutes.</p>

<p>You will have a relevant first degree or equivalent qualifications and/or experience in a relevant scientific/technical role, together with previous specialist experience at a senior level in bioinformatics. A PhD is desirable.</p>

<p>This position is part of the Bioinformatics Support Unit but physically located for the majority of the time in the NICR buildings.</p>

<p>Tenable for three years.</p>

<p>Informal enquiries to unit head Dr Simon Cockell: 0191 222 7253; simon.cockell@ncl.ac.uk</p>

<p>For more information visit @ https://www15.i-grasp.com/fe/tpl_newcastle02.asp?s=4A515F4E5A565B1A&amp;jobid=50667,2552984041&amp;key=70203469&amp;c=725434237887&amp;pagestamp=sepghtjhowdqpsxuyn</p>

<p>You can also find several other jobs @http://bsu.ncl.ac.uk/support/recruitment/</p>
]]></description>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/bookmarks/view/44254/bioinformatics-chat</guid>
	<pubDate>Mon, 13 Mar 2023 13:20:27 -0500</pubDate>
	<link>https://bioinformaticsonline.com/bookmarks/view/44254/bioinformatics-chat</link>
	<title><![CDATA[Bioinformatics Chat !]]></title>
	<description><![CDATA[<p>The bioinformatics chat is a podcast about computational biology, bioinformatics, and next generation sequencing.</p>
<p>The bioinformatics chat is produced by&nbsp;<a href="https://ro-che.info/">Roman&nbsp;Cheplyaka</a>&nbsp;and hosted by Roman and&nbsp;<a href="https://jmschrei.github.io/">Jacob&nbsp;Schreiber</a>.</p><p>Address of the bookmark: <a href="https://bioinformatics.chat/" rel="nofollow">https://bioinformatics.chat/</a></p>]]></description>
	<dc:creator>BioStar</dc:creator>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/pages/view/44618/important-bioinformatics-tools</guid>
	<pubDate>Tue, 30 Jul 2024 05:03:29 -0500</pubDate>
	<link>https://bioinformaticsonline.com/pages/view/44618/important-bioinformatics-tools</link>
	<title><![CDATA[Important Bioinformatics Tools !]]></title>
	<description><![CDATA[<p><span>1. Ktrim: An extra-fast, accurate adapter trimmer for sequencing data. It processes FASTQ files from multiple lanes with minimal mismatching and over-trimming of adapters.</span><span><br /></span><span><br /></span><span>2. BWA MEM: A reliable alignment tool (particularly for mapping ALT contigs and HLA genes, which are not fully addressed in BWA-MEM2).</span><span><br /></span><span><br /></span><span>3. Sambamba markdup: Quickly marks or removes duplicate reads using Picard's criteria.</span><span><br /></span><span><br /></span><span>4. ichorCNA: Estimates the tumor DNA fraction in cell-free DNA from ultra-low-pass whole genome sequencing (0.1x coverage) based on copy number alterations (CNA).</span><span><br /></span><span><br /></span><span>5. Fragle: A deep learning method for quantifying ctDNA levels from cell-free DNA fragmentomic profiles. It detects TF as low as ~1% ctDNA and works with targeted genomic panel sequencing data.</span><span><br /></span><span><br /></span><span>6. AlfredQC: A quality control tool for high-throughput sequencing data. It assesses metrics like read quality scores, GC content, and duplication rates, visualized through detailed plots and summary statistics.</span><span><br /></span><span><br /></span><span>7. Mosdepth: A fast tool for calculating sequencing coverage depth, offering a quicker alternative to samtools/sambamba depth by processing BAM and CRAM files.</span><span><br /></span><span><br /></span><span>8. Bedtools: A versatile toolkit for genomics, enabling operations like intersect, merge, count, and shuffle on genomic intervals across formats such as BAM, BED, GFF/GTF, and VCF.</span><span><br /></span><span><br /></span><span>9. Datamash: A command-line tool for basic numeric, textual, and statistical operations on input data streams. It supports operations such as grouping, sorting, transposing, and performing arithmetic calculations on tabular data.</span><span><br /></span><span><br /></span><span>10.</span><span> </span><a href="http://gwf.app/" target="_self">gwf.app</a><span>: A pragmatic alternative to Snakemake. Developed at</span><span> </span><a href="https://www.linkedin.com/company/aarhus-university-denmark-/" target="_self"><span>Aarhus University</span></a><span>, this flexible, generic workflow tool builds and runs large scientific workflows.</span></p>]]></description>
	<dc:creator>BioStar</dc:creator>
</item>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/pages/view/44667/bioinformatics-lecture-notes</guid>
	<pubDate>Tue, 01 Oct 2024 03:45:26 -0500</pubDate>
	<link>https://bioinformaticsonline.com/pages/view/44667/bioinformatics-lecture-notes</link>
	<title><![CDATA[Bioinformatics Lecture Notes]]></title>
	<description><![CDATA[<h1 style="text-align: center;">Study Resources for</h1><h1 style="text-align: center;">ECM3413 - Bioinformatics</h1><p style="text-align: center;">Contents</p><p style="text-align: center;">&nbsp;</p><p style="text-align: center;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/#GenInfo">General Information</a></p><p style="text-align: center;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/#Past%20Paper">Lecture Slides</a></p><p style="text-align: center;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/#Past%20Paper">Past Exam Paper</a></p><p style="text-align: center;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/#Assess">Continuous Assessments</a></p><p style="text-align: center;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/#Reading">Suggested Reading List</a></p><p><a name="GenInfo" id="GenInfo"></a><strong>General Information</strong></p><table width="100%" border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top">This module runs in Semester 2.&nbsp;</td>
</tr>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top">It is taught by&nbsp;<a href="http://www.secam.ex.ac.uk/staff/index.php?nav=40&amp;group=Teaching%20Fellows&amp;user_directory_limit=&amp;user_directory_order=&amp;sid=182">Dr Ed Keedwell</a>&nbsp;(Module Coordinator)</td>
</tr>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top"><strong>Module Descriptor</strong>:&nbsp;&nbsp;<a href="http://www.secam.ex.ac.uk/student/modules?mid=393">ECM3413</a></td>
</tr>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top"><strong>Lecture Times</strong>: Tuesday 5pm,&nbsp; 171| Thursday, 171</td>
</tr>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top"><strong>Workshop Times</strong>: Wednesday 11am Blue Room (Weeks 29,33 &amp;40)</td>
</tr>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top">
<p><strong>Assessment:&nbsp;</strong>2 CAs each worth 15% | 1 Examination worth 70%</p>
</td>
</tr>
</tbody>
</table><p>&nbsp;&nbsp;</p><p style="text-align: left;"><strong><a name="Slides" id="Slides"></a>Lecture Slides&nbsp;</strong>(if you have to print slides, to save your ink choose 'print in black and white' on the print menu)</p><table width="100%" border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top">
<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture1.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture1.pdf">PDF</a>| Lecture 1 - Introduction to Bioinformatics (&amp; Biology)</p>
</td>
</tr>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top">
<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture2.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture2.pdf">PDF</a>| Lecture 2 - Genome Sequences: from fragments to sequences</p>
</td>
</tr>
<tr>
<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
<td valign="top">
<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture3.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture3.pdf">PDF</a>| Lecture 3 - Sequence Alignment 1</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture4.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture4.pdf">PDF</a>| Lecture 4 - Global Pairwise Sequence Alignment</p>
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<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture5.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture5.pdf">PDF</a>| Lecture 5 - Local Pairwise Sequence Alignment (Smith-Waterman &amp; BLAST)</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOWorkshop1.doc">DOC</a>| Workshop 1 - Using BLAST and other Bioinformatics Databases</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture6.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture6.pdf">PDF</a>| Lecture 6 - Multiple Sequence Alignment</p>
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<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture7.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture7.pdf">PDF</a>| Lecture 7 - BLAST (in more detail) &amp; FASTA</p>
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<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture8.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture8.pdf">PDF</a>| Lecture 8 - Sequence Alignment Conclusion &amp; Other Sequence Analyses</p>
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<td valign="baseline"><img src="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/blubul1a.gif" alt="bullet" width="15" height="15" style="border: 0px; margin-left: 13px; margin-right: 13px; border: 0px;"></td>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture9.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture9.pdf">PDF</a>| Lecture 9 - Markov Chains and Intro to Hidden Markov Models</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture10.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture10.pdf">PDF</a>| Lecture 10 - Hidden Markov Models</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture11.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture11.pdf">PDF</a>| Lecture 11 - Classification in Bioinformatics</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOWorkshop2.doc">DOC</a>|Workshop 2 - Using See5</p>
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<p style="text-align: left;">Workshop Data - Part 1 -&nbsp;<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/adult.names">adult.names&nbsp;</a>|&nbsp;<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/adult.data">adult.data&nbsp;</a>|&nbsp;<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/adult.test">adult.test,&nbsp;</a>Part 3 -&nbsp;<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/wdbc.names">wdbc.names</a>|&nbsp;<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/wdbc.data">wdbc.data</a></p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture12.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture12.pdf">PDF</a>| Lecture 12 - Gene Expression Data</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture13.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture13.pdf">PDF</a>| Lecture 13 - Decision Trees and Gene Expression Classification</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture14.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture14.pdf">PDF</a>| Lecture 14 - Other Methods for Gene Expression Classification</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture15.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture15.pdf">PDF</a>| Lecture 15 - Gene Regulation</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture16.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture16.pdf">PDF</a>| Lecture 16 - Neural Networks in Gene Expression Analysis</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture17.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture17.pdf">PDF</a>| Lecture 17 - Genome Analysis</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture18.ppt">PPT</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/BIOLecture18.pdf">PDF</a>| Lecture 18 - Conclusion/Revision Lecture</p>
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</table><p style="text-align: left;">&nbsp;</p><p style="text-align: left;">For some reason best known to itself, my PDF creator doesn't like the slide with the substitution matrix on.&nbsp; Therefore this has been removed from Lectures 3 and 7 for the PDF copy only - however, more information on these matrices can be found&nbsp;<a href="http://www.ebi.ac.uk/help/matrix.html">here</a>.</p><p style="text-align: left;"><strong><a name="Past%20Paper"></a>Past Exam Paper</strong></p><p style="text-align: left;">The paper from 2007/8 can be found&nbsp;<a href="http://library.exeter.ac.uk/exampapers/">here</a>.</p><p style="text-align: left;"><strong><a name="Assess" id="Assess"></a>Continuous Assessments</strong></p><table width="100%" border="0" cellspacing="0" cellpadding="0">
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/CA1ECM3413.pdf">PDF</a>|&nbsp; CA1 - Manual Sequence Alignment</p>
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<p style="text-align: left;"><a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/CA2ECM3413.pdf">PDF</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/Promoter.names">Promoter.names</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/Promoter.data">Promoter.data</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/ML.names">ML.names</a>|<a href="https://empslocal.ex.ac.uk/people/staff/reverson/sr/oldECM3413/ML.data">ML.data</a>| CA2 - Data Mining in Bioinformatics</p>
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</table><p style="text-align: left;">&nbsp;</p><p style="text-align: left;"><strong><a name="Reading" id="Reading"></a>Suggested Reading List</strong></p><p style="text-align: left;"><strong>General Bioinformatics</strong></p><p>&lt;="top"&gt;Xiong, J., (2006) Essential Bioinformatics, Cambridge University Press</p><table width="100%" border="0" cellspacing="0" cellpadding="0">
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<p style="text-align: left;">Lesk, A.M., (2002) Introduction to Bioinformatics, Oxford University Press</p>
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<p style="text-align: left;">Higgs, P.G., (2005) Bioinformatics and Molecular Evolution,&nbsp; Blackwell Publishing</p>
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</table><p style="text-align: left;">&nbsp;</p><p style="text-align: left;"><strong>Machine Learning in Bioinformatics</strong></p><table width="100%" border="0" cellspacing="0" cellpadding="0">
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<p style="text-align: left;">Baldi, P., Brunak, S., (2001) Bioinformatics: The Machine Learning Approach, MIT Press</p>
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<p style="text-align: left;">Keedwell, E., Narayanan, A., (2005) Intelligent Bioinformatics: The Application of Artificial Intelligence Techniques to Bioinformatics Problems, Wiley</p>
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	<dc:creator>LEGE</dc:creator>
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