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<channel>
	<title><![CDATA[BOL: Related items]]></title>
	<link>https://bioinformaticsonline.com/related/26925?offset=600</link>
	<atom:link href="https://bioinformaticsonline.com/related/26925?offset=600" rel="self" type="application/rss+xml" />
	<description><![CDATA[]]></description>
	
	
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/42907/lecturer-in-evolutionary-biology-bioinformatics-at-department-of-zoology-te-tari-matai-kararehe-division-of-sciences-te-rohe-a-ahikaroa</guid>
  <pubDate>Tue, 23 Feb 2021 02:05:15 -0600</pubDate>
  <link></link>
  <title><![CDATA[Lecturer in Evolutionary Biology (Bioinformatics) at DEPARTMENT of ZOOLOGY | TE TARI MĀTAI KARAREHE DIVISION of SCIENCES | TE ROHE A AHIKAROA]]></title>
  <description><![CDATA[
<p>DEPARTMENT of ZOOLOGY | TE TARI MĀTAI KARAREHE<br />DIVISION of SCIENCES | TE ROHE A AHIKAROA</p>

<p>Applications are invited for the position of Lecturer in Evolutionary Biology (Bioinformatics).</p>

<p>We are seeking a person with a relevant doctorate, and demonstrated potential to develop as an outstanding researcher and teacher in evolutionary bioinformatics in the Department of Zoology. The position affords an exciting opportunity for an emerging scholar to research and teach in a vibrant and diverse Department. The successful candidate will develop a transformative and collaborative research program, supporting the university's commitment to excellence in research.</p>

<p>Your skills and experience</p>

<p>A PhD with a background in analysis of high-throughput sequencing data and evolutionary biology.<br />Knowledge of and familiarity with a range of bioinformatics skills, concepts, and practices as they relate to the biology of animals, including genomic, transcriptomic and metabarcoding data analyses.<br />A strong interest, and experience, in research and teaching of bioinformatics and evolutionary genomics.<br />An ability to contribute to teaching and learning environments that support engagement of students and staff with bioinformatics and genomics.<br />Be committed to and or have established connections or track record of working with national and local bioinformaticians. <br />Be committed to being a productive collaborator with a track record of working collegially.<br />Further details</p>

<p>This is a confirmation-path (tenure track) position at the level of Lecturer. The successful candidate is expected to take up duties by 1 July 2021.</p>

<p>To see a full job description and to apply online go to: https://otago.taleo.net/careersection/2/jobdetail.ftl?job=2100342</p>
]]></description>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/news/view/2042/ngs-course-medical-genomics-scheduled-for-17-20-september-2013-in-uz-leuven-belgium</guid>
	<pubDate>Mon, 12 Aug 2013 12:08:24 -0500</pubDate>
	<link>https://bioinformaticsonline.com/news/view/2042/ngs-course-medical-genomics-scheduled-for-17-20-september-2013-in-uz-leuven-belgium</link>
	<title><![CDATA[NGS course Medical Genomics, scheduled for 17-20 September 2013 in UZ Leuven (Belgium).]]></title>
	<description><![CDATA[<p>This course is open to all students and postdocs and registration for all academic participants is free of charge. To help us in organizing the course, please register online via http://gc.uzleuven.be where the preliminary program is also available.</p><p>This course is organized with support from the IAP &ldquo;Belgian Medical Genomics Initiative&rdquo;, SymBioSys and the Genomics Core.</p><p>For inquiries, please email Ms Narcisse Opdekamp ( narcisse.opdekamp@uzleuven.be ).</p><p>More at &gt;&gt;&nbsp;<a href="http://gc.uzleuven.be/">http://gc.uzleuven.be/</a></p>]]></description>
	<dc:creator>Poonam Mahapatra</dc:creator>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/pages/view/1332/bioinformatics-companies-in-india</guid>
	<pubDate>Mon, 05 Aug 2013 20:20:07 -0500</pubDate>
	<link>https://bioinformaticsonline.com/pages/view/1332/bioinformatics-companies-in-india</link>
	<title><![CDATA[Bioinformatics Companies in India]]></title>
	<description><![CDATA[<p>Following are the list of top 30 bioinformatics companies in India. The companies name order does not follow any specific pattern.</p><p>1. Accelrys Software Solution Pvt Ltd.<br />12th Floor, Discover, ITPL, White Field, Bangalore-65.<br /><a href="http://www.accelrys.com/">www.accelrys.com</a></p><p>2. Apticraft Systems (P) Ltd.<br />142, Electronics Complex, Pardeshipura, Indore &ndash; 452010 (M.P.), India<br /><a href="http://www.apticraft.com/">www.apticraft.com</a></p><p>3. Aptuit Informatics<br />Plot No. 100-103, Export Promotion Industrial Park, White Field, Bangalore-560066<br /><a href="http://www.aptiuit.com/">www.aptiuit.com</a></p><p>4. Bigtec<br />J. K. Towers, 8th Block, Sangam Circle,46th Cross, Bangalore-560082.<br /><a href="http://www.bigtec.org/">www.bigtec.org</a></p><p>5. Bijam Biosciences Private Limited<br />Nagarjuna Hills, Hyderabad 500 082, India<br /><a href="http://www.nagarjunagroup.com/">www.nagarjunagroup.com</a></p><p>6. Bio Base Databases India Pvt Ltd.<br />Crescent Towers, 4th Floor, No : 32/1, Crescent Road, Bnagalore &ndash; 560 001<br /><a href="http://www.biobase-international.com/">www.biobase-international.com</a></p><p>7. BioImagene India Pvt. Ltd.<br />4th floor, C-Wing, Godrej Eternia, Shivajinagar, Pune-411005<br /><a href="http://www.bioimagene.com/">www.bioimagene.com</a></p><p>8. BioInformatics Institute Of India &ndash; Noida<br />C-56 A/28, Sector -62, Noida &ndash; 201 301<br /><a href="http://www.bii.in/">www.bii.in</a></p><p>9. CLC bio India Pvt Ltd<br />#Plot No. 51, H.No. 8-3-214/51, Srinivasa Nagar (West) Ameerpet Hyderabad &ndash; 500 038<br /><a href="http://www.clcbio.com/india">www.clcbio.com/india</a></p><p>10. CytoGenomics India (P) Ltd.<br />#3004, 12A Main HAL 2nd Stage, Bangalore 560008<br /><a href="http://www.silicocyte.com/">www.silicocyte.com</a></p><p>11. Genotypic Technology<br />211, 6th Cross, 80ft Road, RMV II Stage, Bangalore 560094<br /><a href="http://www.genotypic.co.in/">www.genotypic.co.in</a></p><p>12. Genvea Biosciences<br />Dr. D. T. Singh, CSO, 53, Craig Rd. #04-01, Singapore-089691<br /><a href="http://www.genvea.com/">www.genvea.com</a></p><p>13. Helix Info Systems<br />132 A, II Floor, Sterling Towers, IV Cross Street, Sterling Road, Nungambakkam, Chennai.<br /><a href="http://www.helixinfosystems.com/">www.helixinfosystems.com</a></p><p>14. Jalaja Technologies Pvt. Ltd.,<br />21/1,Victoria Layout, Victoria Road, Bangalore-47<br /><a href="http://www.jalaja.com/">www.jalaja.com</a></p><p>15. Jubilant Biosys Ltd<br />#96, Industrial Subrub, 2nd Stage, Yeshwanthpur, Bangalore- 560022<br />Jubilant Organosys Ltd.<br />1A, Sector 16A, Noida &ndash; 201 301 (India)<br /><a href="http://www.jubl.com/">www.jubl.com</a></p><p>16. Kshema Technologies<br />#1, Global Village, Mylasandra, Mysore Road, Bangalore-560 059.<br /><a href="http://www.mphasis.com/">www.mphasis.com</a></p><p>17. LabNetworx<br />B-704, Gitanjali Apartments, Vikas Marg Extension, New Delhi &ndash; 110 092<br /><a href="http://www.labnetworx.com/">www.labnetworx.com</a></p><p>18. LabVantage Solutions Pvt. Ltd.<br />Bengal Intelligent Park, Building C, 2nd Floor, Sector V, Salt Lake Electronics Complex, Kolkata &ndash; 700 091<br /><a href="http://www.labvantage.com/">www.labvantage.com</a></p><p>19. LeadInvent,&nbsp;<br />2nd Floor, Biotech Centre, University of Delhi, South Campus, Benito Juarez Road, New Delhi 110021, India<br />Contact no: +91 11 24119241<br />Email: contact@leadinvent.com<br /><a href="http://www.leadinvent.com">www.leadinvent.com</a></p><p>20. Mascon Life Sciences<br />B &ndash; 8/ 10, Vasant Vihar, New Delhi 110057, India<br /><a href="http://www.masconlifesciences.com/">www.masconlifesciences.com</a></p><p>21. Molecular Connections P Ltd<br />Kandala Mansion, 2/2 Kariappa Road, Near Krishna Rao Park, Basavangudi, Bangalore &ndash; 4<br /><a href="http://www.molecularconnections.com/">www.molecularconnections.com</a></p><p>22.Novo Informatics Pvt. Ltd.<br />TBIU, 2nd Floor, Synergy Building, Indian Institute of Technology,&nbsp;Hauz Khas, New Delhi-16.<br />Contact: 91-11-26581524, 91-11-26581766(Extension: 28)<br />Email: info@novoinformatics.com<br /><a href="http://www.novoinformatics.com">www.novoinformatics.com</a></p><p>23. Ocimum Biosolutions (India) Ltd<br />6th Floor, Reliance Classic, Road No.1 Banjara Hills, Hyderabad 500 034, India.<br /><a href="http://www.ocimumbio.com/">www.ocimumbio.com</a></p><p>24. Scube Scientific Software Solutions<br />613, Hemkunt Chambers, 89, Nehru Place, New Delhi -110 019<br /><a href="http://www.scribeindia.com/">www.scribeindia.com</a></p><p>25. Siri Technologies Pvt Ltd.<br />38/C -23, South End Road, Basavanagudi, Bangalore-56004.<br /><a href="http://www.siritech.com/">www.siritech.com</a></p><p>26. Strand Life Sciences Pvt. Ltd.<br />#237, Sir C. V. Raman Avenue, Raj Mahal Vilas, Bangalore 560 080 INDIA<br /><a href="http://www.strandls.com/">www.strandls.com<br /></a><br />27. SooryaKiran Bioinformatics (P) Ltd<br />TBIC-13, Tejaswini Building, Technopark, Thriruvananthapuram- 695 584, Keralam, India</p><p>Ph: +91 471 4060979,+91 9895404104<br />Email:&nbsp;<a href="mailto:reachus@sooryakiran.com">reachus@sooryakiran.com</a><br /><a href="http://www.sooryakiran.com/">http://www.sooryakiran.com</a></p><p>28. Systat Software Asia Pacific<br />4th Floor, Block 1, Shankar Narayan Building, No.25, MG Road, Bangalore &ndash; 560001<br /><a href="http://www.systat.com/">www.systat.com</a></p><p>29. ABC Genomics (India) Pvt. Ltd.<br />Biotech Park, Sector G, Jankipuram, Kursi Road, Lucknow-226021, U.P., INDIA<br />Tel +91-522-4068579, Email: director@abcgenomics.com<br /><a href="http://www.abcgenomics.com/">www.abcgenomics.com</a></p><p>30. en-GENE-ier's Core Technology Services,<br />1/340, Virat Khand, Gomtinagar,&nbsp;<br />(Near Maharaja Agrasen Public School)<br />lucknow-226010, U.P., India.<br /><a href="http://www.bio.egicore.com/"></a><a href="http://www.bio.egicore.com/">http://www.bio.egicore.com/</a></p><p>&nbsp;</p><p>Best of luck for your job hunts :).</p>]]></description>
	<dc:creator>Jitendra Narayan</dc:creator>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/43559/job-offer-for-a-postdoctoral-researcher-in-genomics-bioinformatics-2-years</guid>
  <pubDate>Fri, 22 Oct 2021 04:44:33 -0500</pubDate>
  <link></link>
  <title><![CDATA[Job offer for a postdoctoral researcher in genomics / bioinformatics (2 years)]]></title>
  <description><![CDATA[
<p>Ongoing research in the group of Karine Van Doninck involves topics at the core of<br />evolutionary biology, including the evolution of sex, genome maintenance,<br />recombination and extreme stress resistance on different eukaryotic systems,<br />including rotifers, amoeba and Corbicula clams. We are employing different tools<br />(including experimental ecology, population genetics, phylogeny, comparative<br />genomics, transcriptomics, bioinformatics, molecular and cellular biology) to study<br />evolutionary processes at the level of populations, both experimental and natural, and<br />genomes.</p>

<p>Offer<br />We offer a full-time contract for two years. The contract starts between October 2021<br />and December 2021. The position involves no or extremely light teaching load, if the<br />candidate is interested. Salaries are competitive at the European level. The recruited<br />person will benefit from the Belgian social insurance scheme (health care, etc.) without<br />additional expenses.</p>

<p>Profile<br />Applicants are expected to show outstanding commitment to research and must have<br />obtained a PhD by the start of the position. A strong expertise in genomics is required.<br />More specifically, solid competences in bioinformatics (e.g. scripting pipelines) and in<br />genome evolution are needed. Knowledge or interest regarding recombination,<br />metazoan evolution, phylogenomics and population genomics is an added-value.</p>

<p>Application<br />Applications should be submitted via email to karine.van.doninck@ulb.be. The<br />application package should contain the following documents:<br />- A curriculum vitae with the complete list of publications<br />- A cover letter mentioning why the candidate is interested in the position<br />- Minimum 2 recommendation letters<br />Interviews: Interviews will be conducted with the selected candidates. Selected<br />candidates could also be invited to give a seminar to MBE ULB.<br />For any additional information, please contact karine.van.doninck@ulb.be</p>
]]></description>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/1490/bioinformatics-jrf-at-iiser-mohali</guid>
  <pubDate>Thu, 08 Aug 2013 15:56:02 -0500</pubDate>
  <link></link>
  <title><![CDATA[Bioinformatics JRF at IISER MOHALI]]></title>
  <description><![CDATA[
<p>Applications are invited for a Junior Research Fellow (JRF) in Innovative Young Biotechnologist Award (IYBA) research project funded by Department of Biotechnology (DBT).</p>

<p>The project involves identification and characterization of transcription factors (TFs) from the Arabidopsis shoot apical meristem stem cell niche using genomic approaches and construction of a gene regulatory network for the identified TFs.</p>

<p>Positions: 1</p>

<p>Duration: 1 year but extendable up to three years based on performance and availability of funds.</p>

<p>Emoluments: As per DST rules.</p>

<p>Essential Qualifications: M.Sc. in any branch of life sciences with excellent academic record with CSIR-UGC NET or DBT-JRF. Candidate having previous work experience in the area of bioinformatics, molecular biology and genetics is preferred, but not required.</p>

<p>How to Apply: Applicants are requested to send a cover letter outlining previous research experiences and reasons for joining this position. Please send your complete bio-data including the cover letter as PDF attachment by email to Dr. Ram Yadav at ryadav@iisermohali.ac.in</p>

<p>Last date of submission is 17.00 IST, August 10, 2013.</p>

<p>Advertisement: www.iisermohali.ac.in/project_openings.html#29</p>
]]></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/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>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/researchlabs/view/4551/au-kbc-lab</guid>
  <pubDate>Sun, 15 Sep 2013 09:33:59 -0500</pubDate>
  <link></link>
  <title><![CDATA[AU-KBC Lab]]></title>
  <description><![CDATA[
<p>Conducting Clinical Trial Management Course combined with the Apollo Hospitals. Major Research in bioinformatics as Drug Discovery, Functional Genomics, Comparative genomics, Data Mining </p>

<p>More @ http://www.au-kbc.org/</p>
]]></description>
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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>
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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/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>
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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/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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<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/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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<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/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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<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/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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<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/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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<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/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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<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;">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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