<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Walsh, Ian</style></author><author><style face="normal" font="default" size="100%">Fishman, Dmytro</style></author><author><style face="normal" font="default" size="100%">Garcia-Gasulla, Dario</style></author><author><style face="normal" font="default" size="100%">Titma, Tiina</style></author><author><style face="normal" font="default" size="100%">Pollastri, Gianluca</style></author><author><style face="normal" font="default" size="100%">Harrow, Jennifer</style></author><author><style face="normal" font="default" size="100%">Psomopoulos, Fotis E</style></author><author><style face="normal" font="default" size="100%">Tosatto, Silvio C E</style></author></authors><translated-authors><author><style face="normal" font="default" size="100%">ELIXIR Machine Learning Focus Group</style></author></translated-authors></contributors><titles><title><style face="normal" font="default" size="100%">DOME: recommendations for supervised machine learning validation in biology.</style></title><secondary-title><style face="normal" font="default" size="100%">Nat Methods</style></secondary-title><alt-title><style face="normal" font="default" size="100%">Nat Methods</style></alt-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Algorithms</style></keyword><keyword><style  face="normal" font="default" size="100%">Computational Biology</style></keyword><keyword><style  face="normal" font="default" size="100%">Guidelines as Topic</style></keyword><keyword><style  face="normal" font="default" size="100%">Humans</style></keyword><keyword><style  face="normal" font="default" size="100%">Models, Biological</style></keyword><keyword><style  face="normal" font="default" size="100%">Research Design</style></keyword><keyword><style  face="normal" font="default" size="100%">Supervised Machine Learning</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2021 10</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">18</style></volume><pages><style face="normal" font="default" size="100%">1122-1127</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">10</style></issue><custom1><style face="normal" font="default" size="100%">https://www.ncbi.nlm.nih.gov/pubmed/34316068?dopt=Abstract</style></custom1></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mirzayi, Chloe</style></author><author><style face="normal" font="default" size="100%">Renson, Audrey</style></author><author><style face="normal" font="default" size="100%">Zohra, Fatima</style></author><author><style face="normal" font="default" size="100%">Elsafoury, Shaimaa</style></author><author><style face="normal" font="default" size="100%">Geistlinger, Ludwig</style></author><author><style face="normal" font="default" size="100%">Kasselman, Lora J</style></author><author><style face="normal" font="default" size="100%">Eckenrode, Kelly</style></author><author><style face="normal" font="default" size="100%">van de Wijgert, Janneke</style></author><author><style face="normal" font="default" size="100%">Loughman, Amy</style></author><author><style face="normal" font="default" size="100%">Marques, Francine Z</style></author><author><style face="normal" font="default" size="100%">MacIntyre, David A</style></author><author><style face="normal" font="default" size="100%">Arumugam, Manimozhiyan</style></author><author><style face="normal" font="default" size="100%">Azhar, Rimsha</style></author><author><style face="normal" font="default" size="100%">Beghini, Francesco</style></author><author><style face="normal" font="default" size="100%">Bergstrom, Kirk</style></author><author><style face="normal" font="default" size="100%">Bhatt, Ami</style></author><author><style face="normal" font="default" size="100%">Bisanz, Jordan E</style></author><author><style face="normal" font="default" size="100%">Braun, Jonathan</style></author><author><style face="normal" font="default" size="100%">Bravo, Hector Corrada</style></author><author><style face="normal" font="default" size="100%">Buck, Gregory A</style></author><author><style face="normal" font="default" size="100%">Bushman, Frederic</style></author><author><style face="normal" font="default" size="100%">Casero, David</style></author><author><style face="normal" font="default" size="100%">Clarke, Gerard</style></author><author><style face="normal" font="default" size="100%">Collado, Maria Carmen</style></author><author><style face="normal" font="default" size="100%">Cotter, Paul D</style></author><author><style face="normal" font="default" size="100%">Cryan, John F</style></author><author><style face="normal" font="default" size="100%">Demmer, Ryan T</style></author><author><style face="normal" font="default" size="100%">Devkota, Suzanne</style></author><author><style face="normal" font="default" size="100%">Elinav, Eran</style></author><author><style face="normal" font="default" size="100%">Escobar, Juan S</style></author><author><style face="normal" font="default" size="100%">Fettweis, Jennifer</style></author><author><style face="normal" font="default" size="100%">Finn, Robert D</style></author><author><style face="normal" font="default" size="100%">Fodor, Anthony A</style></author><author><style face="normal" font="default" size="100%">Forslund, Sofia</style></author><author><style face="normal" font="default" size="100%">Franke, Andre</style></author><author><style face="normal" font="default" size="100%">Furlanello, Cesare</style></author><author><style face="normal" font="default" size="100%">Gilbert, Jack</style></author><author><style face="normal" font="default" size="100%">Grice, Elizabeth</style></author><author><style face="normal" font="default" size="100%">Haibe-Kains, Benjamin</style></author><author><style face="normal" font="default" size="100%">Handley, Scott</style></author><author><style face="normal" font="default" size="100%">Herd, Pamela</style></author><author><style face="normal" font="default" size="100%">Holmes, Susan</style></author><author><style face="normal" font="default" size="100%">Jacobs, Jonathan P</style></author><author><style face="normal" font="default" size="100%">Karstens, Lisa</style></author><author><style face="normal" font="default" size="100%">Knight, Rob</style></author><author><style face="normal" font="default" size="100%">Knights, Dan</style></author><author><style face="normal" font="default" size="100%">Koren, Omry</style></author><author><style face="normal" font="default" size="100%">Kwon, Douglas S</style></author><author><style face="normal" font="default" size="100%">Langille, Morgan</style></author><author><style face="normal" font="default" size="100%">Lindsay, Brianna</style></author><author><style face="normal" font="default" size="100%">McGovern, Dermot</style></author><author><style face="normal" font="default" size="100%">McHardy, Alice C</style></author><author><style face="normal" font="default" size="100%">McWeeney, Shannon</style></author><author><style face="normal" font="default" size="100%">Mueller, Noel T</style></author><author><style face="normal" font="default" size="100%">Nezi, Luigi</style></author><author><style face="normal" font="default" size="100%">Olm, Matthew</style></author><author><style face="normal" font="default" size="100%">Palm, Noah</style></author><author><style face="normal" font="default" size="100%">Pasolli, Edoardo</style></author><author><style face="normal" font="default" size="100%">Raes, Jeroen</style></author><author><style face="normal" font="default" size="100%">Redinbo, Matthew R</style></author><author><style face="normal" font="default" size="100%">Rühlemann, Malte</style></author><author><style face="normal" font="default" size="100%">Balfour Sartor, R</style></author><author><style face="normal" font="default" size="100%">Schloss, Patrick D</style></author><author><style face="normal" font="default" size="100%">Schriml, Lynn</style></author><author><style face="normal" font="default" size="100%">Segal, Eran</style></author><author><style face="normal" font="default" size="100%">Shardell, Michelle</style></author><author><style face="normal" font="default" size="100%">Sharpton, Thomas</style></author><author><style face="normal" font="default" size="100%">Smirnova, Ekaterina</style></author><author><style face="normal" font="default" size="100%">Sokol, Harry</style></author><author><style face="normal" font="default" size="100%">Sonnenburg, Justin L</style></author><author><style face="normal" font="default" size="100%">Srinivasan, Sujatha</style></author><author><style face="normal" font="default" size="100%">Thingholm, Louise B</style></author><author><style face="normal" font="default" size="100%">Turnbaugh, Peter J</style></author><author><style face="normal" font="default" size="100%">Upadhyay, Vaibhav</style></author><author><style face="normal" font="default" size="100%">Walls, Ramona L</style></author><author><style face="normal" font="default" size="100%">Wilmes, Paul</style></author><author><style face="normal" font="default" size="100%">Yamada, Takuji</style></author><author><style face="normal" font="default" size="100%">Zeller, Georg</style></author><author><style face="normal" font="default" size="100%">Zhang, Mingyu</style></author><author><style face="normal" font="default" size="100%">Zhao, Ni</style></author><author><style face="normal" font="default" size="100%">Zhao, Liping</style></author><author><style face="normal" font="default" size="100%">Bao, Wenjun</style></author><author><style face="normal" font="default" size="100%">Culhane, Aedin</style></author><author><style face="normal" font="default" size="100%">Devanarayan, Viswanath</style></author><author><style face="normal" font="default" size="100%">Dopazo, Joaquin</style></author><author><style face="normal" font="default" size="100%">Fan, Xiaohui</style></author><author><style face="normal" font="default" size="100%">Fischer, Matthias</style></author><author><style face="normal" font="default" size="100%">Jones, Wendell</style></author><author><style face="normal" font="default" size="100%">Kusko, Rebecca</style></author><author><style face="normal" font="default" size="100%">Mason, Christopher E</style></author><author><style face="normal" font="default" size="100%">Mercer, Tim R</style></author><author><style face="normal" font="default" size="100%">Sansone, Susanna-Assunta</style></author><author><style face="normal" font="default" size="100%">Scherer, Andreas</style></author><author><style face="normal" font="default" size="100%">Shi, Leming</style></author><author><style face="normal" font="default" size="100%">Thakkar, Shraddha</style></author><author><style face="normal" font="default" size="100%">Tong, Weida</style></author><author><style face="normal" font="default" size="100%">Wolfinger, Russ</style></author><author><style face="normal" font="default" size="100%">Hunter, Christopher</style></author><author><style face="normal" font="default" size="100%">Segata, Nicola</style></author><author><style face="normal" font="default" size="100%">Huttenhower, Curtis</style></author><author><style face="normal" font="default" size="100%">Dowd, Jennifer B</style></author><author><style face="normal" font="default" size="100%">Jones, Heidi E</style></author><author><style face="normal" font="default" size="100%">Waldron, Levi</style></author></authors><translated-authors><author><style face="normal" font="default" size="100%">Genomic Standards Consortium</style></author><author><style face="normal" font="default" size="100%">Massive Analysis and Quality Control Society</style></author></translated-authors></contributors><titles><title><style face="normal" font="default" size="100%">Reporting guidelines for human microbiome research: the STORMS checklist.</style></title><secondary-title><style face="normal" font="default" size="100%">Nat Med</style></secondary-title><alt-title><style face="normal" font="default" size="100%">Nat Med</style></alt-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Computational Biology</style></keyword><keyword><style  face="normal" font="default" size="100%">Dysbiosis</style></keyword><keyword><style  face="normal" font="default" size="100%">Humans</style></keyword><keyword><style  face="normal" font="default" size="100%">Microbiota</style></keyword><keyword><style  face="normal" font="default" size="100%">Observational Studies as Topic</style></keyword><keyword><style  face="normal" font="default" size="100%">Research Design</style></keyword><keyword><style  face="normal" font="default" size="100%">Translational Science, Biomedical</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2021 11</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">27</style></volume><pages><style face="normal" font="default" size="100%">1885-1892</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;The particularly interdisciplinary nature of human microbiome research makes the organization and reporting of results spanning epidemiology, biology, bioinformatics, translational medicine and statistics a challenge. Commonly used reporting guidelines for observational or genetic epidemiology studies lack key features specific to microbiome studies. Therefore, a multidisciplinary group of microbiome epidemiology researchers adapted guidelines for observational and genetic studies to culture-independent human microbiome studies, and also developed new reporting elements for laboratory, bioinformatics and statistical analyses tailored to microbiome studies. The resulting tool, called 'Strengthening The Organization and Reporting of Microbiome Studies' (STORMS), is composed of a 17-item checklist organized into six sections that correspond to the typical sections of a scientific publication, presented as an editable table for inclusion in supplementary materials. The STORMS checklist provides guidance for concise and complete reporting of microbiome studies that will facilitate manuscript preparation, peer review, and reader comprehension of publications and comparative analysis of published results.&lt;/p&gt;</style></abstract><issue><style face="normal" font="default" size="100%">11</style></issue><custom1><style face="normal" font="default" size="100%">https://www.ncbi.nlm.nih.gov/pubmed/34789871?dopt=Abstract</style></custom1></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Minguez, Pablo</style></author><author><style face="normal" font="default" size="100%">Al-Shahrour, Fátima</style></author><author><style face="normal" font="default" size="100%">Montaner, David</style></author><author><style face="normal" font="default" size="100%">Dopazo, Joaquin</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Functional profiling of microarray experiments using text-mining derived bioentities.</style></title><secondary-title><style face="normal" font="default" size="100%">Bioinformatics</style></secondary-title><alt-title><style face="normal" font="default" size="100%">Bioinformatics</style></alt-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Artificial Intelligence</style></keyword><keyword><style  face="normal" font="default" size="100%">Databases, Protein</style></keyword><keyword><style  face="normal" font="default" size="100%">Gene Expression Profiling</style></keyword><keyword><style  face="normal" font="default" size="100%">Information Storage and Retrieval</style></keyword><keyword><style  face="normal" font="default" size="100%">Natural Language Processing</style></keyword><keyword><style  face="normal" font="default" size="100%">Proteins</style></keyword><keyword><style  face="normal" font="default" size="100%">Research Design</style></keyword><keyword><style  face="normal" font="default" size="100%">Systems Integration</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2007</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2007 Nov 15</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">23</style></volume><pages><style face="normal" font="default" size="100%">3098-9</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;&lt;b&gt;MOTIVATION: &lt;/b&gt;The increasing use of microarray technologies brought about a parallel demand in methods for the functional interpretation of the results. Beyond the conventional functional annotations for genes, such as gene ontology, pathways, etc. other sources of information are still to be exploited. Text-mining methods allow extracting informative terms (bioentities) with different functional, chemical, clinical, etc. meanings, that can be associated to genes. We show how to use these associations within an appropriate statistical framework and how to apply them through easy-to-use, web-based environments to the functional interpretation of microarray experiments. Functional enrichment and gene set enrichment tests using bioentities are presented.&lt;/p&gt;</style></abstract><issue><style face="normal" font="default" size="100%">22</style></issue><custom1><style face="normal" font="default" size="100%">https://www.ncbi.nlm.nih.gov/pubmed/17855415?dopt=Abstract</style></custom1></record></records></xml>