From 94ed9e7fa44eb7c64c751f9c6dd3770851df3441 Mon Sep 17 00:00:00 2001 From: coolneng Date: Sun, 27 Jun 2021 02:23:23 +0200 Subject: [PATCH] Add Spanish abstract --- docs/Dissertation.org | 11 +++++++---- docs/Dissertation.pdf | Bin 377065 -> 419208 bytes 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/docs/Dissertation.org b/docs/Dissertation.org index 79cca96..f10e457 100644 --- a/docs/Dissertation.org +++ b/docs/Dissertation.org @@ -1,17 +1,20 @@ -#+TITLE: Trabajo de Fin de Grado -#+SUBTITLE: Grado en Ingeniería Informática +#+TITLE: Machine Learning para corrección de errores en datos de secuenciación de ADN +#+SUBTITLE: Trabajo de Fin de Grado #+AUTHOR: Amin Kasrou Aouam #+DATE: 26-06-2021 #+PANDOC_OPTIONS: template:~/.pandoc/templates/eisvogel.latex -#+PANDOC_OPTIONS: listings:t #+PANDOC_OPTIONS: toc:t #+PANDOC_METADATA: lang=es #+PANDOC_METADATA: titlepage:t -#+PANDOC_METADATA: listings-no-page-break:t #+PANDOC_METADATA: toc-own-page:t #+PANDOC_METADATA: table-use-row-colors:t #+PANDOC_METADATA: colorlinks:t #+PANDOC_METADATA: logo:/home/coolneng/Photos/Logos/UGR.png +* Resumen + +Las nuevas técnicas de secuenciación de ADN (NGS) han revolucionado la investigación en genómica. Estas tecnologías se basan en la secuenciación de millones de fragmentos de ADN en paralelo, cuya reconstrucción se basa en técnicas de bioinformática. Aunque estas técnicas se apliquen de forma habitual, presentan tasas de error significantes que son detrimentales para el análisis de regiones con alto grado de polimorfismo. En este estudio se implementa un nuevo método computacional, locimend, basado en /Deep Learning/ para la corrección de errores de secuenciación. Se aplica al análisis de la región determinante de complementariedad 3 (CDR3) del receptor de linfocitos T (TCR), generada /in silico/ y posteriorimente sometida a un simulador de secuenciación con el fin de producir errores de secuenciación. Empleando estos datos, entrenamos una red neuronal convolucional (CNN) con el objetivo de generar un modelo computacional que permita la detección y corrección de los errores de secuenciación. +# TODO Add results + * Abstract * Introducción * Motivación diff --git a/docs/Dissertation.pdf b/docs/Dissertation.pdf index d909f814930c4a2311c7694c3d4c1061cdae0c02..8beeb8ae9c65b7545bc67099c0e034f5a2b1d029 100644 GIT binary patch delta 120535 zcmZU)V~j4~4mG;Rwr$(CZQHi_j&0kvZQI&oTYK!e=j5L6=1Xq!^hwjdU0Gdi+KWJp zh-s_@5>PHSLc;XM2~Y|^uF9bO79(u$Cyi$cyg8Y4QH@D--RPR#0Qg=To~pzwFX782 z>#xDztY}v~Mne7!;`j4$2^HwJg8eq--)2i*uCV@_mQa<-dKWaNcQVmI^CMY*=|usS z&eO)FOr=2Z8#HQyfn>2WSl4cAdClR8-Qd9m&J1K;RfD9yT*5ptMv_GxdC$OB2R0?-Q`8%65#R~(0_BFp-IIF84uTU`#>^5rF z^wqozXS7EF9riSUHF}=%s9|zgOR=_vwuzMH@SB$V2irhp_i6ZQz)r|vEOmw1yA2@e zLGwj_8$BcPk6~P7dzQ@NXWZi^yL2&D#38NJt40yxWj2VDo1Us1v+_-1Jg3XEf7y}m zbcfrcdoAs0Wf@|&&YbW9p)d1E}wRBc8rP{UmxVi@e zOA22);VZzgEZ&$pALdZ*!p99CQ5(~Hp^?Rqrl{`@5{q!x>JZ6@;}+`mn}v~8Q&1Th 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