{"id":7557,"date":"2019-11-09T14:59:42","date_gmt":"2019-11-09T13:59:42","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=7557"},"modified":"2023-01-11T17:14:32","modified_gmt":"2023-01-11T16:14:32","slug":"streaming-for-genome-research","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/streaming-for-genome-research\/","title":{"rendered":"Streaming f\u00fcr die Genomforschung"},"content":{"rendered":"<div data-colibri-id=\"7557-c1\" class=\"style-7573 style-local-7557-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"7557-c2\" id=\"reusable-sections\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-7574 style-local-7557-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7557-c3\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-7575 style-local-7557-c3 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7576-outer style-local-7557-c4-outer\">\n            <div data-colibri-id=\"7557-c4\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7576 style-local-7557-c4 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7557-c5\" class=\"d-block style-7577 style-local-7557-c5 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <div class=\"h-image__frame-container\">\n                      <!---->\n                      <!---->\n                      <img decoding=\"async\" width=\"2048\" height=\"319\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/abbildung-1-1.png\" class=\"wp-image-7558 style-7577-image style-local-7557-c5-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/abbildung-1-1.png 2048w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/abbildung-1-1-300x47.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/abbildung-1-1-1024x159.png 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/abbildung-1-1-768x120.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/abbildung-1-1-1536x239.png 1536w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/abbildung-1-1-18x3.png 18w\" data-sizes=\"(max-width: 2048px) 100vw, 2048px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 2048px; --smush-placeholder-aspect-ratio: 2048\/319;\" \/>\n                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-7577-frameImage style-local-7557-c5-frameImage\"><\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7557-c48\" class=\"h-text h-text-component style-11894 style-local-7557-c48 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Source: edited by Priska Tosch with igv.org<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7557-c6\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-7578 style-local-7557-c6 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-7579-outer style-local-7557-c7-outer\">\n            <div data-colibri-id=\"7557-c7\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7579 style-local-7557-c7 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7557-c8\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7580 style-local-7557-c8 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7581-outer style-local-7557-c9-outer\">\n                      <div data-colibri-id=\"7557-c9\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7581 style-local-7557-c9 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7557-c10\" class=\"h-text h-text-component style-7582 style-local-7557-c10 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Ausgabe: 02\/2019<\/p>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7557-c11\" class=\"h-x-container style-7583 style-local-7557-c11 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-x-container-inner style-dynamic-7557-c11-group style-7583-spacing style-local-7557-c11-spacing\"><span class=\"h-link__outer style-7584-outer style-local-7557-c12-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/L3S-Binaire-2019-2-Magazin_web.pdf\" target=\"_blank\" data-colibri-id=\"7557-c12\" class=\"d-flex w-100 align-items-center h-link style-7584 style-local-7557-c12 position-relative\" rel=\"noopener\"><!----><!----> <span>Big Data in der Medizin<\/span><\/a>\n                              <\/span>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7557-c13\" class=\"style-7585 style-local-7557-c13 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7586-outer style-local-7557-c14-outer\">\n                      <div data-colibri-id=\"7557-c14\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7586 style-local-7557-c14 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7557-c15\" class=\"h-global-transition-all h-heading style-7588 style-local-7557-c15 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-7588 style-local-7557-c15\">\n                              <!---->\n                              <!---->\n                              <h1 class=\"\">Streaming f\u00fcr die Genomforschung<\/h1>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7557-c16\" class=\"style-7589 style-local-7557-c16 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-colibri-id=\"7557-c17\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7590 style-local-7557-c17 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-7591-outer style-local-7557-c18-outer\">\n                                <div data-colibri-id=\"7557-c18\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7591 style-local-7557-c18 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7557-c19\" class=\"h-text h-text-component style-7592 style-local-7557-c19 position-relative h-element\">\n                                      <!---->\n                                      <!---->\n                                      <div class=\"\">\n                                        <p>Fast 13 Jahre hatte es gedauert, im Jahr 2003 war es dann soweit: Das menschliche Genom war entschl\u00fcsselt. Etwa drei Milliarden Dollar hat das gigantische Vorhaben verschlungen. Aber von nun war es m\u00f6glich, insbesondere Erb- und Infektionskrankheiten sowie die molekularen Mechanismen der Krebsentstehung tiefergehend zu erforschen.<\/p>\n                                        <p class=\"translation-block\"><p>Durch das Aufkommen parallelisierter Sequenzierungsverfahren sind die Kosten in den letzten Jahren drastisch gesunken: W&auml;hrend sie f&uuml;r die Sequenzierung eines menschlichen Genoms im Jahr 2008 noch bei rund einer Million Dollar lagen, sanken sie bis 2017 auf nur noch 1000 Dollar. Infolgedessen werden&nbsp;enorme Mengen an Daten&nbsp;erzeugt. Bei der derzeitigen Wachstumsrate (die Menge an Sequenzierungsdaten verdoppelt sich etwa alle sieben Monate) wird erwartet, dass allein im Jahr 2025 rund ein Zettabyte &ndash; das sind eine Milliarde Terabyte &ndash; an Sequenzierungsdaten erzeugt wird.<\/p><\/p>\n                                        <p class=\"translation-block\"><p>Grund genug f&uuml;r die&nbsp;<em>Moving Picture Experts Group<\/em>&nbsp;(MPEG) an einem&nbsp;neuen Standard zur Komprimierung, Speicherung und &Uuml;bertragung von Sequenzierungsdaten&nbsp;zu arbeiten: MPEG-G.<\/p><\/p>\n                                        <p>Seit ihrer Gr\u00fcndung vor \u00fcber 30 Jahren hat MPEG bereits mehrere Generationen erfolgreicher Standards entwickelt: etwa MP3 und AAC f\u00fcr Audio- und AVC\/H.264 sowie HEVC\/H.265 f\u00fcr Videodaten. Mit MPEG-G soll die Nutzung von Sequenzierungsdaten so einfach werden wie das Streamen einer Audiodatei oder das Ansehen eines Films \u2013 und dabei alle Anforderungen an den Datenschutz f\u00fcr \u00c4rzte und Kliniken ber\u00fccksichtigen.<\/p>\n                                        <p class=\"translation-block\">Am&nbsp;<em>L3S<\/em>&nbsp;und am<em>&nbsp;Institut f&uuml;r Informationsverarbeitung&nbsp;<\/em>erforschen Prof. Dr. Bodo Rosenhahn, Prof. Dr. J&ouml;rn Ostermann und Jan Voges, wie Sequenzierungsdaten komprimiert, gespeichert und verarbeitet werden k&ouml;nnen und tragen zur Entwicklung des MPEG-Standards bei. Die neuen Verfahren testen die Wissenschaftler im Praxiseinsatz, zum Beispiel zur Risikobewertung des humanen respiratorischen Synzytial-Virus (RSV) &ndash; der h&auml;ufigsten Ursache f&uuml;r akute Infektionen der unteren Atemwege bei S&auml;uglingen. F&uuml;r die Zukunft erwarten die Forscher, dass ihre Arbeiten in zahlreichen praktischen Studien und in der personalisierten Medizin zum Einsatz kommen.<\/p>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"7557-c20\" id=\"reusable-sections-2\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-7593 style-local-7557-c20 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7557-c21\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7594 style-local-7557-c21 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7595-outer style-local-7557-c22-outer\">\n            <div data-colibri-id=\"7557-c22\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7595 style-local-7557-c22 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7557-c23\" class=\"h-divider style-7596 style-local-7557-c23 position-relative h-element\">\n                  <!----><span class=\"h-divider__line style-7596-line style-local-7557-c23-line style-7596-line style-local-7557-c23-line\"><\/span><\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7557-c24\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-7597 style-local-7557-c24 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7598-outer style-local-7557-c25-outer\">\n            <div data-colibri-id=\"7557-c25\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7598 style-local-7557-c25 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7557-c26\" class=\"h-global-transition-all h-heading style-7599 style-local-7557-c26 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7599 style-local-7557-c26\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Vorgestellte Projekte<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7557-c27\" class=\"h-x-container style-7618 style-local-7557-c27 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-x-container-inner style-dynamic-7557-c27-group style-7618-spacing style-local-7557-c27-spacing\"><span class=\"h-link__outer style-7619-outer style-local-7557-c28-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"\/de\/www.L3S.de\/de\/projects\/coding-sequencing-data\/\"  data-colibri-id=\"7557-c28\" class=\"d-flex w-100 align-items-center h-link style-7619 style-local-7557-c28 position-relative\"><!----><!----> <span>Coding of Sequencing Data<\/span><\/a>\n                    <\/span>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7602-outer style-local-7557-c29-outer\">\n            <div data-colibri-id=\"7557-c29\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7602 style-local-7557-c29 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7557-c30\" class=\"h-global-transition-all h-heading style-7599 style-local-7557-c30 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7599 style-local-7557-c30\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Kontakt<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7557-c31\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-7603 style-local-7557-c31 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7604-outer style-local-7557-c32-outer\">\n                      <div data-colibri-id=\"7557-c32\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7604 style-local-7557-c32 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7557-c33\" class=\"d-block style-7605 style-local-7557-c33 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-image__frame-container-outer\">\n                              <div class=\"h-image__frame-container\">\n                                <!---->\n                                <!---->\n                                <img decoding=\"async\" width=\"600\" height=\"600\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/janvoges.jpg\" class=\"wp-image-7562 style-7605-image style-local-7557-c33-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/janvoges.jpg 600w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/janvoges-300x300.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/janvoges-150x150.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/janvoges-12x12.jpg 12w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/600;\" \/>\n                                <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-7605-frameImage style-local-7557-c33-frameImage\"><\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7557-c34\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7606 style-local-7557-c34 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-7607-outer style-local-7557-c35-outer\">\n                                <div data-colibri-id=\"7557-c35\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7607 style-local-7557-c35 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7557-c36\" class=\"h-global-transition-all h-heading style-7599 style-local-7557-c36 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-heading__outer style-7599 style-local-7557-c36\">\n                                        <!---->\n                                        <!---->\n                                        <h6 class=\"\">Dipl.-Ing. Jan Voges<\/h6>\n                                      <\/div>\n                                    <\/div>\n                                    <div data-colibri-id=\"7557-c37\" class=\"h-x-container style-7609 style-local-7557-c37 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-x-container-inner style-dynamic-7557-c37-group style-7609-spacing style-local-7557-c37-spacing\"><span class=\"h-link__outer style-7610-outer style-local-7557-c38-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"mailto:voges@tnt.uni-hannover.de\"  data-colibri-id=\"7557-c38\" class=\"d-flex w-100 align-items-center h-link style-7610 style-local-7557-c38 position-relative\"><!----><!----> <span>voges@tnt.uni-hannover.de<\/span><\/a>\n                                        <\/span>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7557-c39\" class=\"h-text h-text-component style-7611 style-local-7557-c39 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p class=\"translation-block\">Jan Voges ist wissenschaftlicher Mitarbeiter am\u00a0L3S\u00a0. Er besch\u00e4ftigt sich mit der Anwendung der Informationstheorie im Bereich der Bioinformatik.<\/p>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7612-outer style-local-7557-c40-outer\">\n                      <div data-colibri-id=\"7557-c40\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7612 style-local-7557-c40 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7557-c41\" class=\"d-block style-7605 style-local-7557-c41 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-image__frame-container-outer\">\n                              <div class=\"h-image__frame-container\">\n                                <!---->\n                                <!---->\n                                <img decoding=\"async\" width=\"440\" height=\"440\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Ostermann-Jorn-1.jpg\" class=\"wp-image-5474 style-7605-image style-local-7557-c41-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Ostermann-Jorn-1.jpg 440w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Ostermann-Jorn-1-300x300.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Ostermann-Jorn-1-150x150.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Ostermann-Jorn-1-12x12.jpg 12w\" data-sizes=\"(max-width: 440px) 100vw, 440px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 440px; --smush-placeholder-aspect-ratio: 440\/440;\" \/>\n                                <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-7605-frameImage style-local-7557-c41-frameImage\"><\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7557-c42\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7614 style-local-7557-c42 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-7615-outer style-local-7557-c43-outer\">\n                                <div data-colibri-id=\"7557-c43\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7615 style-local-7557-c43 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7557-c44\" class=\"h-global-transition-all h-heading style-7599 style-local-7557-c44 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-heading__outer style-7599 style-local-7557-c44\">\n                                        <!---->\n                                        <!---->\n                                        <h6 class=\"\">Prof. Dr.-Ing. J\u00f6rn Ostermann<\/h6>\n                                      <\/div>\n                                    <\/div>\n                                    <div data-colibri-id=\"7557-c45\" class=\"h-x-container style-7616 style-local-7557-c45 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-x-container-inner style-dynamic-7557-c45-group style-7616-spacing style-local-7557-c45-spacing\"><span class=\"h-link__outer style-7610-outer style-local-7557-c46-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"mailto:oster@l3s.de\"  data-colibri-id=\"7557-c46\" class=\"d-flex w-100 align-items-center h-link style-7610 style-local-7557-c46 position-relative\"><!----><!----> <span>oster@l3s.de<\/span><\/a>\n                                        <\/span>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7557-c47\" class=\"h-text h-text-component style-7611 style-local-7557-c47 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p class=\"translation-block\">Prof. Dr.-Ing. J\u00f6rn Ostermann ist Mitglied des\u00a0L3S\u00a0und leitet das\u00a0Institut f\u00fcr Informationsverarbeitung\u00a0der\u00a0Leibniz Universit\u00e4t Hannover. Er forscht auf dem Gebiet der Signalverarbeitung mit Fokus auf Video-, Sequenzierungs- und Audiodaten.<\/p>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Source: edited by Priska Tosch with igv.org Issue: 02\/2019 Big Data in der Medizin Streaming for genome research It had taken almost 13 years, in 2003 the time had come: the human genome&nbsp;was decoded.&nbsp;The gigantic project swallowed up about three billion dollars. But from now on it was possible to investigate hereditary and infectious diseases [&hellip;]<\/p>","protected":false},"author":7,"featured_media":7559,"parent":2750,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[28,87],"class_list":["post-7557","page","type-page","status-publish","has-post-thumbnail","hentry","tag-binaire","tag-binaire-2019-02"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-26 03:30:06","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7557","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=7557"}],"version-history":[{"count":0,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7557\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/2750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media\/7559"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=7557"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=7557"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=7557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}