{"id":14490,"date":"2026-02-12T08:19:36","date_gmt":"2026-02-12T07:19:36","guid":{"rendered":"https:\/\/caimed.de\/?page_id=14490"},"modified":"2026-02-12T10:00:29","modified_gmt":"2026-02-12T09:00:29","slug":"3-fragen-an-martin-zielke","status":"publish","type":"page","link":"https:\/\/caimed.de\/en\/3-fragen-an\/3-fragen-an-martin-zielke\/","title":{"rendered":"3 Fragen an Martin Zielke"},"content":{"rendered":"<div data-colibri-id=\"14490-c1\" class=\"style-7702 style-local-14490-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"14490-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-7703 style-local-14490-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"14490-c3\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-2 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-2 style-7704 style-local-14490-c3 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-start justify-content-md-start justify-content-start align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-2 gutters-col-v-lg-0 gutters-col-v-md-0 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-7705-outer style-local-14490-c4-outer\">\n            <div data-colibri-id=\"14490-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-7705 style-local-14490-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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c5\" class=\"style-7706 style-local-14490-c5 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-global-transition-all\"><div id='colibri-14490-c5' class='breadcrumb-wrapper'>    <style type=\"text\/css\">\n        \/* breadcrumb separator symbol *\/\n\n        #colibri-14490-c5        .colibri-breadcrumb > li + li:before {\n            content: \"|\";\n            white-space: pre;\n        }\n    <\/style>\n\n    \n    <div class=\"colibri-14490-c5-dls-wrapper breadcrumb-items__wrapper\">\n                <ol class=\"breadcrumb colibri-breadcrumb\"><li class=\"breadcrumb-item\"><a href=\"https:\/\/caimed.de\/en\/\">Home<\/a><\/li><li class=\"breadcrumb-item\"><a href=\"https:\/\/caimed.de\/en\/3-fragen-an\/\">3 questions for<\/a><\/li><\/ol>    <\/div>\n    <\/div><\/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-7707-outer style-local-14490-c6-outer\">\n            <div data-colibri-id=\"14490-c6\" 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-7707 style-local-14490-c6 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=\"14490-c7\" class=\"style-7708 style-local-14490-c7 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-7709-outer style-local-14490-c8-outer\">\n            <div data-colibri-id=\"14490-c8\" 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-7709 style-local-14490-c8 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=\"14490-c9\" class=\"h-global-transition-all h-heading style-7710 style-local-14490-c9 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7710 style-local-14490-c9\">\n                    <!---->\n                    <!---->\n                    <h3 class=\"\">3 questions for...<\/h3>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"14490-c10\" class=\"h-row-container gutters-row-lg-1 gutters-row-md-1 gutters-row-2 gutters-row-v-lg-1 gutters-row-v-md-1 gutters-row-v-2 style-7711 style-local-14490-c10 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-1 gutters-col-md-1 gutters-col-2 gutters-col-v-lg-1 gutters-col-v-md-1 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-7712-outer style-local-14490-c11-outer\">\n            <div data-colibri-id=\"14490-c11\" 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-7712 style-local-14490-c11 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=\"14490-c12\" class=\"d-block style-7713 style-local-14490-c12 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=\"400\" height=\"400\" data-src=\"https:\/\/caimed.de\/wp-content\/uploads\/2026\/02\/Martin_Zielke.png\" class=\"wp-image-14451 style-7713-image style-local-14490-c12-image lazyload\" alt=\"\" data-srcset=\"https:\/\/caimed.de\/wp-content\/uploads\/2026\/02\/Martin_Zielke.png 400w, https:\/\/caimed.de\/wp-content\/uploads\/2026\/02\/Martin_Zielke-12x12.png 12w\" data-sizes=\"(max-width: 400px) 100vw, 400px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 400px; --smush-placeholder-aspect-ratio: 400\/400;\" \/>\n                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-7713-frameImage style-local-14490-c12-frameImage\"><\/div>\n                    <\/div>\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-7714-outer style-local-14490-c13-outer\">\n            <div data-colibri-id=\"14490-c13\" 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-7714 style-local-14490-c13 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=\"14490-c14\" class=\"h-global-transition-all h-heading style-7715 style-local-14490-c14 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7715 style-local-14490-c14\">\n                    <!---->\n                    <!---->\n                    <h3 class=\"\">Martin Zielke<\/h3>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"14490-c15\" class=\"h-text h-text-component style-7716 style-local-14490-c15 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Groupleader<\/p>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"14490-c16\" class=\"h-text h-text-component style-7717 style-local-14490-c16 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>As a doctor at the Institute of Pathology at UMG and head of the CAIMed junior research group \u2018Collaborative Development and Validation of AI Models,\u2019 I move between diagnostics and AI research on a daily basis. What drives me is the question of how we can bring AI into pathology in a way that truly supports doctors \u2013 reliably, comprehensibly and clinically proven. I am involved in both the cross-location validation of image analysis systems and novel approaches such as agent-based assistance systems and AI-supported biomarkers. In addition to academic research, my time in the health tech industry has also shaped me \u2013 it has shown me that good AI must not only be scientifically convincing, but also work in practice. I don't see AI as a substitute for medical expertise, but as an intelligent companion alongside diagnostics.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"14490-c17\" 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-7718 style-local-14490-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-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-7719-outer style-local-14490-c18-outer\">\n            <div data-colibri-id=\"14490-c18\" 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-7719 style-local-14490-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=\"14490-c19\" class=\"style-7720 style-local-14490-c19 position-relative h-element\">\n                  <!---->\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"14490-c20\" 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-7721 style-local-14490-c20 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-7722-outer style-local-14490-c21-outer\">\n            <div data-colibri-id=\"14490-c21\" 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-7722 style-local-14490-c21 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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c22\" class=\"h-global-transition-all h-heading style-7723 style-local-14490-c22 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7723 style-local-14490-c22\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">1.\n                      <br>\n                    <\/h4>\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-7724-outer style-local-14490-c23-outer\">\n            <div data-colibri-id=\"14490-c23\" 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-7724 style-local-14490-c23 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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c24\" class=\"h-global-transition-all h-heading style-7725 style-local-14490-c24 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7725 style-local-14490-c24\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">You work as a doctor in pathology and also lead a CAIMed research group. How do clinical practice and AI research complement each other in your daily work?<\/h4>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"14490-c25\" 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-7726 style-local-14490-c25 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-7727-outer style-local-14490-c26-outer\">\n            <div data-colibri-id=\"14490-c26\" 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-7727 style-local-14490-c26 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=\"14490-c27\" class=\"h-icon style-7728 style-local-14490-c27 position-relative h-element\">\n                  <!----><span class=\"h-svg-icon h-icon__icon style-7728-icon style-local-14490-c27-icon\"><!--Icon by Material Icons (https:\/\/material.io)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"format_quote\" viewbox=\"0 0 512 512\"><path d=\"M299 363l42-86h-64V149h128v128l-42 86h-64zm-171 0l43-86h-64V149h128v128l-43 86h-64z\"><\/path><\/svg><\/span><\/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-7724-outer style-local-14490-c28-outer\">\n            <div data-colibri-id=\"14490-c28\" 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-7724 style-local-14490-c28 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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c29\" class=\"h-text h-text-component style-7729 style-local-14490-c29 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>My clinical work shows me every day where AI can create real added value \u2013 but also where the hurdles lie. AI that delivers impressive results on paper but cannot be replicated in everyday clinical practice or integrated into existing processes will not be used. My dual role allows me to derive research questions directly from clinical needs while at the same time applying the high quality standards that apply in clinical routine. AI must be measured by the same standards as any other diagnostic method: reproducibility, transparency and clinical validation.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"14490-c30\" 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-7721 style-local-14490-c30 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-7722-outer style-local-14490-c31-outer\">\n            <div data-colibri-id=\"14490-c31\" 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-7722 style-local-14490-c31 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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c32\" class=\"h-global-transition-all h-heading style-7723 style-local-14490-c32 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7723 style-local-14490-c32\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">2.<\/h4>\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-7724-outer style-local-14490-c33-outer\">\n            <div data-colibri-id=\"14490-c33\" 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-7724 style-local-14490-c33 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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c34\" class=\"h-global-transition-all h-heading style-7725 style-local-14490-c34 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7725 style-local-14490-c34\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">Your group is engaged in the collaborative development and validation of AI models. Why is this collaborative approach so crucial in a medical context?<\/h4>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"14490-c35\" 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-7726 style-local-14490-c35 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-7727-outer style-local-14490-c36-outer\">\n            <div data-colibri-id=\"14490-c36\" 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-7727 style-local-14490-c36 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=\"14490-c37\" class=\"h-icon style-7728 style-local-14490-c37 position-relative h-element\">\n                  <!----><span class=\"h-svg-icon h-icon__icon style-7728-icon style-local-14490-c37-icon\"><!--Icon by Material Icons (https:\/\/material.io)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"format_quote\" viewbox=\"0 0 512 512\"><path d=\"M299 363l42-86h-64V149h128v128l-42 86h-64zm-171 0l43-86h-64V149h128v128l-43 86h-64z\"><\/path><\/svg><\/span><\/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-7724-outer style-local-14490-c38-outer\">\n            <div data-colibri-id=\"14490-c38\" 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-7724 style-local-14490-c38 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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c39\" class=\"h-text h-text-component style-7729 style-local-14490-c39 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Imagine an AI model being trained at a single location. It learns the local conditions - specific colourings, specific scanners, specific tissue preparations. At another location, the same model may then deliver completely different results. That is why cross-location collaboration is not a nice-to-have, but a basic requirement for reliable medical AI. If we want AI results in pathology to become relevant for therapy \u2013 for example, in the field of companion diagnostics -  then we must develop, test and evaluate transparently together from the outset.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"14490-c40\" 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-7721 style-local-14490-c40 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-7722-outer style-local-14490-c41-outer\">\n            <div data-colibri-id=\"14490-c41\" 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-7722 style-local-14490-c41 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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c42\" class=\"h-global-transition-all h-heading style-7723 style-local-14490-c42 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7723 style-local-14490-c42\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">3.<\/h4>\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-7724-outer style-local-14490-c43-outer\">\n            <div data-colibri-id=\"14490-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-7724 style-local-14490-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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c44\" class=\"h-global-transition-all h-heading style-7725 style-local-14490-c44 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7725 style-local-14490-c44\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">Looking ahead, how do you think AI will change everyday clinical work in pathology over the next ten years?<\/h4>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"14490-c45\" 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-7726 style-local-14490-c45 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-7727-outer style-local-14490-c46-outer\">\n            <div data-colibri-id=\"14490-c46\" 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-7727 style-local-14490-c46 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=\"14490-c47\" class=\"h-icon style-7728 style-local-14490-c47 position-relative h-element\">\n                  <!----><span class=\"h-svg-icon h-icon__icon style-7728-icon style-local-14490-c47-icon\"><!--Icon by Material Icons (https:\/\/material.io)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"format_quote\" viewbox=\"0 0 512 512\"><path d=\"M299 363l42-86h-64V149h128v128l-42 86h-64zm-171 0l43-86h-64V149h128v128l-43 86h-64z\"><\/path><\/svg><\/span><\/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-7724-outer style-local-14490-c48-outer\">\n            <div data-colibri-id=\"14490-c48\" 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-7724 style-local-14490-c48 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-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"14490-c49\" class=\"h-text h-text-component style-7729 style-local-14490-c49 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>I am convinced that in ten years' time we will see a fundamentally different pathology. Intelligent assistance systems will accompany entire diagnostic workflows in the future \u2013 from the preliminary analysis of digitised tissue sections to recommendations for further examinations. You can imagine it as a very well-informed colleague who thinks along with you and prepares things, but deliberately leaves the final decision to the human being. Pathologists will not be replaced, but will grow into a more supervisory role thanks to AI. However, the path to get there is challenging: we need models that can explain their recommendations, solid validation standards and clear regulatory rules. If we succeed, AI will not only make pathology more efficient, precise and accessible, but will also give it a completely new role at the heart of personalised medicine.<\/p>\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>3 Fragen an&#8230; Martin Zielke Gruppenleiter Als Arzt am Institut f\u00fcr Pathologie der UMG und Leiter der CAIMed-Nachwuchsgruppe \u201eKollaborative Entwicklung und Validierung von KI-Modellen&#8220; bewege ich mich t\u00e4glich zwischen Diagnostik und KI-Forschung. Was mich antreibt, ist die Frage, wie wir KI so in die Pathologie bringen, dass sie \u00c4rztinnen und \u00c4rzte wirklich unterst\u00fctzt \u2013 verl\u00e4sslich, [&hellip;]<\/p>","protected":false},"author":15,"featured_media":0,"parent":9941,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"footnotes":""},"class_list":["post-14490","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/14490","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/comments?post=14490"}],"version-history":[{"count":3,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/14490\/revisions"}],"predecessor-version":[{"id":14514,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/14490\/revisions\/14514"}],"up":[{"embeddable":true,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/9941"}],"wp:attachment":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/media?parent=14490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}