{"id":12159,"date":"2025-04-30T14:00:18","date_gmt":"2025-04-30T12:00:18","guid":{"rendered":"https:\/\/caimed.de\/?page_id=12159"},"modified":"2025-04-30T14:18:51","modified_gmt":"2025-04-30T12:18:51","slug":"3-fragen-an-dr-marco-fisichella","status":"publish","type":"page","link":"https:\/\/caimed.de\/en\/3-fragen-an\/3-fragen-an-dr-marco-fisichella\/","title":{"rendered":"3 Fragen an Dr. Marco Fisichella"},"content":{"rendered":"<div data-colibri-id=\"12159-c1\" class=\"style-6037 style-local-12159-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"12159-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-6038 style-local-12159-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"12159-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-6039 style-local-12159-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-6040-outer style-local-12159-c4-outer\">\n            <div data-colibri-id=\"12159-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-6040 style-local-12159-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=\"12159-c5\" class=\"style-6041 style-local-12159-c5 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-global-transition-all\"><div id='colibri-12159-c5' class='breadcrumb-wrapper'>    <style type=\"text\/css\">\n        \/* breadcrumb separator symbol *\/\n\n        #colibri-12159-c5        .colibri-breadcrumb > li + li:before {\n            content: \"|\";\n            white-space: pre;\n        }\n    <\/style>\n\n    \n    <div class=\"colibri-12159-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-6042-outer style-local-12159-c6-outer\">\n            <div data-colibri-id=\"12159-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-6042 style-local-12159-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=\"12159-c7\" class=\"style-6043 style-local-12159-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-6044-outer style-local-12159-c8-outer\">\n            <div data-colibri-id=\"12159-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-6044 style-local-12159-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=\"12159-c9\" class=\"h-global-transition-all h-heading style-6045 style-local-12159-c9 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6045 style-local-12159-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=\"12159-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-6046 style-local-12159-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-6047-outer style-local-12159-c11-outer\">\n            <div data-colibri-id=\"12159-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-6047 style-local-12159-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=\"12159-c12\" class=\"d-block style-6048 style-local-12159-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\/2024\/09\/Marco_Fisichella.png\" class=\"wp-image-9363 style-6048-image style-local-12159-c12-image lazyload\" alt=\"\" data-srcset=\"https:\/\/caimed.de\/wp-content\/uploads\/2024\/09\/Marco_Fisichella.png 400w, https:\/\/caimed.de\/wp-content\/uploads\/2024\/09\/Marco_Fisichella-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-6048-frameImage style-local-12159-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-6049-outer style-local-12159-c13-outer\">\n            <div data-colibri-id=\"12159-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-6049 style-local-12159-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=\"12159-c14\" class=\"h-global-transition-all h-heading style-6050 style-local-12159-c14 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6050 style-local-12159-c14\">\n                    <!---->\n                    <!---->\n                    <h3 class=\"\">Dr. Marco Fisichella<\/h3>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"12159-c15\" class=\"h-text h-text-component style-6051 style-local-12159-c15 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Mentor<\/p>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"12159-c16\" class=\"h-text h-text-component style-6052 style-local-12159-c16 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p><span style=\"font-weight: 300; font-size: 16px; font-family: Poppins; color: rgb(250, 250, 250);\">I am an expert in Artificial Intelligence with over 14 years of experience spanning both industry and academia. As the Research Group Leader at L3S, my role encompasses pioneering research in artificial intelligence across fundamental and application-oriented domains. I spearhead the research group at L3S, concentrating on artificial intelligence and intelligent systems. In this capacity, I continue to coordinate and autonomously oversee research projects, ensuring their seamless execution. I remain dedicated to securing new research projects and disseminating our findings through publications at international conferences and specialized journals.<\/span><\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"12159-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-6053 style-local-12159-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-6054-outer style-local-12159-c18-outer\">\n            <div data-colibri-id=\"12159-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-6054 style-local-12159-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=\"12159-c19\" class=\"style-6055 style-local-12159-c19 position-relative h-element\">\n                  <!---->\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"12159-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-6056 style-local-12159-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-6057-outer style-local-12159-c21-outer\">\n            <div data-colibri-id=\"12159-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-6057 style-local-12159-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=\"12159-c22\" class=\"h-global-transition-all h-heading style-6058 style-local-12159-c22 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6058 style-local-12159-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-6059-outer style-local-12159-c23-outer\">\n            <div data-colibri-id=\"12159-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-6059 style-local-12159-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=\"12159-c24\" class=\"h-global-transition-all h-heading style-6060 style-local-12159-c24 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6060 style-local-12159-c24\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">What is needed for research findings to make their way into medical practice?<\/h4>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"12159-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-6061 style-local-12159-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-6062-outer style-local-12159-c26-outer\">\n            <div data-colibri-id=\"12159-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-6062 style-local-12159-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=\"12159-c27\" class=\"h-icon style-6063 style-local-12159-c27 position-relative h-element\">\n                  <!----><span class=\"h-svg-icon h-icon__icon style-6063-icon style-local-12159-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-6059-outer style-local-12159-c28-outer\">\n            <div data-colibri-id=\"12159-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-6059 style-local-12159-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=\"12159-c29\" class=\"h-text h-text-component style-6064 style-local-12159-c29 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>To translate research findings into medical practice, especially in the context of federated learning (FL), we need scalable and privacy-preserving infrastructures that enable cross-institutional collaboration without compromising data confidentiality. It is crucial that the models are fair, interpretable and generalizable across patient populations. This requires overcoming challenges such as non-IID data, bias in clinical decision making and the interpretability of AI predictions. In addition, adaptation to ethical standards and legal frameworks (e.g. GDPR) is essential for clinical use.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"12159-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-6056 style-local-12159-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-6057-outer style-local-12159-c31-outer\">\n            <div data-colibri-id=\"12159-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-6057 style-local-12159-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=\"12159-c32\" class=\"h-global-transition-all h-heading style-6058 style-local-12159-c32 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6058 style-local-12159-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-6059-outer style-local-12159-c33-outer\">\n            <div data-colibri-id=\"12159-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-6059 style-local-12159-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=\"12159-c34\" class=\"h-global-transition-all h-heading style-6060 style-local-12159-c34 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6060 style-local-12159-c34\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">How can sensitive health data be protected without restricting access to high-quality data for medical research?<\/h4>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"12159-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-6061 style-local-12159-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-6062-outer style-local-12159-c36-outer\">\n            <div data-colibri-id=\"12159-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-6062 style-local-12159-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=\"12159-c37\" class=\"h-icon style-6063 style-local-12159-c37 position-relative h-element\">\n                  <!----><span class=\"h-svg-icon h-icon__icon style-6063-icon style-local-12159-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-6059-outer style-local-12159-c38-outer\">\n            <div data-colibri-id=\"12159-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-6059 style-local-12159-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=\"12159-c39\" class=\"h-text h-text-component style-6064 style-local-12159-c39 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Sensitive health data can be protected through federated learning, where data remains decentralized and only model updates are shared. To further strengthen data privacy, techniques such as differential privacy, causal modeling and influence function analysis can be integrated. These methods prevent information leakage (e.g., membership inference attacks) while enabling robust privacy-preserving learning from high-quality datasets across institutions. Our project specifically addresses these risks by developing causal privacy preservation methods that go beyond traditional anonymization.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"12159-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-6056 style-local-12159-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-6057-outer style-local-12159-c41-outer\">\n            <div data-colibri-id=\"12159-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-6057 style-local-12159-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=\"12159-c42\" class=\"h-global-transition-all h-heading style-6058 style-local-12159-c42 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6058 style-local-12159-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-6059-outer style-local-12159-c43-outer\">\n            <div data-colibri-id=\"12159-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-6059 style-local-12159-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=\"12159-c44\" class=\"h-global-transition-all h-heading style-6060 style-local-12159-c44 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6060 style-local-12159-c44\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">Which factors are most important for patients in building trust in AI-based health technologies?<\/h4>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"12159-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-6061 style-local-12159-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-6062-outer style-local-12159-c46-outer\">\n            <div data-colibri-id=\"12159-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-6062 style-local-12159-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=\"12159-c47\" class=\"h-icon style-6063 style-local-12159-c47 position-relative h-element\">\n                  <!----><span class=\"h-svg-icon h-icon__icon style-6063-icon style-local-12159-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-6059-outer style-local-12159-c48-outer\">\n            <div data-colibri-id=\"12159-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-6059 style-local-12159-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=\"12159-c49\" class=\"h-text h-text-component style-6064 style-local-12159-c49 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Trust depends on three key factors: Privacy, fairness and interpretability. Patients need reassurance that their data will not be misused, that the model treats different demographic groups equally and that clinical recommendations can be understood and explained. Our research focuses on interpretable and fair federated models that use causal inference to identify and mitigate bias and attribute predictions to relevant data sources. Transparent communication about these safeguards and a participatory approach to AI development further strengthen patient trust.<\/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; Dr. Marco Fisichella Mentor Ich bin Experte f\u00fcr k\u00fcnstliche Intelligenz und verf\u00fcge \u00fcber mehr als 14 Jahre Erfahrung in der Industrie und im akademischen Bereich. Als Forschungsgruppenleiter beim L3S bin ich f\u00fcr die Pionierforschung im Bereich der k\u00fcnstlichen Intelligenz in grundlegenden und anwendungsorientierten Bereichen zust\u00e4ndig. Am L3S leite ich die Forschungsgruppe, die [&hellip;]<\/p>","protected":false},"author":13,"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-12159","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/12159","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\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/comments?post=12159"}],"version-history":[{"count":3,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/12159\/revisions"}],"predecessor-version":[{"id":12170,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/12159\/revisions\/12170"}],"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=12159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}