The basis for future personalized therapy approaches – Machine learning-generated 1-year survival rate, metastatic status and therapy-dependent survival in pancreatic cancer patients
Year: 2025
Type: article
Language: en
Topic: Pancreatic and Hepatic Oncology Research
Authors and affiliations:
raw_author_name: François Schneider
raw_affiliation_strings: Department of Hematology, Oncology and Cancer Immunology (CCM), Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany
raw_author_name: Haotian Chen
raw_affiliation_strings: Michigan Institute for Data and AI in Society, University of Michigan, 500 Church Street, Ann Arbor, MI 48109, United States
raw_author_name: Uwe Pelzer
raw_affiliation_strings: Department of Hematology, Oncology and Cancer Immunology (CCM), Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany
raw_author_name: Richard G. Compton
raw_affiliation_strings: Department of Chemistry, Oxford University, South Parks Road, Oxford OX1 3QZ, United Kingdom
raw_author_name: Gregor Duwe
raw_affiliation_strings: Department of Urology and Pediatric Urology, University Medical Center of the Johannes-Gutenberg University Mainz, Langenbeckstrasse 1, Mainz 55131, Germany
raw_author_name: Mihnea P. Dragomir
raw_affiliation_strings: Department of Pathology, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Charitéplatz 1, Berlin 10117, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg 69120, Germany; Berlin Institute of Health (BIH), Charité - Universitätsmedizin Berlin, Anna-Louisa-Karsch-Straße 2, Berlin 10178, Germany
raw_author_name: Georg Hilfenhaus
raw_affiliation_strings: Department of Hematology, Oncology and Cancer Immunology (CCM), Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany
raw_author_name: Loredana Vecchione
raw_affiliation_strings: Department of Hematology, Oncology and Cancer Immunology (CCM), Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany
raw_author_name: Annabel Alig
raw_affiliation_strings: Department of Hematology, Oncology and Cancer Immunology (CCM), Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany
raw_author_name: Matthäus Felsenstein
raw_affiliation_strings: Department of Surgery |CCM|CVK, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany; Berlin Institute of Health (BIH), Charité - Universitätsmedizin Berlin, Anna-Louisa-Karsch-Straße 2, Berlin 10178, Germany
raw_author_name: Markus Lerchbaumer
raw_affiliation_strings: Department of Radiology, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany
raw_author_name: Damian T. Rieke
raw_affiliation_strings: Charité Comprehensive Cancer Center, Charité - Universitätsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany; Berlin Institute of Health (BIH), Charité - Universitätsmedizin Berlin, Anna-Louisa-Karsch-Straße 2, Berlin 10178, Germany
raw_author_name: Marcus Bahra
raw_affiliation_strings: Department of Surgical Oncology and Robotics, Krankenhaus Waldfriede, Lehrkrankenhaus der Charité, Argentinische Alle 40, Berlin 14163, Germany
raw_author_name: Ralf Kutsche
raw_affiliation_strings: Rheinische Hochschule Köln, Department of Medizinökonomie und Biomedizin, Schaevenstraße 1 a-b, Köln 50676, Germany
raw_author_name: Kristina Tschulik
raw_affiliation_strings: Faculty of Chemistry and Biochemistry, Analytical Chemistry, Ruhr University Bochum, 44801 Bochum, Germany
raw_author_name: Sebastian Stintzing
raw_affiliation_strings: Department of Hematology, Oncology and Cancer Immunology (CCM), Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany
raw_author_name: Ulrich Keilholz
raw_affiliation_strings: Charité Comprehensive Cancer Center, Charité - Universitätsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany
raw_author_name: Christopher C.M. Neumann
raw_affiliation_strings: Department of Hematology, Oncology and Cancer Immunology (CCM), Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany. Electronic address: christopher.neumann@charite.de