Deep learning for diagnosis and survival prediction in soft tissue sarcoma

Autor: Foersch, S., Eckstein, M., Wagner, D.-C., Gach, F., Woerl, A.-C., Geiger, J., Glasner, C., Schelbert, S., Schulz, S., Porubsky, S., Kreft, A., Hartmann, A., Agaimy, A., Roth, W.

Publikováno v: In Annals of Oncology September 2021 32(9):1178-1187

DNA Methylation Profiling of Salivary Gland Tumors Supports and Expands Conventional Classification.

Autor: Jurmeister P; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, and German Cancer Research Center (DKFZ), Heidelberg, Germany. Electronic address: Philipp.jurmeister@med.uni-muenchen.de., Leitheiser M; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany., Arnold A; Institute of Pathology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany., Capilla EP; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany., Mochmann LH; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany., Zhdanovic Y; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany., Schleich K; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany., Jung N; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany., Chimal EC; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany., Jung A; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, and German Cancer Research Center (DKFZ), Heidelberg, Germany., Kumbrink J; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany., Harter P; German Cancer Consortium (DKTK), Partner Site Munich, and German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Neuropathology, Ludwig-Maximilians-Universität München, Munich, Germany., Prenißl N; Institute of Pathology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany., Elezkurtaj S; Institute of Pathology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany., Brcic L; Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria., Deigendesch N; Department of Pathology, Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland., Frank S; Department of Pathology, Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland., Hench J; Department of Pathology, Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland., Försch S; Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany., Breimer G; Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands., van Engen van Grunsven I; Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands., Lassche G; Department of Medical Oncology, Radboud University Medical Center, Nijmegen, The Netherlands; Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands., van Herpen C; Department of Medical Oncology, Radboud University Medical Center, Nijmegen, The Netherlands; Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands., Zhou F; Department of Pathology, New York University Langone Health, School of Medicine, New York, New York., Snuderl M; Institute of Pathology, Friedrich-Alexander-University Erlangen-Nurnberg, University Hospital Erlangen, Erlangen, Germany., Agaimy A; Institute of Pathology, Friedrich-Alexander-University Erlangen-Nurnberg, University Hospital Erlangen, Erlangen, Germany., Müller KR; Machine Learning Group, Department of Software Engineering and Theoretical Computer Science, Technical University of Berlin, Berlin, Germany; Department of Artificial Intelligence, Korea University, Seoul, South Korea; Max Planck Institute for Informatics, Saarbrucken, Germany; BIFOLD-Berlin Institute for the Foundations of Learning and Data, Berlin, Germany., von Deimling A; Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany; Clinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany., Capper D; Department of Neuropathology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany., Klauschen F; Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, and German Cancer Research Center (DKFZ), Heidelberg, Germany; BIFOLD-Berlin Institute for the Foundations of Learning and Data, Berlin, Germany., Ihrler S; DERMPATH München, Munich, Germany.

Publikováno v: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc [Mod Pathol] 2024 Sep 25; Vol. 37 (12), pp. 100625. Date of Electronic Publication: 2024 Sep 25.

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