Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomics.

Autor: Wennmann M; From the Divisions of Radiology (M.W., F.B, C.U., M.G., H.T., L.T.R., N.S., F.T.K., D.B., J.K., H.-K.S., S.D.), and Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (W.M., J.C., A.K., K.-C.K., M.G., R.O.F., K.M.-H., P.N.); State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China (W.M.); Medical Faculty, University of Heidelberg, Heidelberg, Germany (F.B., C.U., N.S.); Department of Biomedical Engineering, Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno, Czech Republic (J.C.); Diagnostic and Interventional Radiology, University Hospital Heidelberg (T.N., M.D., T.F.W.); Division of Biostatistics, German Cancer Research Center (DKFZ) (T.H.); Department of Medicine V, Multiple Myeloma Section (S.S., E.K.M., N.W., H.G.), and Institute of Human Genetics, University Hospital Heidelberg, Heidelberg (A.J.); Department of Diagnostic and Interventional Radiology, Experimental Radiology Section, University Hospital Ulm, Ulm (M.G.); Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thorax Clinic at Heidelberg University Hospital, Heidelberg (K.S.); Department of Diagnostic and Interventional Radiology (M.H., S.A.), and Department of Hematology, Oncology, and Immunology, University Hospital of Tuebingen, Tübingen (B.B.); Medical Clinic A (M.H.), and Department for Radiology, Hospital of Ludwigshafen, Ludwigshafen, Germany (J.H.); Department of Hematology, Oncology, and Palliative Care, St Josefs Hospital Hagen, Hagen (D.K.); Department of Hematology, Oncology, and Gastroenterology (U.G.), and Department of Radiology and Neuroradiology, Mönchengladbach (A.R.); Institute for AI in Medicine, University Medicine Essen, Essen (J.K.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital (R.O.F., K.M.-H.); Heidelberg Institute of Radiation Oncology, National Center for Radiation Research in Oncology, Heidelberg, Germany (R.O.F.); Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY (J.H.); National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany (H.G., H.-P.S., K.M.-H., P.N.); German Cancer Consortium (DKTK), Partner Site Heidelberg, Heidelberg, Germany (P.N.)., Ming W, Bauer F, Chmelik J, Klein A, Uhlenbrock C, Grözinger M, Kahl KC, Nonnenmacher T, Debic M, Hielscher T, Thierjung H, Rotkopf LT, Stanczyk N, Sauer S, Jauch A, Götz M, Kurz FT, Schlamp K, Horger M, Afat S, Besemer B, Hoffmann M, Hoffend J, Kraemer D, Graeven U, Ringelstein A, Bonekamp D, Kleesiek J, Floca RO, Hillengass J, Mai EK, Weinhold N, Weber TF, Goldschmidt H, Schlemmer HP, Maier-Hein K, Delorme S, Neher P

Publikováno v: Investigative radiology [Invest Radiol] 2023 Oct 01; Vol. 58 (10), pp. 754-765. Date of Electronic Publication: 2023 May 22.

Imaging Artifacts of Nonadhesive Liquid Embolic Agents in Conventional and Cone-beam CT in a Novel in Vitro AVM Model.

Autor: Schmitt N; Department of Neuroradiology, INF 400, Heidelberg University Hospital, 69120, Heidelberg, Germany., Floca RO; Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.; Heidelberg Institute for Radiation Oncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany., Paech D; Department of Neuroradiology, INF 400, Heidelberg University Hospital, 69120, Heidelberg, Germany.; Department of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany., El Shafie RA; Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany., Neuberger U; Department of Neuroradiology, INF 400, Heidelberg University Hospital, 69120, Heidelberg, Germany., Bendszus M; Department of Neuroradiology, INF 400, Heidelberg University Hospital, 69120, Heidelberg, Germany., Möhlenbruch MA; Department of Neuroradiology, INF 400, Heidelberg University Hospital, 69120, Heidelberg, Germany., Vollherbst DF; Department of Neuroradiology, INF 400, Heidelberg University Hospital, 69120, Heidelberg, Germany. Dominik.Vollherbst@med.uni-heidelberg.de.

Publikováno v: Clinical neuroradiology [Clin Neuroradiol] 2021 Dec; Vol. 31 (4), pp. 1141-1148. Date of Electronic Publication: 2021 Apr 14.

Biologically consistent dose accumulation using daily patient imaging.

Autor: Niebuhr NI; Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany. nina.niebuhr@med.uni-heidelberg.de.; Heidelberg Institute for Radiooncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany. nina.niebuhr@med.uni-heidelberg.de.; Department of Physics and Astronomy, Heidelberg University, Heidelberg, Germany. nina.niebuhr@med.uni-heidelberg.de., Splinter M; Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Heidelberg Institute for Radiooncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany., Bostel T; Clinical Cooperation Unit 'Radiation Oncology', German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Radiation Oncology, University Medical Center Mainz, Mainz, Germany., Seco J; Department of Physics and Astronomy, Heidelberg University, Heidelberg, Germany.; Biomedical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany., Hentschke CM; Heidelberg Institute for Radiooncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany.; Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany., Floca RO; Heidelberg Institute for Radiooncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany.; Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany., Hörner-Rieber J; Heidelberg Institute for Radiooncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany.; Clinical Cooperation Unit 'Radiation Oncology', German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany., Alber M; Heidelberg Institute for Radiooncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany.; Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany., Huber P; Clinical Cooperation Unit 'Radiation Oncology', German Cancer Research Center (DKFZ), Heidelberg, Germany.; Molecular Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany., Nicolay NH; Clinical Cooperation Unit 'Radiation Oncology', German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Radiation Oncology, Freiburg University Medical Center, Freiburg, Germany., Pfaffenberger A; Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Heidelberg Institute for Radiooncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany.

Publikováno v: Radiation oncology (London, England) [Radiat Oncol] 2021 Apr 06; Vol. 16 (1), pp. 65. Date of Electronic Publication: 2021 Apr 06.

Impact of Single Dose Photons and Carbon Ions on Perfusion and Vascular Permeability: A Dynamic Contrast-Enhanced MRI Pilot Study in the Anaplastic Rat Prostate Tumor R3327-AT1.

Autor: Bendinger AL; Departments of Medical Physics in Radiology.; Faculty of Biosciences, University of Heidelberg, Heidelberg, Germany., Seyler L; Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany., Saager M; Departments of Medical Physics in Radiation Oncology.; Heidelberg Institute for Radiation Oncology (HIRO) and National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany., Debus C; Departments of Translational Radiation Oncology, National Center for Tumor Diseases (NCT).; Department of High-Performance Computing, Simulation and Software Technology, German Aerospace Center (DLR), Cologne, Germany., Peschke P; Departments of Medical Physics in Radiation Oncology.; Heidelberg Institute for Radiation Oncology (HIRO) and National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany., Komljenovic D; Departments of Medical Physics in Radiology., Debus J; Departments of Clinical Cooperation Unit, Radiation Therapy, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Heidelberg Institute for Radiation Oncology (HIRO) and National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany.; Department of Radiation Oncology and Radiotherapy, University Hospital Heidelberg, Heidelberg, Germany., Peter J; Departments of Medical Physics in Radiology., Floca RO; Departments of Medical Image Computing.; Heidelberg Institute for Radiation Oncology (HIRO) and National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany., Karger CP; Departments of Medical Physics in Radiation Oncology.; Heidelberg Institute for Radiation Oncology (HIRO) and National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany., Glowa C; Departments of Medical Physics in Radiation Oncology.; Heidelberg Institute for Radiation Oncology (HIRO) and National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany.; Department of Radiation Oncology and Radiotherapy, University Hospital Heidelberg, Heidelberg, Germany.

Publikováno v: Radiation research [Radiat Res] 2020 Jan; Vol. 193 (1), pp. 34-45. Date of Electronic Publication: 2019 Nov 07.

Incorporation of Dosimetric Gradients and Parotid Gland Migration Into Xerostomia Prediction.

Autor: Astaburuaga R; Department of Medical Physics in Radiation Oncology, Deutsches Krebsforschungszentrum, Heidelberg, Germany.; Medical Faculty of Heidelberg, Universität Heidelberg, Heidelberg, Germany.; Heidelberg Institute for Radiation Oncology, Heidelberg, Germany.; Institute of Physics, Pontificia Universidad Católica de Chile, Santiago, Chile., Gabryś HS; Department of Medical Physics in Radiation Oncology, Deutsches Krebsforschungszentrum, Heidelberg, Germany.; Medical Faculty of Heidelberg, Universität Heidelberg, Heidelberg, Germany.; Heidelberg Institute for Radiation Oncology, Heidelberg, Germany., Sánchez-Nieto B; Institute of Physics, Pontificia Universidad Católica de Chile, Santiago, Chile., Floca RO; Heidelberg Institute for Radiation Oncology, Heidelberg, Germany.; Medical Image Computing, Deutsches Krebsforschungszentrum, Heidelberg, Germany.; Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany., Klüter S; Heidelberg Institute for Radiation Oncology, Heidelberg, Germany.; Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany., Schubert K; Heidelberg Institute for Radiation Oncology, Heidelberg, Germany.; Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany., Hauswald H; Heidelberg Institute for Radiation Oncology, Heidelberg, Germany.; Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany.; Clinical Cooperation Unit Radiation Oncology, Deutsches Krebsforschungszentrum, Heidelberg, Germany., Bangert M; Department of Medical Physics in Radiation Oncology, Deutsches Krebsforschungszentrum, Heidelberg, Germany.; Heidelberg Institute for Radiation Oncology, Heidelberg, Germany.

Publikováno v: Frontiers in oncology [Front Oncol] 2019 Jul 31; Vol. 9, pp. 697. Date of Electronic Publication: 2019 Jul 31 (Print Publication: 2019).