@book{UBHD-69197135, author={Bauer, Fabian}, organization={Universit{\"a}t Heidelberg}, title={Automatisierte Ganzk{\"o}rper-Magnetresonanztomographie Radiomics Analyse zur Diagnostik bei Patienten mit monoklonalen Plasmazellerkrankungen}, address={Heidelberg}, year={2022}, pages={IX, 129 Bl{\"a}tter}, language={ger}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2023}, library={UB [Signatur: 2024 U 286]}, } @article{UBHD-69001065, author={Wennmann, Markus and Klein, André and Bauer, Fabian and Chmelik, Jiri and Gr{\"o}zinger, Martin and Uhlenbrock, Charlotte and Lochner, Jakob and Nonnenmacher, Tobias and Rotkopf, Lukas Thomas and Sauer, Sandra and Hielscher, Thomas and G{\"o}tz, Michael and Floca, Ralf and Neher, Peter and Bonekamp, David and Hillengaß, Jens and Kleesiek, Jens Philipp and Weinhold, Niels and Weber, Tim and Goldschmidt, Hartmut and Delorme, Stefan and Maier-Hein, Klaus H. and Schlemmer, Heinz-Peter}, title={Combining deep learning and radiomics for automated, objective, comprehensive bone marrow characterization from whole-body MRI}, subtitle={a multicentric feasibility study}, year={2022}, pages={752-763}, language={eng}, issn={1536-0210}, volume={57}, number={11}, note={Gesehen am 03.01.2023}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000891}, } @article{UBHD-69084737, author={Wennmann, Markus and Neher, Peter and Stanczyk, Nikolas and Kahl, Kim-Celine and K{\"a}chele, Jessica and Weru, Vivienn and Hielscher, Thomas and Gr{\"o}zinger, Martin and Chmelik, Jiri and Zhang, Kevin Sun and Bauer, Fabian and Nonnenmacher, Tobias and Debic, Manuel and Sauer, Sandra and Rotkopf, Lukas Thomas and Jauch, Anna and Schlamp, Kai and Mai, Elias K. and Weinhold, Niels and Afat, Saif and Horger, Marius and Goldschmidt, Hartmut and Schlemmer, Heinz-Peter and Weber, Tim and Delorme, Stefan and Kurz, Felix T. and Maier-Hein, Klaus H.}, title={Deep learning for automatic bone marrow apparent diffusion coefficient measurements from whole-body magnetic resonance imaging in patients with multiple myeloma}, subtitle={a retrospective multicenter study}, year={2023}, pages={273-282}, language={eng}, issn={1536-0210}, volume={58}, number={4}, note={Gesehen am 13.06.2023}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000932}, } @article{UBHD-69084370, author={Wennmann, Markus and Bauer, Fabian and Klein, André and Chmelik, Jiri and Gr{\"o}zinger, Martin and Rotkopf, Lukas Thomas and Neher, Peter and Gnirs, Regula and Kurz, Felix T. and Nonnenmacher, Tobias and Sauer, Sandra and Weinhold, Niels and Goldschmidt, Hartmut and Kleesiek, Jens Philipp and Bonekamp, David and Weber, Tim and Delorme, Stefan and Maier-Hein, Klaus H. and Schlemmer, Heinz-Peter and G{\"o}tz, Michael}, title={In vivo repeatability and multiscanner reproducibility of MRI radiomics features in patients with monoclonal plasma cell disorders}, subtitle={a prospective bi-institutional study}, year={2023}, pages={253-264}, language={eng}, issn={1536-0210}, volume={58}, number={4}, note={Gesehen am 12.06.2023}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000927}, } @article{UBHD-69198243, author={Wennmann, Markus and Ming, Wenlong and Bauer, Fabian and Chmelik, Jiri and Klein, André and Uhlenbrock, Charlotte and Gr{\"o}zinger, Martin and Kahl, Kim-Celine and Nonnenmacher, Tobias and Debic, Manuel and Hielscher, Thomas and Thierjung, Heidi and Rotkopf, Lukas Thomas and Stanczyk, Nikolas and Sauer, Sandra and Jauch, Anna and G{\"o}tz, Michael and Kurz, Felix T. and Schlamp, Kai and Horger, Marius and Afat, Saif and Besemer, Britta and Hoffmann, Martin and Hoffend, Johannes and Kraemer, Doris and Graeven, Ullrich and Ringelstein, Adrian and Bonekamp, David and Kleesiek, Jens Philipp and Floca, Ralf and Hillengass, Jens and Mai, Elias K. and Weinhold, Niels and Weber, Tim and Goldschmidt, Hartmut and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H. and Delorme, Stefan and Neher, Peter}, title={Prediction of bone marrow biopsy results from MRI in multiple myeloma patients using deep learning and radiomics}, year={2023}, pages={754-765}, language={eng}, issn={1536-0210}, volume={58}, number={10 vom: Okt.}, note={Gesehen am 08.04.2024}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000986}, } @article{UBHD-68938290, author={Wennmann, Markus and Thierjung, Heidi and Bauer, Fabian and Weru, Vivienn and Hielscher, Thomas and Gr{\"o}zinger, Martin and Gnirs, Regula and Sauer, Sandra and Goldschmidt, Hartmut and Weinhold, Niels and Bonekamp, David and Schlemmer, Heinz-Peter and Weber, Tim and Delorme, Stefan and Rotkopf, Lukas Thomas}, title={Repeatability and reproducibility of ADC measurements and MRI signal intensity measurements of bone marrow in monoclonal plasma cell disorders}, subtitle={a prospective bi-institutional multiscanner, multiprotocol study}, year={2022}, pages={272-281}, language={eng}, issn={1536-0210}, volume={57}, number={4 vom: Apr.}, note={Received for publication July 31, 2021; and accepted for publication, after revision, September 7, 2021 ; Gesehen am 06.07.2022}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000838}, }