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Potential of high dimensional radiomic features to assess blood components in intraaortic vessels in non-contrast CT scans

2021 . Mahmoudi, Scherwin | Martin, Simon S. | Ackermann, Jörg | Zhdanovich, Yauheniya | Koch, Ina | Vogl, Thomas J. | Albrecht, Moritz H. | Lenga, Lukas | Bernatz, Simon

Machine learning identifies ICU outcome predictors in a multicenter COVID-19 cohort

Five weeks of intermittent transcutaneous vagus nerve stimulation shape neural networks: a machine learning approach

2021 . Obst, Martina. A. | Al-Zubaidi, Arkan | Heldmann, Marcus | Nolde, Janis Marc | Blümel, Nick | Kannenberg, Swantje | Münte, Thomas

Detection of liver cirrhosis in standard T2-weighted MRI using deep transfer learning

2021 . Nowak, Sebastian | Mesropyan, Narine | Faron, Anton | Block, Wolfgang | Reuter, Martin | Attenberger, Ulrike I. | Luetkens, Julian A. | Sprinkart, Alois M

Subtyping non-small cell lung cancer by histology-guided spatial metabolomics

2021 . Neumann, Judith Martha | Freitag, Hinrich | Hartmann, Jasmin Saskia | Niehaus, Karsten | Galanis, Michail | Griesshammer, Martin | Kellner, Udo | Bednarz, Hanna

Machine Outputs Must Be Checked

2021 . Kellner, Elias | Urbach, Horst

Radiomics for prediction of radiation-induced lung injury and oncologic outcome after robotic stereotactic body radiotherapy of lung cancer: results from two independent institutions

2021 . Bousabarah, Khaled | Blanck, Oliver | Temming, Susanne | Wilhelm, Maria-Lisa | Hoevels, Mauritius | Baus, Wolfgang W. | Ruess, Daniel | Visser-Vandewalle, Veerle | Ruge, Maximilian I. | Treuer, Harald | Kocher, Martin