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Machine learning assisted feature identification and prediction of hemodynamic endpoints using computed tomography in patients with CTEPH

2023 . Gawlitza, Joshua | Endres, Sophie | Fries, Peter | Graf, Markus | Wilkens, Heinrike | Stroeder, Jonas | Buecker, Arno | Massmann, Alexander | Ziegelmayer, Sebastian

Diagnostic performance of Node Reporting and Data System (Node-RADS) for regional lymph node staging of gastric cancer by CT

2023 . Loch, Florian N. | Beyer, Katharina | Kreis, Martin E. | Kamphues, Carsten | Rayya, Wael | Schineis, Christian | Jahn, Janosch | Tronser, Moritz | Elsholtz, Fabian H. J. | Hamm, Bernd | Reiter, Rolf

Dual-layer dual-energy CT-derived pulmonary perfusion for the differentiation of acute pulmonary embolism and chronic thromboembolic pulmonary hypertension

2023 . Gertz, Roman Johannes | Gerhardt, Felix | Pienn, Michael | Lennartz, Simon | Kröger, Jan Robert | Caldeira, Liliana | Pennig, Lenhard | Schömig, Thomas Henning | Hokamp, Nils Große | Maintz, David | Rosenkranz, Stephan | Bunck, Alexander Christian

Improvement of Neurovascular Imaging Using Ultra-High-Resolution Computed Tomography Angiography

2023 . Ucar, Felix A. | Frenzel, Marius | Kronfeld, Andrea | Altmann, Sebastian | Sanner, Antoine P. | Mercado, Mario Alberto Abello | Uphaus, Timo | Brockmann, Marc A. | Othman, Ahmed E.

Prediction of disease severity in COPD: a deep learning approach for anomaly-based quantitative assessment of chest CT

2023 . Dias Almeida, Silvia | Norajitra, Tobias | Lüth, Carsten T. | Wald, Tassilo | Weru, Vivienn | Nolden, Marco | Jäger, Paul F. | von Stackelberg, Oyunbileg | Heußel, Claus Peter | Weinheimer, Oliver | Biederer, Jürgen | Kauczor, Hans-Ulrich | Maier-Hein, Klaus

Ruling out COVID-19 by chest CT at emergency admission when prevalence is low: the prospective, observational SCOUT study

2021 . Teichgräber, Ulf | Malouhi, Amer | Ingwersen, Maja | Neumann, Rotraud | Reljic, Marina | Deinhardt-Emmer, Stefanie | Löffler, Bettina | Behringer, Wilhelm | Lewejohann, Jan-Christoph | Stallmach, Andreas | Reuken, Philipp

Accuracy and Prognostic Role of NCCT-ASPECTS Depend on Time from Acute Stroke Symptom-onset for both Human and Machine-learning Based Evaluation

2021 . Potreck, A. | Weyland, C. S. | Seker, F. | Neuberger, U. | Herweh, C. | Hoffmann, A. | Nagel, S. | Bendszus, M. | Mutke, M. A.

Evaluation of computed tomography settings in the context of visualization and discrimination of low dose injections of a novel liquid soft tissue fiducial marker in head and neck imaging

2021 . Steybe, David | Poxleitner, Philipp | Voss, Pit Jacob | Metzger, Marc Christian | Schmelzeisen, Rainer | Bamberg, Fabian | Kim, Suam | Russe, Maximilian Frederik

Commercial AI solutions in detecting COVID-19 pneumonia in chest CT: not yet ready for clinical implementation?

2021 . Jungmann, Florian | Müller, Lukas | Hahn, Felix | Weustenfeld, Maximilian | Dapper, Ann-Kathrin | Mähringer-Kunz, Aline | Graafen, Dirk | Düber, Christoph | Schafigh, Darius | Pinto dos Santos , Daniel | Mildenberger, Peter | Kloeckner, Roman

Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks

2021 . Iuga, Andra-Iza | Carolus, Heike | Höink, Anna J. | Brosch, Tom | Klinder, Tobias | Maintz, David | Persigehl, Thorsten | Baeßler, Bettina | Püsken, Michael

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