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Improved image quality through deep learning acceleration of gradient-echo acquisitions in uterine MRI: first application with the female pelvis by Hausmann, Daniel (Author) , Marketin, Antonio (Author) , Rotzinger, Roman (Author) , Heimer, Jakob (Author) , Nickel, Dominik (Author) , Weiland, Elisabeth (Author) , Kubik-Huch, Rahel A. (Author) ,

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Paved or unpaved?: A deep learning derived road surface global dataset from mapillary street-view imagery by Randhawa, Sukanya (Author) , Aygün, Eren (Author) , Randhawa, Guntaj (Author) , Herfort, Benjamin (Author) , Lautenbach, Sven (Author) , Zipf, Alexander (Author) ,

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Diagnostic value of magnetic resonance imaging radiomics and machine-learning in grading soft tissue sarcoma: a mini-review on the current state by Schmitz, Fabian (Author) , Sedaghat, Sam (Author) ,

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LI-RADS-based hepatocellular carcinoma risk mapping using contrast-enhanced MRI and self-configuring deep learning by Stollmayer, Róbert (Author) , Güven, Selda (Author) , Heidt, Christian (Author) , Schlamp, Kai (Author) , Kaposi, Pál Novák (Author) , Stackelberg, Oyunbileg von (Author) , Kauczor, Hans-Ulrich (Author) , Klauß, Miriam (Author) , Mayer, Philipp (Author) ,

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Enhancing generalization in whole-body MRI-based deep learning models: a novel data augmentation pipeline for cross-platform adaptation by Díaz-Peregrino, Roberto (Author) , Robles, Fabian Torres (Author) , Gonzalez, German (Author) , Palma, Roberto (Author) , Escalante-Ramirez, Boris (Author) , Olveres, Jimena (Author) , Reyes-Gonzalez, Juan P. (Author) , Gomez-Coeto, Jose A. (Author) , Rodriguez-Herrera, Carlos A. (Author) ,

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Prediction of disease severity in COPD: a deep learning approach for anomaly-based quantitative assessment of chest CT by Almeida, Silvia D. (Author) , Norajitra, Tobias (Author) , Lüth, Carsten T. (Author) , Wald, Tassilo (Author) , Weru, Vivienn (Author) , Nolden, Marco (Author) , Jäger, Paul F. (Author) , Stackelberg, Oyunbileg von (Author) , Heußel, Claus Peter (Author) , Weinheimer, Oliver (Author) , Biederer, Jürgen (Author) , Kauczor, Hans-Ulrich (Author) , Maier-Hein, Klaus H. (Author) ,

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Deep learning-accelerated image reconstruction in back pain-MRI imaging: reduction of acquisition time and improvement of image quality by Estler, Arne (Author) , Hauser, Till-Karsten (Author) , Brunnée, Merle (Author) , Zerweck, Leonie (Author) , Richter, Vivien (Author) , Knoppik, Jessica (Author) , Örgel, Anja (Author) , Bürkle, Eva (Author) , Adib, Sasan Darius (Author) , Hengel, Holger (Author) , Nikolaou, Konstantin (Author) , Ernemann, Ulrike (Author) , Gohla, Georg (Author) ,

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Deep learning accelerated image reconstruction of fluid-attenuated inversion recovery sequence in brain imaging: reduction of acquisition time and improvement of image quality by Estler, Arne (Author) , Hauser, Till-Karsten (Author) , Mengel, Annerose (Author) , Brunnée, Merle (Author) , Zerweck, Leonie (Author) , Richter, Vivien (Author) , Zuena, Mario (Author) , Schuhholz, Martin (Author) , Ernemann, Ulrike (Author) , Gohla, Georg (Author) ,

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Efficient deep learning at inference time for gram stained image classification by Kim, Hee Eun (Author)

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Deep learning in cancer genomics and histopathology by Unger, Michaela (Author) , Kather, Jakob Nikolas (Author) ,

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A systematic analysis of deep learning in genomics and histopathology for precision oncology by Unger, Michaela (Author) , Kather, Jakob Nikolas (Author) ,

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Generalizable surgical scene segmentation of hyperspectral images by Sellner, Jan (Author)

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Efficient deep learning at inference time for gram stained image classification by Kim, Hee Eun (Author)

Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging by Qasim, Ahmad Bin (Author) , Motta, Alessandro (Author) , Studier-Fischer, Alexander (Author) , Sellner, Jan (Author) , Ayala, Leonardo (Author) , Hübner, Marco (Author) , Bressan, Marc (Author) , Özdemir, Berkin (Author) , Kowalewski, Karl-Friedrich (Author) , Nickel, Felix (Author) , Seidlitz, Silvia (Author) , Maier-Hein, Lena (Author) ,

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Generalizable surgical scene segmentation of hyperspectral images by Sellner, Jan (Author)

Artificial intelligence-based, volumetric assessment of the bone marrow metabolic activity in (18F)FDG PET/CT predicts survival in multiple myeloma by Sachpekidis, Christos (Author) , Enqvist, Olof (Author) , Ulén, Johannes (Author) , Kopp-Schneider, Annette (Author) , Pan, Leyun (Author) , Mai, Elias K. (Author) , Hajiyianni, Marina (Author) , Merz, Maximilian (Author) , Raab, Marc-Steffen (Author) , Jauch, Anna (Author) , Goldschmidt, Hartmut (Author) , Edenbrandt, Lars (Author) , Dimitrakopoulou-Strauss, Antonia (Author) ,

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AI-based automated detection and stability analysis of traumatic vertebral body fractures on computed tomography by Polzer, Constanze (Author) , Yilmaz, Eren (Author) , Meyer, Carsten (Author) , Jang, Hyungseok (Author) , Jansen, Olav (Author) , Lorenz, Cristian (Author) , Bürger, Christian (Author) , Glüer, Claus-Christian (Author) , Sedaghat, Sam (Author) ,

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Cross-lingual single-document abstractive summarization for science journalism by Fatima, Mehwish (Author)

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Cross-lingual single-document abstractive summarization for science journalism by Fatima, Mehwish (Author)

Multistep networks for deformable multimodal medical image registration by Strittmatter, Anika (Author) , Zöllner, Frank G. (Author) ,

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