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ORCA-SPY enables killer whale sound source simulation, detection, classification and localization using an integrated deep learning-based segmentation

2023 . Hauer, Christopher | Nöth, Elmar | Barnhill, Alexander | Maier, Andreas | Guthunz, Julius | Hofer, Heribert | Cheng, Rachael Xi | Barth, Volker | Bergler, Christian

Convolutional Neural Network for Fully Automated Cerebellar Volumetry in Children in Comparison to Manual Segmentation and Developmental Trajectory of Cerebellar Volumes

2023 . Sobootian, Daria Juliane | Bronzlik, Paul | Spineli, Loukia M. | Becker, Lena Sophie | Winther, Hinrich Boy | Bültmann, Eva

Ready for testing artificial intelligence in radiology clinical practice: We would do well to be in the front line leveraging their strengths but also highlighting today weaknesses

2023 . Bender, Benjamin

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

Deep learning–based assessment of CT markers of sarcopenia and myosteatosis for outcome assessment in patients with advanced pancreatic cancer after high-intensity focused ultrasound treatment

2023 . Nowak, Sebastian | Kloth, Christoph | Theis, Maike | Marinova, Milka | Attenberger, Ulrike I. | Sprinkart, Alois M. | Luetkens, Julian A.

Deeplasia: deep learning for bone age assessment validated on skeletal dysplasias

Deep learning–based scan range optimization can reduce radiation exposure in coronary CT angiography

2023 . Demircioglu, Aydin | Bos, Denise | Demircioğlu, Ender | Qaadan, Sahar | Glasmachers, Tobias | Bruder, Oliver | Umutlu, Lale | Nassenstein, Kai

Hyperspectral imaging and artificial intelligence to detect oral malignancy – part 1 - automated tissue classification of oral muscle, fat and mucosa using a light-weight 6-layer deep neural network

2021 . Thiem, Daniel | Römer, Paul | Gielisch, Matthias | Al-Nawas, Bilal | Schlüter, Martin | Plaß, Bastian | Kämmerer, Peer W.

Deep learning for cephalometric landmark detection: systematic review and meta-analysis

2021 . Schwendicke, Falk | Chaurasia, Akhilanand | Arsiwala, Lubaina | Lee, Jae-Hong | Elhennawy, Karim | Jost-Brinkmann, Paul-Georg | Demarco, Flavio | Krois, Joachim

DNA methylation-based classification of malformations of cortical development in the human brain

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