Papers matching “deep learning training data” 346
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Structural and functional radiomics for lung cancer2021 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Guangyao Wu, Arthur Jochems, Turkey Refaee, Abdalla Ibrahim, Chenggong Yan, Sebastian Sanduleanu, +2 more
136citations -
Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows2021 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Zeyu Lian, Dominik Denker, Marco Davidovic, Konstantin Kleinheinz, +2 more
150citations -
Extracting structured information from unstructured histopathology reports using generative pre‐trained transformer 4 ( GPT ‐4)2023 The Journal of Pathology article Medicine Artificial Intelligence in Healthcare and Education Open access
Daniel Truhn, Chiara ML Loeffler, Gustav Anton Müller‐Franzes, Sven Nebelung, Katherine Jane Hewitt, Sebastian Brandner, +3 more
122citations -
Automated Analysis of Alignment in Long-Leg Radiographs by Using a Fully Automated Support System Based on Artificial Intelligence2020 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Justus Schock, Daniel Truhn, Daniel Benjamin Abrar, Dorit Merhof, Stefan Conrad, Manuel Post, +3 more
78citations -
Clinical Validation of Computer-Aided Diagnosis Software for Preventing Retained Surgical Sponges2024 Journal of the American College of Surgeons article Medicine Hemostasis and retained surgical items
Ken Kurisaki, Akihiko Soyama, Shin Hamauzu, Masahiko G. Yamada, Kunihito Matsuguma, Enzo Kerkhof, +3 more
3citations -
Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, +2 more
33citations -
Reliable detection of focal onset impaired awareness seizures in patients with epilepsy using wearable ECG: Development and validation study2026 Computer Methods and Programs in Biomedicine article Medicine ECG Monitoring and Analysis Open access
Mohamed Alhaskir, Ekaterina Kutafina, Florian Linke, Florian P. Fischer, Elisabeth Schriewer, Stephan Lauxmann, +13 more
3citations -
Fully Automated 3D Vestibular Schwannoma Segmentation with and without Gadolinium-based Contrast Material: A Multicenter, Multivendor Study2022 Radiology Artificial Intelligence article Neuroscience Brain Tumor Detection and Classification Open access
Olaf M. Neve, Yunjie Chen, Qian Tao, Stephan R. Romeijn, Nick P. de Boer, Willem Grootjans, +6 more
42citations -
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge2025 The Journal of Machine Learning for Biomedical Imaging article Computer Science Brain Tumor Detection and Classification Open access
Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Pierre Nedelec, Nourel Hoda Tahon, +87 more
31citations -
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams2023 IFAC-PapersOnLine article Engineering Additive Manufacturing Materials and Processes Open access
Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more
5citations