Papers matching “deep learning image classification” 199
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Uncertainty Estimation in Medical Image Classification: Systematic Review2022 JMIR Medical Informatics review Medicine Artificial Intelligence in Healthcare and Education Open access
Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, +2 more
81citations -
Revealing Unforeseen Diagnostic Image Features With Deep Learning by Detecting Cardiovascular Diseases From Apical 4‐Chamber Ultrasounds2022 Journal of the American Heart Association article Health Professions Artificial Intelligence in Healthcare Open access
Li‐Hsin Cheng, Pablo B. J. Bosch, Rutger F. H. Hofman, Timo B. Brakenhoff, Eline F. Bruggemans, Rob J. van der Geest, +1 more
14citations -
Rheumatoid arthritis classification and prediction by consistency-based deep learning using extremity MRI scans2024 Biomedical Signal Processing and Control article Medicine Rheumatoid Arthritis Research and Therapies Open access
Yanli Li, Tahereh Hassanzadeh, Denis P. Shamonin, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
16citations -
Parçacık sürü optimizasyonu destekli derin öğrenme ile gül yaprağı hastalık tespiti [Rose Leaf Disease Detection with Particle Swarm Optimization-Assisted Deep Learning]0citations
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Deep Transfer Learning Approach for Automatic Recognition of Drug Toxicity and Inhibition of SARS-CoV-22021 Viruses article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent
Raphael M. Kronberg, Paweł Stachura, Philipp Niklas Ostermann, Lisa Müller, Heiner Schaal, Sanil Bhatia, +5 more
18citations -
Deep learning–based molecular morphometrics for kidney biopsies2021 JCI Insight article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Marina Zimmermann, Martin Klaus, Milagros N. Wong, Ann-Katrin Thebille, Lukas Gernhold, Christoph Kuppe, +13 more
48citations -
Deep learning detects premalignant lesions in the Fallopian tube2024 npj Women s Health article Computer Science AI in cancer detection Open access cited by 1 patent
Joep M. A. Bogaerts, John‐Melle Bokhorst, Michiel Simons, Majke H.D. van Bommel, Miranda P. Steenbeek, Joanne A. de Hullu, +17 more
12citations -
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study8citations
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Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access cited by 1 patent
Mathé T. Zeegers, Daniël M. Pelt, Tristan van Leeuwen, Robert van Liere, Kees Joost Batenburg
11citations