Impact of Annotation Noise on Histopathology Nucleus Segmentation

Autor: Schilling Marcel P., Ahuja Niket, Rettenberger Luca, Scherr Tim, Reischl Markus

Publikováno v: Current Directions in Biomedical Engineering, Vol 8, Iss 2, Pp 197-200 (2022)

Deep learning is often used for automated diagnosis support in biomedical image processing scenarios. Annotated datasets are essential for the supervised training of deep neural networks. The problem of consistent and noise-free annotation remains fo

Externí odkaz: https://doaj.org/article/a568d9279ca74186854406b7c3ef2d03

KaIDA: a modular tool for assisting image annotation in deep learning

Autor: Schilling Marcel P., Schmelzer Svenja, Klinger Lukas, Reischl Markus

Publikováno v: Journal of Integrative Bioinformatics, Vol 19, Iss 4, Pp 128-44 (2022)

Deep learning models achieve high-quality results in image processing. However, to robustly optimize parameters of deep neural networks, large annotated datasets are needed. Image annotation is often performed manually by experts without a comprehens

Externí odkaz: https://doaj.org/article/9e5c426941d541ddb3761db86b104779

Sevilla, Julia; Cantera, Jesús (dirs.), 1001 refranes españoles con su correspondencia en alemán, árabe, francés, inglés, italiano, polaco, provenzal y ruso

Autor: Schilling, Mª Luisa

Publikováno v: Revista de Filología Alemana; Nr. 9 (2001); 267
Revista de Filología Alemana; No. 9 (2001); 267
Revista de Filología Alemana; Núm. 9 (2001); 267
Revistas Científicas Complutenses
Universidad Complutense de Madrid (UCM)
Revista de Filología Alemana; No 9 (2001); 267

Sin resumen

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::0a8a960fa944bc60c4aaa874f95cf349
https://revistas.ucm.es/index.php/RFAL/article/view/RFAL0101110267A

Behavioral teratologic effects of prenatal exposure to continuous-wave ultrasound in unanesthetized rats

Autor: Ellis Ds, William D. O'Brien, Smith Nb, Schilling Ma, Richard A. Meyer, Acuff-Smith Kd, Fisher Je, Charles V. Vorhees

Publikováno v: Teratology. 50(3)

While there are no known risks associated with diagnostic ultrasound, uncertainty about the safety of prenatal ultrasound exposure remains. The purpose of the present experiment was to evaluate the behavioral teratogenic potential of continuous-wave

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9257c0f65a85b92be29c509427b78f74
https://pubmed.ncbi.nlm.nih.gov/7871488

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