Crowdsourced Emphysema Assessment

Autor: Orting, SN, Cheplygina, Veronika, Thomsen, LH, Wille, MMW, de Bruijne, Marleen, M. Jorge Cardoso, Eric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo Carneiro, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maier-Hein, Stefanie Demirci

Publikováno v: Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis : 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings (Lecture Notes in Computer Science, vol. 10552), 126-135
STARTPAGE=126;ENDPAGE=135;TITLE=Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis : 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings (Lecture Notes in Computer Science, vol. 10552)
Lecture Notes in Computer Science ISBN: 9783319675336
CVII-STENT/LABELS@MICCAI
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis-6th Joint International Workshops, CVII-STENT 2017 and 2nd International Workshop, LABELS 2017 Held in Conjunction with MICCAI 2017, Proceedings: 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings, 126-135
STARTPAGE=126;ENDPAGE=135;TITLE=Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis-6th Joint International Workshops, CVII-STENT 2017 and 2nd International Workshop, LABELS 2017 Held in Conjunction with MICCAI 2017, Proceedings

Classification of emphysema patterns is believed to be useful for improved diagnosis and prognosis of chronic obstructive pulmonary disease. Emphysema patterns can be assessed visually on lung CT scans. Visual assessment is a complex and time-consumi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0f4de6b0820e7208a39bdfee55653911
https://doi.org/10.1007/978-3-319-67534-3_14

Computed tomography‐based artificial intelligence in lung disease—Chronic obstructive pulmonary disease.

Autor: Wang, Fangfei^1,2 (AUTHOR), Li, Sixiang³ (AUTHOR), Gao, Yuanxu^1,4 (AUTHOR) Yuanxu.carl@gmail.com, Li, Shiyue³ (AUTHOR) lishiyue@188.com

Publikováno v: Medcomm: Future Medicine. Mar2024, Vol. 3 Issue 1, p1-10. 10p.

Multiple instance learning for lung pathophysiological findings detection using CT scans.

Autor: Frade, Julieta^1,2 (AUTHOR), Pereira, Tania¹ (AUTHOR) tania.pereira@inesctec.pt, Morgado, Joana^1,3 (AUTHOR), Silva, Francisco^1,2 (AUTHOR), Freitas, Cláudia^4,5 (AUTHOR), Mendes, José^1,2 (AUTHOR), Negrão, Eduardo⁵ (AUTHOR), de Lima, Beatriz Flor⁵ (AUTHOR), Silva, Miguel Correia da⁵ (AUTHOR), Madureira, António J.^4,5 (AUTHOR), Ramos, Isabel^4,5 (AUTHOR), Costa, José Luís^4,6,7 (AUTHOR), Hespanhol, Venceslau^4,5 (AUTHOR), Cunha, António^1,8 (AUTHOR), Oliveira, Hélder P.^1,3 (AUTHOR)

Publikováno v: Medical & Biological Engineering & Computing. Jun2022, Vol. 60 Issue 6, p1569-1584. 16p. 2 Color Photographs, 4 Black and White Photographs, 3 Diagrams, 5 Charts, 1 Graph.

Federated Learning : A Comprehensive Overview of Methods and Applications

Autor: Heiko Ludwig, Nathalie Baracaldo

Federated Learning: A Comprehensive Overview of Methods and Applications presents an in-depth discussion of the most important issues and approaches to federated learning for researchers and practitioners. Federated Learning (FL) is an approach to m