Zobrazeno 1 - 9 of 9 pro vyhledávání: '"Daniele Panfilo"'
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Akademický článek
A Deep Learning-Based Pipeline for the Generation of Synthetic Tabular Data
Autor: Daniele Panfilo, Alexander Boudewijn, Sebastiano Saccani, Andrea Coser, Borut Svara, Carlo Rossi Chauvenet, Ciro Antonio Mami, Eric Medvet
Publikováno v: IEEE Access, Vol 11, Pp 63306-63323 (2023)
The recent and rapid progresses in Machine Learning (ML) tools and methodologies paved the way for an accessible market of ML services. In principle, small and medium-sized enterprises, as well as big companies, could act as providers and consumers o
Externí odkaz: https://doaj.org/article/7a1074ef5a0140e1a3fc8511d47bd3ea
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4
Reconstruction of an 8-lead surface ECG from two subcutaneous ICD vectors
Autor: Berthold Stegemann, David G. Wilson, Daniele Panfilo, Saul E Greenhut, John M. Morgan, Peter L Cronbach
Publikováno v: International Journal of Cardiology. 236:194-197
Introduction Techniques exist which allow surface ECGs to be reconstructed from reduced lead sets. We aimed to reconstruct an 8-lead ECG from two independent S-ICD sensing electrodes vectors as proof of this principle. Methods Participants with ICDs
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7506bd9c8454ecfcbead7b171d4aa592
https://doi.org/10.1016/j.ijcard.2017.01.117
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5
Electrode positions, transformation coordinates for ECG reconstruction from S-ICD vectors
Autor: Saul E Greenhut, John M. Morgan, Peter L Cronbach, Daniele Panfilo, Berthold Stegemann, David G. Wilson
Publikováno v: Data in Brief, Vol 11, Iss C, Pp 611-616 (2017)
Data in Brief
The article contains data pertaining to the reconstruction of an 8-lead ECG from 2 subcutaneous implantable cardioverter defibrillator vectors. The location of electrodes on the precordium required for the data collection are detailed; the flow chart
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cc7caeb6281210324f7c0ed2d6ff76cf
http://www.sciencedirect.com/science/article/pii/S2352340917300604
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8
Abstract 13578: 12-Lead Electrocardiograms Can Be Reconstructed Using the 3 Electrodes of a Subcutaneous Implantable Cardioverter Defibrillator
Autor: Peter L Cronbach, David G Wilson, Saul E Greenhut, Berthold Stegemann, Daniele Panfilo, John M Morgan
Publikováno v: Circulation. 132
Background: Data from reduced lead ECG configurations can be transformed to reconstruct a 12-lead ECG. The sensing electrodes of a subcutaneous ICD (S-ICD) could provide a suitable basis for such a system. Reconstruction of a 12-lead ECG from convent
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::577e2ae5643ba4f0c4eda518c18aef36
https://doi.org/10.1161/circ.132.suppl_3.13578
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9
Mosaic images segmentation using U-net
Autor: Felice Andrea Pellegrino, Gianfranco Fenu, Daniele Panfilo, Eric Medvet
Publikováno v: Scopus-Elsevier
ICPRAM
We consider the task of segmentation of images of mosaics, where the goal is to segment the image in such a way that each region corresponds exactly to one tile of the mosaic. We propose to use a recent deep learning technique based on a kind of conv
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::28ad2c112f292b123622e24c4cd91048
http://www.scopus.com/inward/record.url?eid=2-s2.0-85082986337&partnerID=MN8TOARS
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