Zobrazeno 1 - 10
of 105
pro vyhledávání: '"Paolo Favaro"'
Autor:
Luigi Fiorillo, Giuliana Monachino, Julia van der Meer, Marco Pesce, Jan D. Warncke, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Paolo Favaro, Francesca D. Faraci
Publikováno v:
npj Digital Medicine, Vol 6, Iss 1, Pp 1-9 (2023)
Abstract AASM guidelines are the result of decades of efforts aiming at standardizing sleep scoring procedure, with the final goal of sharing a worldwide common methodology. The guidelines cover several aspects from the technical/digital specificatio
Externí odkaz:
https://doaj.org/article/01eb57002a1e48c58a4a4acaa23e06d7
Publikováno v:
Fiorillo, Luigi; Pedroncelli, Davide; Agostini, Valentina; Favaro, Paolo; Faraci, Francesca Dalia (2023). Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring. Sleep, 46(5) Oxford University Press 10.1093/sleep/zsad028
Study Objectives Inter-scorer variability in scoring polysomnograms is a well-known problem. Most of the existing automated sleep scoring systems are trained using labels annotated by a single-scorer, whose subjective evaluation is transferred to the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2ef2dc29d46d83c5a543f06a209b5190
Publikováno v:
IEEE Signal Processing Letters. 29:1237-1241
Autor:
Luigi Fiorillo, Giuliana Monachino, Julia van der Meer, Marco Pesce, Jan Warncke, Markus Schmidt, Claudio Bassetti, Athina Tzovara, Paolo Favaro, Francesca Faraci
AASM guidelines are the results of decades of efforts aiming at standardizing sleep scoring procedure, in order to have a commonly used methodology. The guidelines cover several aspects from the technical/digital specifications, e.g., recommended EEG
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2c69fa1f5beb17d085051a1de797ee2b
https://doi.org/10.21203/rs.3.rs-2088160/v1
https://doi.org/10.21203/rs.3.rs-2088160/v1
Autor:
Aram Davtyan, Paolo Favaro
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031197895
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1b4aa5f2c7969bc17b9975eb517f441f
https://doi.org/10.1007/978-3-031-19790-1_5
https://doi.org/10.1007/978-3-031-19790-1_5
Publikováno v:
Fiorillo, Luigi; Favaro, Paolo; Faraci, Francesca Dalia (2021). DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates. IEEE transactions on neural systems and rehabilitation engineering, 29, pp. 2076-2085. IEEE 10.1109/TNSRE.2021.3117970
Deep learning is widely used in the most recent automatic sleep scoring algorithms. Its popularity stems from its excellent performance and from its ability to process raw signals and to learn feature directly from the data. Most of the existing scor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::471442308f19d20e00a3a0a32f3f6cad
http://arxiv.org/abs/2108.10600
http://arxiv.org/abs/2108.10600
Autor:
Tobias Lasser, Paolo Favaro, Burcu Guner-Ataman, Panagiotis Symvoulidis, Josué Page Vizcaíno, Edward S. Boyden, Zeguan Wang
Publikováno v:
ICCP
Light Field Microscopy (LFM) is a scan-less 3D imaging technique capable of capturing fast biological processes, such as neural activity in zebrafish. However, current methods to recover a 3D volume from the raw data require long reconstruction times
Publikováno v:
Chrysos, Grigorios; Favaro, Paolo; Zafeiriou, Stefanos (2018). Motion Deblurring of Faces. International journal of computer vision, 127(6-7), pp. 801-823. Springer 10.1007/s11263-018-1138-7
Face analysis lies at the heart of computer vision with remarkable progress in the past decades. Face recognition and tracking are tackled by building invariance to fundamental modes of variation such as illumination, 3D pose. A much less standing mo
We present a novel deep learning approach to reconstruct confocal microscopy stacks from single light field images. To perform the reconstruction, we introduce LFMNet, a fully convolutional neural network architecture inspired by the U-Net design. A
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::37421473d305402add1abbb68558c5be
Autor:
Tom Bishop, Paolo Favaro
Publikováno v:
Computer Vision ISBN: 9783030032432
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::394c1b4a4b2ec8c45569d015ef1a1098
https://doi.org/10.1007/978-3-030-03243-2_771-1
https://doi.org/10.1007/978-3-030-03243-2_771-1