Zobrazeno 1 - 10
of 188
pro vyhledávání: '"Diego H Milone"'
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images
Autor:
Nicolás Gaggion, Candelaria Mosquera, Lucas Mansilla, Julia Mariel Saidman, Martina Aineseder, Diego H. Milone, Enzo Ferrante
Publikováno v:
Scientific Data, Vol 11, Iss 1, Pp 1-13 (2024)
Abstract The development of successful artificial intelligence models for chest X-ray analysis relies on large, diverse datasets with high-quality annotations. While several databases of chest X-ray images have been released, most include disease dia
Externí odkaz:
https://doaj.org/article/304d58aee514463c9ae4192011d2fc4d
Publikováno v:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 32, Pp 2346-2355 (2024)
Motor imagery-based Brain-Computer Interfaces (MI-BCIs) have gained a lot of attention due to their potential usability in neurorehabilitation and neuroprosthetics. However, the accurate recognition of MI patterns in electroencephalography signals (E
Externí odkaz:
https://doaj.org/article/d9067cc0dfc844de88495be9afb91f75
Publikováno v:
Network Neuroscience, Pp 1-17 (2022)
AbstractTheories for autism spectrum disorder (ASD) have been formulated at different levels, ranging from physiological observations to perceptual and behavioral descriptions. Understanding the physiological underpinnings of perceptual traits in ASD
Externí odkaz:
https://doaj.org/article/b7550fd42deb490084452a955f8069f3
Autor:
José O. Chelotti, Sebastián R. Vanrell, Luciano S. Martinez-Rau, Julio R. Galli, Santiago A. Utsumi, Alejandra M. Planisich, Suyai A. Almirón, Diego H. Milone, Leonardo L. Giovanini, H. Leonardo Rufiner
Publikováno v:
Biosystems Engineering. 229:69-84
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2a05d039af12ec4a403e8c5af5a8f63b
https://doi.org/10.1016/j.biosystemseng.2023.03.014
https://doi.org/10.1016/j.biosystemseng.2023.03.014
Autor:
Sebastián R. Vanrell, José O. Chelotti, Leandro A. Bugnon, H. Leonardo Rufiner, Diego H. Milone, Emilio A. Laca, Julio R. Galli
Publikováno v:
Data in Brief, Vol 30, Iss , Pp 105623- (2020)
This dataset is composed of correlated audio recordings and labels of ingestive jaw movements performed during grazing by dairy cattle. Using a wireless microphone, we recorded sounds of three Holstein dairy cows grazing short and tall alfalfa and sh
Externí odkaz:
https://doaj.org/article/d46da67772ce42229035ddcf60c920b8
Publikováno v:
IEEE transactions on medical imaging.
Anatomical segmentation is a fundamental task in medical image computing, generally tackled with fully convolutional neural networks which produce dense segmentation masks. These models are often trained with loss functions such as cross-entropy or D
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::62682faf87f79b40784c8918da927c9d
https://pubmed.ncbi.nlm.nih.gov/36423313
https://pubmed.ncbi.nlm.nih.gov/36423313
Unsupervised learning of node representations from knowledge graphs is critical for numerous downstream tasks, ranging from large-scale graph analysis to measuring semantic similarity between nodes. This study presents gGN as a novel representation t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0a4f15b50917f0ae61c25d3c563325e7
https://doi.org/10.1101/2022.11.15.516704
https://doi.org/10.1101/2022.11.15.516704
Correlation coefficients are widely used to identify patterns in data that may be of particular interest. In transcriptomics, genes with correlated expression often share functions or are part of disease-relevant biological processes. Here we introdu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1a6e97eeda851b96a13d7ef673618cfc
https://doi.org/10.1101/2022.06.15.496326
https://doi.org/10.1101/2022.06.15.496326
Publikováno v:
IEEE/ACM transactions on computational biology and bioinformatics.
The computational methods for the prediction of gene function annotations aim to automatically find associations between a gene and a set of Gene Ontology (GO) terms describing its functions. Since the hand-made curation process of novel annotations
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9ef6793fcc0bfe71ffa0a8adccad3781
https://pubmed.ncbi.nlm.nih.gov/35417352
https://pubmed.ncbi.nlm.nih.gov/35417352
Publikováno v:
IEEE Transactions on Neural Networks and Learning Systems. 31:2857-2867
In the postgenome era, many problems in bioinfor-matics have arisen due to the generation of large amounts ofimbalanced data. In particular, the computational classificationof precursor microRNA (pre-miRNA) involves a high imbalancein the classes. Fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bf3669f98da661407fdc81ad5f91516d
https://doi.org/10.1109/tnnls.2019.2914471
https://doi.org/10.1109/tnnls.2019.2914471