Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Netzahualcoyotl Hernandez-Cruz"'
Publikováno v:
Big Data and Cognitive Computing, Vol 8, Iss 9, p 99 (2024)
Federated learning is an emerging technology that enables the decentralised training of machine learning-based methods for medical image analysis across multiple sites while ensuring privacy. This review paper thoroughly examines federated learning r
Externí odkaz:
https://doaj.org/article/50f7ba2a9f1a43fc8049d951607ec1f7
Publikováno v:
Applied Sciences, Vol 11, Iss 16, p 7660 (2021)
Transfer learning is a growing field that can address the variability of activity recognition problems by reusing the knowledge from previous experiences to recognise activities from different conditions, resulting in the leveraging of resources such
Externí odkaz:
https://doaj.org/article/b027f9e33f864417bb1de6418d9545b5
Autor:
Dagoberto Cruz-Sandoval, Jessica Beltran-Marquez, Matias Garcia-Constantino, Luis A. Gonzalez-Jasso, Jesus Favela, Irvin Hussein Lopez-Nava, Ian Cleland, Andrew Ennis, Netzahualcoyotl Hernandez-Cruz, Joseph Rafferty, Jonathan Synnott, Chris Nugent
Publikováno v:
Sensors, Vol 19, Iss 14, p 3035 (2019)
Activity recognition, a key component in pervasive healthcare monitoring, relies on classification algorithms that require labeled data of individuals performing the activity of interest to train accurate models. Labeling data can be performed in a l
Externí odkaz:
https://doaj.org/article/05f9bede14e84735b2a69b9eb9783fc3
Publikováno v:
Applied Sciences
Volume 11
Issue 16
Applied Sciences, Vol 11, Iss 7660, p 7660 (2021)
Volume 11
Issue 16
Applied Sciences, Vol 11, Iss 7660, p 7660 (2021)
Transfer learning is a growing field that can address the variability of activity recognition problems by reusing the knowledge from previous experiences to recognise activities from different conditions, resulting in the leveraging of resources such
Publikováno v:
Sn Computer Science
Coronavirus disease 2019 (COVID-19) has accounted for millions of causalities. While it affects not only individuals but also our collective healthcare and economic systems, testing is insufficient and costly hampering efforts to deal with the pandem
Autor:
Luis A. Gonzalez-Jasso, Ian Cleland, Dagoberto Cruz-Sandoval, Joseph Rafferty, Andrew Ennis, Chris D. Nugent, Matias Garcia-Constantino, Irvin Hussein Lopez-Nava, Jesus Favela, Jessica Beltran-Marquez, Jonathan Synnott, Netzahualcoyotl Hernandez-Cruz
Publikováno v:
Sensors, Vol 19, Iss 14, p 3035 (2019)
Sensors
Volume 19
Issue 14
Sensors (Basel, Switzerland)
Sensors
Volume 19
Issue 14
Sensors (Basel, Switzerland)
Activity recognition, a key component in pervasive healthcare monitoring, relies on classification algorithms that require labeled data of individuals performing the activity of interest to train accurate models. Labeling data can be performed in a l
Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia
Autor:
Matias Garcia-Constantino, Jesus Favela, Netzahualcoyotl Hernandez-Cruz, Dagoberto Cruz-Sandoval, Jonathan Synnott, Jessica Beltran-Marquez, Irvin Hussein Lopez-Nava, Ian Cleland, Andrew Ennis, Chris D. Nugent, Joseph Rafferty
Publikováno v:
PervasiveHealth
Patients with dementia often suffer from stress episodes that escalate to anxiety. This paper presents a feasibility study of using environmental smart microphones to detect anxiety in patients with dementia. It is based on the identified auditory ma
Autor:
Joseph Rafferty, Jesus Favela, Jessica Beltran-Marquez, Irvin Hussein Lopez-Nava, Dagoberto Cruz-Sandoval, Jonathan Synnott, Andrew Ennis, Chris D. Nugent, Netzahualcoyotl Hernandez-Cruz, Ian Cleland, Matias Garcia-Constantino
Publikováno v:
PerCom Workshops
Data annotation is the process of segmenting and labelling any type of data (images, audio or text). It is an important task for producing reliable datasets that can be used to train machine learning algorithms for the purpose of Activity Recognition
Experiencing constant physical fatigue represents a sign of frailty among the elderly, a symptom that is characterized by a progressive deterioration of physical and mental capacity. Fatigue assessment is often performed through clinical studies, phy
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4184ee0dc4ea51132c8ca2a94a33960e
https://doi.org/10.1016/b978-0-12-812130-6.00009-3
https://doi.org/10.1016/b978-0-12-812130-6.00009-3
Autor:
Jessica Beltran-Marquez, Bert Arnrich, Jesus Favela, Joseph Rafferty, Matias Garcia-Constantino, Pascal Hecker, Ian Cleland, Netzahualcoyotl Hernandez-Cruz, Ian McChesney, Irvin Hussein Lopez-Nava
Publikováno v:
EAI Endorsed Transactions on Pervasive Health and Technology, Vol 5, Iss 19 (2019)
INTRODUCTION: Dementia is a syndrome characterised by a decline in memory, language, and problem-solving thataffects the ability of patients to perform everyday activities. Patients with dementia tend to experience episodes of anxietyand remain for e