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ubiquitous/pervasive computing, video analysis, image analysis, temporal data analysis, transfer learning, federated learning
United Kingdom

Activities

Works (32)

A comprehensive scoping review on machine learning-based fetal echocardiography analysis

Computers in Biology and Medicine
2025-03 | Journal article
Contributors: Netzahualcoyotl Hernandez-Cruz; Olga Patey; Clare Teng; Aris T. Papageorghiou; J. Alison Noble
Source: check_circle
Crossref

Detection of fetal congenital heart defects on three-vessel view ultrasound videos

WFUMB Ultrasound Open
2024-12 | Journal article
Contributors: Netzahualcoyotl Hernandez-Cruz; Olga Patey; Bojana Salovic; Divyanshu Mishra; Md Mostafa Kamal Sarker; Aris Papageorghiou; J. Alison Noble
Source: check_circle
Crossref

OP02.04: Automated segmentation of fetal heart three‐vessel view ultrasound video clips to facilitate prenatal assessment of congenital heart defects

Ultrasound in Obstetrics & Gynecology
2024-09 | Journal article
Part of ISSN: 0960-7692
Part of ISSN: 1469-0705
Contributors: N. Hernandez‐Cruz; O. Patey; T. Adu‐Bredu; E. D'Alberti; J.A. Noble; A. Papageorghiou
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis

Big Data and Cognitive Computing
2024-08-28 | Journal article
Contributors: Netzahualcoyotl Hernandez-Cruz; Pramit Saha; Md Mostafa Kamal Sarker; J. Alison Noble
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

COMFormer: Classification of Maternal–Fetal and Brain Anatomy Using a Residual Cross-Covariance Attention Guided Transformer in Ultrasound

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
2023-11 | Journal article
Contributors: Md Mostafa Kamal Sarker; Vivek Kumar Singh; Mohammad Alsharid; Netzahualcoyotl Hernandez-Cruz; Aris T. Papageorghiou; J. Alison Noble
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

OP06.07: Machine learning‐based detection of fetal anatomical orientation in second trimester ultrasound images

Ultrasound in Obstetrics & Gynecology
2023-10 | Journal article
Part of ISSN: 0960-7692
Part of ISSN: 1469-0705
Contributors: N. Hernandez‐Cruz; D. Mishra; O. Patey; M. Sarker; R. Craik; E. Wilden; J. A. Noble; A. T. Papageorghiou
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring

Journal of Healthcare Informatics Research
2021 | Journal article
Part of ISSN: 2509-498X
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

Neural Style Transfer as Data Augmentation for Improving COVID-19 Diagnosis Classification

SN Computer Science
2021-09 | Journal article
Contributors: Netzahualcoyotl Hernandez-Cruz; David Cato; Jesus Favela
Source: check_circle
Crossref

The Use of Transfer Learning for Activity Recognition in Instances of Heterogeneous Sensing

Applied Sciences
2021-08-20 | Journal article
Contributors: Netzahualcoyotl Hernandez-Cruz; Chris Nugent; Shuai Zhang; Ian McChesney
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Mapping the thematic evolution in Communication over the first two decades from the 21st century: A longitudinal approach

Iberoamerican Journal of Science Measurement and Communication
2021-08-18 | Journal article
Contributors: Netzahualcoyotl Hernandez-Cruz
Source: check_circle
Crossref

Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology

SN Computer Science
2020-03 | Journal article
Contributors: Netzahualcoyotl Hernandez; Jens Lundström; Jesus Favela; Ian McChesney; Bert Arnrich
Source: check_circle
Crossref

A multi-site study on walkability, data sharing and privacy perception using mobile sensing data gathered from the mk-sense platform

Journal of Ambient Intelligence and Humanized Computing
2019 | Journal article
Part of ISSN: 1868-5145
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz
grade
Preferred source (of 3)‎

An Exploratory Study to Detect Temporal Orientation Using Bluetooth's Sensor

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare
2019 | Conference paper
Part of ISBN: 9781450361262
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

Preliminary evaluation of a self-management health app by people with cognitive impairment

2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
2019 | Conference paper
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz
grade
Preferred source (of 2)‎

Semi-Automated Annotation of Audible Home Activities

2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019
2019 | Conference paper
EID:

2-s2.0-85067986167

Contributors: Garcia-Constantino, M.; Beltran-Marquez, J.; Cruz-Sandoval, D.; Lopez-Nava, I.H.; Favela, J.; Ennis, A.; Nugent, C.; Rafferty, J.; Cleland, I.; Synnott, J. et al.
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz via Scopus - Elsevier

Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare
2019 | Conference paper
Part of ISBN: 9781450361262
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz
grade
Preferred source (of 2)‎

Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia

EAI Endorsed Transactions on Pervasive Health and Technology
2019-08 | Journal article
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare

Sensors
2019-07-10 | Journal article
Contributors: 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 et al.
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network

EAI Endorsed Transactions on Pervasive Health and Technology
2019-02 | Journal article
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

Chapter 9 - Assessing the Perception of Physical Fatigue Using Mobile Sensing

Intelligent Data Sensing and Processing for Health and Well-Being Applications
2018 | Book chapter
Part of ISBN: 978-0-12-812130-6
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

Towards an Adaptive Conversational Robot Using Biosignals

Proceedings of the 7th Mexican Conference on Human-Computer Interaction
2018 | Conference paper
Part of ISBN: 9781450366533
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz
grade
Preferred source (of 2)‎

Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life

Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare
2018 | Conference paper
Part of ISBN: 9781450364508
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

Portal Design for the Open Data Initiative: A Preliminary Study

Proceedings
2018-10 | Journal article | Author
Contributors: Netzahualcoyotl Hernandez-Cruz; Ian McChesney; Joseph Rafferty; Chris Nugent; Jonathan Synnott; Shuai Zhang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Data Quality in Mobile Sensing Datasets for Pervasive Healthcare

Handbook of Large-Scale Distributed Computing in Smart Healthcare
2017 | Other
Part of ISBN: 9783319582795
Part of ISSN: 2520-8632
Contributors: Netzahualcóyotl Hernández; Luis A. Castro; Jesús Favela; Layla Michán; Bert Arnrich
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz via Crossref Metadata Search

Haptic Mobile Augmented Reality System for the Treatment of Phobia of Small Animals in Teenagers

Ubiquitous Computing and Ambient Intelligence
2017 | Journal article
Part of ISBN: 9783319675848
Part of ISBN: 9783319675855
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz

mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns

Ubiquitous Computing and Ambient Intelligence
2016 | Other
Part of ISBN: 9783319487458
Part of ISSN: 0302-9743
Contributors: Netzahualcóyotl Hernández; Bert Arnrich; Jesús Favela; Remzi Gökhan; Cem Ersoy; Burcu Demiray; Jesús Fontecha
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz via Crossref Metadata Search
grade
Preferred source (of 2)‎

Naturalistic Enactment to Elicit and Recognize Caregiver State Anxiety

J. Med. Syst.
2016-09 | Journal article
Part of ISSN: 0148-5598
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz
grade
Preferred source (of 3)‎

Estimating the Perception of Physical Fatigue Among Older Adults Using Mobile Phones

Human Behavior Understanding
2015 | Other
Part of ISBN: 9783319241944
Part of ISSN: 0302-9743
Contributors: Netzahualcóyotl Hernández; Jesús Favela
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz via Crossref Metadata Search
grade
Preferred source (of 2)‎

Thought and Life Logging: A Pilot Study

Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information
2015 | Other
Part of ISBN: 9783319264004
Part of ISSN: 0302-9743
Contributors: N. Hernández; G. Yavuz; R. Eşrefoğlu; T. Kepez; A. Özdemir; B. Demiray; H. Alan; C. Ersoy; S. Untersander; B. Arnrich
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz via Crossref Metadata Search
grade
Preferred source (of 2)‎

Opportunistic sensing and detection of mild cognitive impairment

Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '14
2014 | Conference paper
Part of ISBN: 9781450327466
Contributors: Bilgin Kosucu; Netzahualcóyotl Hernández; Temitayo Olugbade
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz via Crossref Metadata Search

Mobile and Context-Aware Grocery Shopping to Promote Active Aging

Ambient Assisted Living and Active Aging
2013 | Other
Part of ISBN: 9783319030913
Part of ISSN: 0302-9743
Contributors: Netzahualcoyotl Hernández; Carlos Refugio; Monica Tentori; Jesus Favela; Sergio Ochoa
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz via Crossref Metadata Search

Sistema de Difusión de Mensajes de Mercadotecnia Bajo la Arquitectura Bluetooth

Conciencia Tecnológica
2009 | Journal article
Part of ISSN: 1405-5597
Source: Self-asserted source
Netzahualcoyotl Hernandez-Cruz