Netzahualcóyotl Hernández

According to our database, Netzahualcóyotl Hernández authored at least 30 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos.

Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble

CoRR, July, 2025

Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos.

Pramit Saha, Divyanshu Mishra, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble

CoRR, March, 2025

TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer.

Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble

Medical Image Anal., 2025

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

Netzahualcoyotl Hernandez-Cruz, Olga Patey, Clare Teng, Aris T. Papageorghiou, J. Alison Noble

Comput. Biol. Medicine, 2025

A Deep Learning Framework for Fetal Heart Tracking in Ultrasound Videos: Toward Enhanced Congenital Heart Defects Detection.

Qianye Yang, Kangning Cui, Yipeng Hu, Can Peng, Netzahualcoyotl Hernandez-Cruz, Rahul Ahuja, Elena D'Alberti, Raymond Chan, Olga Patey, Aris T. Papageorghiou, J. Alison Noble

Proceedings of the Functional Imaging and Modeling of the Heart, 2025

MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer.

Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

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

Netzahualcoyotl Hernandez-Cruz, Pramit Saha, Md. Mostafa Kamal Sarker, J. Alison Noble

Big Data Cogn. Comput., September, 2024

2021

Improvement of transfer learning techniques in activity recognition

Netzahualcóyotl Hernández

PhD thesis, 2021

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

Netzahualcoyotl Hernandez-Cruz, David Cato, Jesús Favela

SN Comput. Sci., 2021

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

Netzahualcoyotl Cruz, Luís A. Castro, Javier Medina Quero, Jesús Favela, Layla Michán, W. Ben Mortenson

J. Heal. Informatics Res., 2021

2020

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

Netzahualcóyotl Hernández, Jens Lundström, Jesús Favela, Ian R. McChesney, Bert Arnrich

SN Comput. Sci., 2020

2019

Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare.

Dagoberto Cruz-Sandoval, Jessica Beltrán-Márquez, Matias Garcia-Constantino, Luis A. González-Jasso, Jesús Favela, Irvin Hussein López-Nava, Ian Cleland, Andrew Ennis, Netzahualcóyotl Hernández, Joseph Rafferty, Jonathan Synnott, Chris D. Nugent

Sensors, 2019

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

Netzahualcóyotl Hernández, Chris D. Nugent, Ian R. McChesney, Shuai Zhang, Jesús Favela

EAI Endorsed Trans. Pervasive Health Technol., 2019

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

Netzahualcóyotl Hernández, Matias Garcia-Constantino, Jessica Beltrán-Márquez, Pascal Hecker, Jesús Favela, Joseph Rafferty, Ian Cleland, Irvin Hussein López-Nava, Bert Arnrich, Ian R. McChesney

EAI Endorsed Trans. Pervasive Health Technol., 2019

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

Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Cem Ersoy, Batur Burcu Demiray, Jesús Fontecha

J. Ambient Intell. Humaniz. Comput., 2019

An Exploratory Study to Detect Temporal Orientation Using Bluetooth's sensor.

Netzahualcóyotl Hernández, Batur Burcu Demiray, Bert Arnrich, Jesús Favela

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

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

Netzahualcoyotl Hernandez-Cruz, Matias Garcia-Constantino, Jessica Beltrán-Márquez, Dagoberto Cruz-Sandoval, Irvin Hussein López-Nava, Ian Cleland, Jesús Favela, Chris D. Nugent, Andrew Ennis, Joseph Rafferty, Jonathan Synnott

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

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

Netzahualcóyotl Hernández, Federico Cruciani, Jesús Favela, Ian R. McChesney, Shuai Zhang, Chris D. Nugent, Ian Cleland

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Semi-Automated Annotation of Audible Home Activities.

Matias Garcia-Constantino, Jessica Beltrán-Márquez, Dagoberto Cruz-Sandoval, Irvin Hussein López-Nava, Jesús Favela, Andrew Ennis, Chris D. Nugent, Joseph Rafferty, Ian Cleland, Jonathan Synnott, Netzahualcoyotl Hernandez-Cruz

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

2018

Portal Design for the Open Data Initiative: A Preliminary Study.

Netzahualcóyotl Hernández, Ian R. McChesney, Joseph Rafferty, Chris D. Nugent, Jonathan Synnott, Shuai Zhang

Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

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

Netzahualcóyotl Hernández, Muhammad Asif Razzaq, Chris D. Nugent, Ian R. McChesney, Shuai Zhang

Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

Towards an Adaptive Conversational Robot using Biosignals.

Dagoberto Cruz-Sandoval, Jesús Favela, Mario O. Parra, Netzahualcóyotl Hernández

Proceedings of the 7th Mexican Conference on Human-Computer Interaction, 2018

2017

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

Cristina Ramirez-Fernandez, Alberto L. Morán, Eloísa García-Canseco, Victoria Meza-Kubo, Edgar Barreras, Octavio Valenzuela, Netzahualcóyotl Hernández

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Data Quality in Mobile Sensing Datasets for Pervasive Healthcare.

Netzahualcóyotl Hernández, Luís A. Castro, Jesús Favela, Layla Michán, Bert Arnrich

Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2016

Naturalistic Enactment to Elicit and Recognize Caregiver State Anxiety.

Darién Miranda, Jesús Favela, Catalina Ibarra, Netzahualcoyotl Cruz

J. Medical Syst., 2016

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

Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Gökhan Remzi Yavuz, Cem Ersoy, Batur Burcu Demiray, Jesús Fontecha

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

2015

Thought and Life Logging: A Pilot Study.

Netzahualcóyotl Hernández, Gökhan Remzi Yavuz, Rasit Mete Esrefoglu, Tarik Berkant Kepez, Abdülmecit Özdemir, Batur Burcu Demiray, Hasan Faik Alan, Cem Ersoy, Sarah Untersander, Bert Arnrich

Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015

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

Netzahualcóyotl Hernández, Jesús Favela

Proceedings of the Human Behavior Understanding - 6th International Workshop, 2015

2014

Opportunistic sensing and detection of mild cognitive impairment.

Bilgin Kosucu, Netzahualcóyotl Hernández, Temitayo A. Olugbade

Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

2013

Mobile and Context-Aware Grocery Shopping to Promote Active Aging.

Netzahualcóyotl Hernández, Carlos Refugio, Monica Tentori, Jesús Favela, Sergio F. Ochoa

Proceedings of the Ambient Assisted Living and Active Aging, 2013