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2020 – today
- 2025
[j13]Netzahualcoyotl Hernandez-Cruz
, Olga Patey, Clare Teng, Aris T. Papageorghiou, J. Alison Noble:
A comprehensive scoping review on machine learning-based fetal echocardiography analysis. Comput. Biol. Medicine 186: 109666 (2025)- [j12]Netzahualcoyotl Hernandez-Cruz, Olga Patey, Bojana Salovic, Aris T. Papageorghiou, J. Alison Noble:
Machine learning-based method for the detection of dextrocardia in ultrasound video clips. Comput. Methods Programs Biomed. 271: 109023 (2025) - [j11]Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble:
TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer. Medical Image Anal. 103: 103611 (2025) - [j10]Md. Mostafa Kamal Sarker, Divyanshu Mishra, Mohammad Alsharid, Netzahualcoyotl Hernandez-Cruz, Rahul Ahuja, Olga Patey, Aris T. Papageorghiou, J. Alison Noble:
HarmonicEchoNet: Leveraging harmonic convolutions for automated standard plane detection in fetal heart ultrasound videos. Medical Image Anal. 106: 103758 (2025) - [c17]Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble:
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer. AAAI 2025: 28267-28275 - [c16]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:
A Deep Learning Framework for Fetal Heart Tracking in Ultrasound Videos: Toward Enhanced Congenital Heart Defects Detection. FIMH (2) 2025: 219-230 - [c15]Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble:
Latent Motion Profiling for Annotation-Free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos. MICCAI (14) 2025: 316-325 - [c14]Pramit Saha, Divyanshu Mishra, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble:
Self-supervised Normality Learning and Divergence Vector-Guided Model Merging for Zero-Shot Congenital Heart Disease Detection in Fetal Ultrasound Videos. MICCAI (7) 2025: 560-571 - [i3]Pramit Saha, Divyanshu Mishra, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble:
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos. CoRR abs/2503.07799 (2025) - [i2]Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble:
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer. CoRR abs/2504.06088 (2025) - [i1]Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble:
Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos. CoRR abs/2507.05154 (2025) - 2024
- [j9]Netzahualcoyotl Hernandez-Cruz, Pramit Saha, Md. Mostafa Kamal Sarker, J. Alison Noble:
Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis. Big Data Cogn. Comput. 8(9): 99 (2024) - 2021
- [b1]Netzahualcóyotl Hernández:
Improvement of transfer learning techniques in activity recognition. Ulster University, UK, 2021 - [j8]Netzahualcoyotl Cruz, Luís A. Castro, Javier Medina Quero, Jesús Favela, Layla Michán, W. Ben Mortenson:
Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring. J. Heal. Informatics Res. 5(3): 270-299 (2021) - [j7]Netzahualcoyotl Hernandez-Cruz, David Cato, Jesús Favela:
Neural Style Transfer as Data Augmentation for Improving COVID-19 Diagnosis Classification. SN Comput. Sci. 2(5): 410 (2021) - 2020
- [j6]Netzahualcóyotl Hernández, Jens Lundström, Jesús Favela, Ian R. McChesney, Bert Arnrich:
Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology. SN Comput. Sci. 1(1): 66 (2020)
2010 – 2019
- 2019
- [j5]Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Cem Ersoy, Batur Burcu Demiray, Jesús Fontecha:
A multi-site study on walkability, data sharing and privacy perception using mobile sensing data gathered from the mk-sense platform. J. Ambient Intell. Humaniz. Comput. 10(6): 2199-2211 (2019) - [j4]Netzahualcóyotl Hernández, Chris D. Nugent, Ian R. McChesney, Shuai Zhang, Jesús Favela:
Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network. EAI Endorsed Trans. Pervasive Health Technol. 5(17): e3 (2019) - [j3]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:
Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia. EAI Endorsed Trans. Pervasive Health Technol. 5(19): e5 (2019) - [j2]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:
Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare. Sensors 19(14): 3035 (2019) - [c13]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:
Semi-Automated Annotation of Audible Home Activities. PerCom Workshops 2019: 40-45 - [c12]Netzahualcóyotl Hernández, Federico Cruciani, Jesús Favela, Ian R. McChesney, Shuai Zhang, Chris D. Nugent, Ian Cleland:
Preliminary evaluation of a self-management health app by people with cognitive impairment. PerCom Workshops 2019: 535-540 - [c11]Netzahualcóyotl Hernández, Batur Burcu Demiray, Bert Arnrich, Jesús Favela:
An Exploratory Study to Detect Temporal Orientation Using Bluetooth's sensor. PervasiveHealth 2019: 292-297 - [c10]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:
Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia. PervasiveHealth 2019: 383-388 - 2018
- [c9]Dagoberto Cruz-Sandoval, Jesús Favela, Mario O. Parra, Netzahualcóyotl Hernández:
Towards an Adaptive Conversational Robot using Biosignals. MexIHC 2018: 1:1-1:6 - [c8]Netzahualcóyotl Hernández, Muhammad Asif Razzaq, Chris D. Nugent, Ian R. McChesney, Shuai Zhang:
Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life. PervasiveHealth 2018: 227-231 - [c7]Netzahualcóyotl Hernández, Ian R. McChesney, Joseph Rafferty, Chris D. Nugent, Jonathan Synnott, Shuai Zhang:
Portal Design for the Open Data Initiative: A Preliminary Study. UCAmI 2018: 1244 - 2017
- [c6]Cristina Ramirez-Fernandez, Alberto L. Morán, Eloísa García-Canseco, Victoria Meza-Kubo, Edgar Barreras, Octavio Valenzuela, Netzahualcóyotl Hernández:
Haptic Mobile Augmented Reality System for the Treatment of Phobia of Small Animals in Teenagers. UCAmI 2017: 666-676 - [p1]Netzahualcóyotl Hernández, Luís A. Castro, Jesús Favela, Layla Michán, Bert Arnrich:
Data Quality in Mobile Sensing Datasets for Pervasive Healthcare. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 217-238 - 2016
- [j1]Darién Miranda, Jesús Favela, Catalina Ibarra, Netzahualcoyotl Cruz:
Naturalistic Enactment to Elicit and Recognize Caregiver State Anxiety. J. Medical Syst. 40(9): 192:1-192:7 (2016) - [c5]Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Gökhan Remzi Yavuz, Cem Ersoy, Batur Burcu Demiray, Jesús Fontecha:
mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns. UCAmI (1) 2016: 207-216 - 2015
- [c4]Netzahualcóyotl Hernández, Jesús Favela:
Estimating the Perception of Physical Fatigue Among Older Adults Using Mobile Phones. HBU 2015: 84-96 - [c3]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:
Thought and Life Logging: A Pilot Study. UCAmI 2015: 26-36 - 2014
- [c2]Bilgin Kosucu, Netzahualcóyotl Hernández, Temitayo A. Olugbade:
Opportunistic sensing and detection of mild cognitive impairment. PETRA 2014: 67:1-67:2 - 2013
- [c1]Netzahualcóyotl Hernández, Carlos Refugio, Monica Tentori, Jesús Favela, Sergio F. Ochoa:
Mobile and Context-Aware Grocery Shopping to Promote Active Aging. IWAAL 2013: 71-79
Coauthor Index
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