Showing 33 publications by Netzahualcoyotl Hernandez-Cruz
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
Saha P, Mishra D, Hernandez-Cruz N, Patey O, Papageorghiou A et al. (2025)
BibTeX
@misc{selfsupervisedn-2025/3,
title={Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos},
author={Saha P, Mishra D, Hernandez-Cruz N, Patey O, Papageorghiou A et al.},
year = "2025"
}
A comprehensive scoping review on machine learning-based fetal echocardiography analysis.
Hernandez-Cruz N, Patey O, Teng C, Papageorghiou AT & Noble JA (2025), Computers in biology and medicine, 186, 109666
BibTeX
@article{acomprehensives-2025/1,
title={A comprehensive scoping review on machine learning-based fetal echocardiography analysis.},
author={Hernandez-Cruz N, Patey O, Teng C, Papageorghiou AT & Noble JA},
journal={Computers in biology and medicine},
volume={186},
number={109666},
pages={109666},
publisher={Elsevier BV},
year = "2025"
}
Detection of fetal congenital heart defects on three-vessel view ultrasound videos
Hernandez-Cruz N, Patey O, Salovic B, Mishra D, Sarker MK et al. (2024), WFUMB Ultrasound Open, 100075
BibTeX
@article{detectionoffeta-2024/11,
title={Detection of fetal congenital heart defects on three-vessel view ultrasound videos},
author={Hernandez-Cruz N, Patey O, Salovic B, Mishra D, Sarker MK et al.},
journal={WFUMB Ultrasound Open},
pages={100075},
publisher={Elsevier},
year = "2024"
}
Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.
Hernandez-Cruz N, Patey O, Adu-Bredu T, D'Alberti E, Noble JA et al. (2024), Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology, 64 Suppl 1, 62-63
BibTeX
@article{abstractsofthet-2024/9,
title={Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.},
author={Hernandez-Cruz N, Patey O, Adu-Bredu T, D'Alberti E, Noble JA et al.},
journal={Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology},
volume={64 Suppl 1},
pages={62-63},
year = "2024"
}
Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis
Hernandez-Cruz N, Saha P, Sarker MMK & Noble JA (2024), Big Data and Cognitive Computing, 8(9), 99
BibTeX
@article{reviewoffederat-2024/8,
title={Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis},
author={Hernandez-Cruz N, Saha P, Sarker MMK & Noble JA},
journal={Big Data and Cognitive Computing},
volume={8},
pages={99},
publisher={MDPI},
year = "2024"
}
OP06.07: Machine learning‐based detection of fetal anatomical orientation in second trimester ultrasound images
Hernandez‐Cruz N, Mishra D, Patey O, Sarker M, Craik R et al. (2023), Ultrasound in Obstetrics and Gynecology, 62(S1), 62-62
BibTeX
@article{opmachinelearni-2023/10,
title={OP06.07: Machine learning‐based detection of fetal anatomical orientation in second trimester ultrasound images},
author={Hernandez‐Cruz N, Mishra D, Patey O, Sarker M, Craik R et al.},
journal={Ultrasound in Obstetrics and Gynecology},
volume={62},
pages={62-62},
publisher={Wiley},
year = "2023"
}
COMFormer: classification of maternal-fetal and brain anatomy using a residual cross-covariance attention guided transformer in ultrasound
Sarker MMK, Singh VK, Alsharid M, Hernandez-Cruz N, Papageorghiou AT et al. (2023), IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 70(11), 1417-1427
BibTeX
@article{comformerclassi-2023/9,
title={COMFormer: classification of maternal-fetal and brain anatomy using a residual cross-covariance attention guided transformer in ultrasound
},
author={Sarker MMK, Singh VK, Alsharid M, Hernandez-Cruz N, Papageorghiou AT et al.},
journal={IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control},
volume={70},
pages={1417-1427},
publisher={IEEE},
year = "2023"
}
Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring.
Hernandez N, Castro L, Medina-Quero J, Favela J, Michan L et al. (2021), Journal of healthcare informatics research, 5(3), 270-299
BibTeX
@article{scopingreviewof-2021/1,
title={Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring.},
author={Hernandez N, Castro L, Medina-Quero J, Favela J, Michan L et al.},
journal={Journal of healthcare informatics research},
volume={5},
pages={270-299},
year = "2021"
}
Neural Style Transfer as Data Augmentation for Improving COVID-19 Diagnosis Classification.
Hernandez-Cruz N, Cato D & Favela J (2021), SN computer science, 2(5), 410
BibTeX
@article{neuralstyletran-2021/1,
title={Neural Style Transfer as Data Augmentation for Improving COVID-19 Diagnosis Classification.},
author={Hernandez-Cruz N, Cato D & Favela J},
journal={SN computer science},
volume={2},
pages={410},
year = "2021"
}
Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology
Hernandez N, Lundström J, Favela J, McChesney I & Arnrich B (2020), SN Computer Science, 1(2), 66
BibTeX
@article{literaturerevie-2020/3,
title={Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology},
author={Hernandez N, Lundström J, Favela J, McChesney I & Arnrich B},
journal={SN Computer Science},
volume={1},
pages={66},
publisher={Springer Nature},
year = "2020"
}
Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare.
Cruz-Sandoval D, Beltran-Marquez J, Garcia-Constantino M, Gonzalez-Jasso LA, Favela J et al. (2019), Sensors (Basel, Switzerland), 19(14), E3035
BibTeX
@article{semiautomatedda-2019/7,
title={Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare.},
author={Cruz-Sandoval D, Beltran-Marquez J, Garcia-Constantino M, Gonzalez-Jasso LA, Favela J et al.},
journal={Sensors (Basel, Switzerland)},
volume={19},
pages={E3035},
year = "2019"
}
A multi-site study on walkability, data sharing and privacy perception using mobile sensing data gathered from the mk-sense platform
Hernández N, Arnrich B, Favela J, Ersoy C, Demiray B et al. (2019), Journal of Ambient Intelligence and Humanized Computing, 10(6), 2199-2211
BibTeX
@article{amultisitestudy-2019/6,
title={A multi-site study on walkability, data sharing and privacy perception using mobile sensing data gathered from the mk-sense platform},
author={Hernández N, Arnrich B, Favela J, Ersoy C, Demiray B et al.},
journal={Journal of Ambient Intelligence and Humanized Computing},
volume={10},
pages={2199-2211},
publisher={Springer Nature},
year = "2019"
}
Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia
Hernandez-Cruz N, Garcia-Constantino M, Beltran-Marquez J, Cruz-Sandoval D, Lopez-Nava IH et al. (2019), 383-388
BibTeX
@inproceedings{studydesignofan-2019/5,
title={Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia},
author={Hernandez-Cruz N, Garcia-Constantino M, Beltran-Marquez J, Cruz-Sandoval D, Lopez-Nava IH et al.},
booktitle={Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare},
pages={383-388},
year = "2019"
}
An Exploratory Study to Detect Temporal Orientation Using Bluetooth's sensor
Hernandez N, Demiray B, Arnrich B & Favela J (2019), 292-297
BibTeX
@inproceedings{anexploratoryst-2019/5,
title={An Exploratory Study to Detect Temporal Orientation Using Bluetooth's sensor},
author={Hernandez N, Demiray B, Arnrich B & Favela J},
booktitle={Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare},
pages={292-297},
year = "2019"
}
Preliminary evaluation of a self-management health app by people with cognitive impairment
Hernandez N, Cruciani F, Favela J, McChesney I, Zhang S et al. (2019), 00, 535-540
BibTeX
@inproceedings{preliminaryeval-2019/3,
title={Preliminary evaluation of a self-management health app by people with cognitive impairment},
author={Hernandez N, Cruciani F, Favela J, McChesney I, Zhang S et al.},
booktitle={2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)},
pages={535-540},
year = "2019"
}
Semi-Automated Annotation of Audible Home Activities
Garcia-Constantino M, Beltran-Marquez J, Cruz-Sandoval D, Lopez-Nava IH, Favela J et al. (2019), 00, 40-45
BibTeX
@inproceedings{semiautomatedan-2019/3,
title={Semi-Automated Annotation of Audible Home Activities},
author={Garcia-Constantino M, Beltran-Marquez J, Cruz-Sandoval D, Lopez-Nava IH, Favela J et al.},
booktitle={2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)},
pages={40-45},
year = "2019"
}
Towards an Adaptive Conversational Robot using Biosignals
Cruz-Sandoval D, Favela J, Parra M & Hernandez N (2018), 1-6
BibTeX
@inproceedings{towardsanadapti-2018/10,
title={Towards an Adaptive Conversational Robot using Biosignals},
author={Cruz-Sandoval D, Favela J, Parra M & Hernandez N},
booktitle={Proceedings of the 7th Mexican Conference on Human-Computer Interaction},
pages={1-6},
year = "2018"
}
Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life
Hernandez N, Razzaq MA, Nugent C, McChesney I & Zhang S (2018), 227-231
BibTeX
@inproceedings{transferlearnin-2018/5,
title={Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life},
author={Hernandez N, Razzaq MA, Nugent C, McChesney I & Zhang S},
booktitle={Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare},
pages={227-231},
year = "2018"
}
Assessing the Perception of Physical Fatigue Using Mobile Sensing
Hernández N & Favela J (2018), 161-173
BibTeX
@misc{assessingtheper-2018/,
title={Assessing the Perception of Physical Fatigue Using Mobile Sensing},
author={Hernández N & Favela J},
year = "2018"
}
Haptic Mobile Augmented Reality System for the Treatment of Phobia of Small Animals in Teenagers
Ramírez-Fernández C, Morán AL, García-Canseco E, Meza-Kubo V, Barreras E et al. (2017), 10586, 666-676
BibTeX
@misc{hapticmobileaug-2017/,
title={Haptic Mobile Augmented Reality System for the Treatment of Phobia of Small Animals in Teenagers},
author={Ramírez-Fernández C, Morán AL, García-Canseco E, Meza-Kubo V, Barreras E et al.},
year = "2017"
}
Data Quality in Mobile Sensing Datasets for Pervasive Healthcare
Hernández N, Castro LA, Favela J, Michán L & Arnrich B (2017), 217-238
BibTeX
@misc{dataqualityinmo-2017/,
title={Data Quality in Mobile Sensing Datasets for Pervasive Healthcare},
author={Hernández N, Castro LA, Favela J, Michán L & Arnrich B},
year = "2017"
}
Naturalistic Enactment to Elicit and Recognize Caregiver State Anxiety.
Miranda D, Favela J, Ibarra C & Cruz N (2016), Journal of medical systems, 40(9), 192
BibTeX
@article{naturalisticena-2016/9,
title={Naturalistic Enactment to Elicit and Recognize Caregiver State Anxiety.},
author={Miranda D, Favela J, Ibarra C & Cruz N},
journal={Journal of medical systems},
volume={40},
pages={192},
year = "2016"
}
M<sup>k</sup>-sense: An extensible platform to conduct multi-institutional mobile sensing campaigns
Hernández N, Arnrich B, Favela J, Gökhan R, Ersoy C et al. (2016), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10069 LNCS, 207-216
BibTeX
@inproceedings{msupksupsensean-2016/1,
title={M<sup>k</sup>-sense: An extensible platform to conduct multi-institutional mobile sensing campaigns},
author={Hernández N, Arnrich B, Favela J, Gökhan R, Ersoy C et al.},
pages={207-216},
year = "2016"
}
mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns
Hernández N, Arnrich B, Favela J, Gökhan R, Ersoy C et al. (2016), 10069, 207-216
BibTeX
@misc{mksenseanextens-2016/,
title={mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns},
author={Hernández N, Arnrich B, Favela J, Gökhan R, Ersoy C et al.},
year = "2016"
}
Estimating the Perception of Physical Fatigue Among Older Adults Using Mobile Phones
Hernández N & Favela J (2015), 9277, 84-96
BibTeX
@misc{estimatingthepe-2015/,
title={Estimating the Perception of Physical Fatigue Among Older Adults Using Mobile Phones},
author={Hernández N & Favela J},
year = "2015"
}
Thought and Life Logging: A Pilot Study
Hernández N, Yavuz G, Eşrefoğlu R, Kepez T, Özdemir A et al. (2015), 9454, 26-36
BibTeX
@misc{thoughtandlifel-2015/,
title={Thought and Life Logging: A Pilot Study},
author={Hernández N, Yavuz G, Eşrefoğlu R, Kepez T, Özdemir A et al.},
year = "2015"
}
Opportunistic sensing and detection of mild cognitive impairment
Kosucu B, Hernández N & Olugbade T (2014), 1-2
BibTeX
@inproceedings{opportunisticse-2014/5,
title={Opportunistic sensing and detection of mild cognitive impairment},
author={Kosucu B, Hernández N & Olugbade T},
booktitle={Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments},
pages={1-2},
year = "2014"
}
Mobile and Context-Aware Grocery Shopping to Promote Active Aging
Hernández N, Refugio C, Tentori M, Favela J & Ochoa S (2013), 8277, 71-79
BibTeX
@misc{mobileandcontex-2013/,
title={Mobile and Context-Aware Grocery Shopping to Promote Active Aging},
author={Hernández N, Refugio C, Tentori M, Favela J & Ochoa S},
year = "2013"
}
Portal Design for the Open Data Initiative: A Preliminary Study
Hernandez N, McChesney I, Rafferty J, Nugent C, Synnott J et al. (0), 2(19), 1244
BibTeX
@inproceedings{portaldesignfor-/,
title={Portal Design for the Open Data Initiative: A Preliminary Study},
author={Hernandez N, McChesney I, Rafferty J, Nugent C, Synnott J et al.},
booktitle={UCAmI 2018},
pages={1244}
}
The Use of Transfer Learning for Activity Recognition in Instances of Heterogeneous Sensing
Hernandez-Cruz N, Nugent C, Zhang S & McChesney I (0), Applied Sciences, 11(16), 7660
BibTeX
@article{theuseoftransfe-/,
title={The Use of Transfer Learning for Activity Recognition in Instances of Heterogeneous Sensing},
author={Hernandez-Cruz N, Nugent C, Zhang S & McChesney I},
journal={Applied Sciences},
volume={11},
pages={7660},
publisher={MDPI}
}
Mapping the thematic evolution in Communication over the first two decades from the 21st century: A longitudinal approach
Hernandez-Cruz N (0), Iberoamerican Journal of Science Measurement and Communication, 1(3), 1-10
BibTeX
@article{mappingthethema-/,
title={Mapping the thematic evolution in Communication over the first two decades from the 21st century: A longitudinal approach},
author={Hernandez-Cruz N},
journal={Iberoamerican Journal of Science Measurement and Communication},
volume={1},
pages={1-10},
publisher={Pro-Metrics}
}
Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia
Hernandez N, Garcia-Constantino M, Beltran J, Hecker P, Favela J et al. (0), EAI Endorsed Transactions on Pervasive Health and Technology, 5(19), 163097
BibTeX
@article{prototypicalsys-/,
title={Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia},
author={Hernandez N, Garcia-Constantino M, Beltran J, Hecker P, Favela J et al.},
journal={EAI Endorsed Transactions on Pervasive Health and Technology},
volume={5},
pages={163097},
publisher={European Alliance for Innovation n.o.}
}
Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network
Hernandez N, Nugent C, McChesney I, Zhang S & Favela J (0), EAI Endorsed Transactions on Pervasive Health and Technology, 5(17), 161669
BibTeX
@article{adoptionoftheac-/,
title={Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network},
author={Hernandez N, Nugent C, McChesney I, Zhang S & Favela J},
journal={EAI Endorsed Transactions on Pervasive Health and Technology},
volume={5},
pages={161669},
publisher={European Alliance for Innovation n.o.}
}