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2020 – today
- 2025
[j4]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)- [j3]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) - [j2]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) - [j1]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) - [c5]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 - [c4]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 - [c3]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 - [c2]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 - [i4]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) - [i3]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) - [i2]Divyanshu Mishra, Mohammadreza Salehi, Pramit Saha, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble:
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation. CoRR abs/2506.11777 (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
- [c1]Divyanshu Mishra, Pramit Saha, He Zhao, Olga Patey, Aris T. Papageorghiou, J. Alison Noble:
STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos. MICCAI (4) 2024: 742-752
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aka: Netzahualcoyotl Hernandez-Cruz
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