J. Alison Noble

Antwerp Maritime Academy — Belgium

Medicine · Health Sciences

66h-index22.2kcitations749works1.82yr avg
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Research Topics

Fetal and Pediatric Neurological Disorders(150), Medical Image Segmentation Techniques(125), Domain Adaptation and Few-Shot Learning(117), Ultrasound Imaging and Elastography(74), Pregnancy and preeclampsia studies(65)

Publications744 total

On the public dissemination and open sourcing of ultrasound resources, datasets and deep learning models
npj Digital Medicine·2025Open Access
Gathering Personalized Design Requirements via Digital Twin
Lecture notes in mechanical engineering·2025
The human factor in explainable artificial intelligence: clinician variability in trust, reliance, and performance
npj Digital Medicine·2025· 4 citedOpen Access
FedAgentBench: Towards Automating Real-world Federated Medical Image Analysis with Server-Client LLM Agents
arXiv (Cornell University)·2025Open Access
Self-supervised Normality Learning and Divergence Vector-Guided Model Merging for Zero-Shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
Lecture notes in computer science·2025
Latent Motion Profiling for Annotation-Free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos
Lecture notes in computer science·2025Open Access
Neural Collapse-Inspired Multi-Label Federated Learning under Label-Distribution Skew
arXiv (Cornell University)·2025Open Access
IterMask3D: Unsupervised anomaly detection and segmentation with test-time iterative mask refinement in 3D brain MRI
Medical Image Analysis·2025Open Access
HarmonicEchoNet: Leveraging harmonic convolutions for automated standard plane detection in fetal heart ultrasound videos
Medical Image Analysis·2025Open Access
Machine learning-based method for the detection of dextrocardia in ultrasound video clips
Computer Methods and Programs in Biomedicine·2025Open Access
Special issue on machine learning in medical imaging
UNC Libraries·2025Open Access
Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos
arXiv (Cornell University)·2025Open Access
Artificial Intelligence Image-Diagnosis for Female Genital Schistosomiasis
Mayo Clinic Proceedings Digital Health·2025· 2 citedOpen Access
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation
arXiv (Cornell University)·2025Open Access
F<sup>3</sup>OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
2025· 2 cited
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
arXiv (Cornell University)·2025Open Access
Prenatal detection of congenital heart defects using the deep learning-based image and video analysis: protocol for Clinical Artificial Intelligence in Fetal Echocardiography (CAIFE), an international multicentre multidisciplinary study
BMJ Open·2025· 3 citedOpen Access
Artificial intelligence-enabled prenatal ultrasound for the detection of fetal cardiac abnormalities: a systematic review and meta-analysis
EClinicalMedicine·2025· 7 citedOpen Access
ScanAhead: Simplifying standard plane acquisition of fetal head ultrasound
Medical Image Analysis·2025· 2 citedOpen Access
Are you simulator ready? A study of maritime communication competence in the full-mission bridge simulator
WMU Journal of Maritime Affairs·2025· 2 citedOpen Access
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Frequent Co-authors

Aris T. Papageorghiou(19), Leila Cheikh Ismail(15), Ann Lambert(15), Manorama Purwar(15), Zulfiqar A Bhutta(15), José Villar(14), Fernando C. Barros(14), César G. Victora(13), Yasmin A. Jaffer(13), Stephen Kennedy(13), Eric O. Ohuma(12), Enrico Bertino(12), Michael G. Gravett(11), Ruyan Pang(10), Douglas G. Altman(9), Maria Carvalho(6), Doug Altman(4), Ihunnaya O. Frederick(4), Laurent Salomon(4), Andrew Zisserman(4)