Attentive Latent Replay for Continual Learning in Pathology.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
Attention Aware Continual Learning in Digital Pathology Contexts.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
A hybrid framework with large language models for rare disease phenotyping.
BMC Medical Informatics Decis. Mak., December, 2024
Retrieving and Refining: A Hybrid Framework with Large Language Models for Rare Disease Identification.
CoRR, 2024
Incremental Augmentation Strategies for Personalised Continual Learning in Digital Pathology Contexts.
Proceedings of the Applications of Medical Artificial Intelligence, 2024
Real Time Data Augmentation Using Fractional Linear Transformations in Continual Learning.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022
Improving Generative Modelling in VAEs Using Multimodal Prior.
IEEE Trans. Multim., 2021
Stochastic comparisons and ageing properties of residual lifetime mixture models.
Math. Methods Oper. Res., 2021
Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks.
CoRR, 2021
Parallel Capsule Networks for Classification of White Blood Cells.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Hierarchical Class Incremental Learning of Anatomical Structures in Fetal Echocardiography Videos.
IEEE J. Biomed. Health Informatics, 2020
Learn More, Forget Less: Cues from Human Brain.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
Contrastive Algorithmic Fairness: Part 1 (Theory)
CoRR, 2019
Incremental Learning of Fetal Heart Anatomies Using Interpretable Saliency Maps.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Multi-anatomy localization in fetal echocardiography videos.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Water quality information dissemination at real-time in South Africa using language modelling.
CoRR, 2018
Sequential anatomy localization in fetal echocardiography videos.
CoRR, 2018
Quantification of cardiac bull's-eye map based on principal strain analysis for myocardial wall motion assessment in stress echocardiography.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Automated Myocardial Wall Motion Classification using Handcrafted Features vs a Deep CNN-based mapping.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Improving Visual Detection of Wall Motion Abnormality with Echocardiographic Image Enhancing Methods.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Learning Spatio-Temporal Aggregation for Fetal Heart Analysis in Ultrasound Video.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017