Helen Frazer

According to our database, Helen Frazer authored at least 13 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An Interpretable and Accurate Deep-Learning Diagnosis Framework Modeled With Fully and Semi-Supervised Reciprocal Learning.

Chong Wang, Yuanhong Chen, Fengbei Liu, Michael Elliott, Chun Fung Kwok, Carlos A. Peña-Solórzano, Helen Frazer, Davis James McCarthy, Gustavo Carneiro

IEEE Trans. Medical Imaging, January, 2024

BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations.

Yuanhong Chen, Yuyuan Liu, Chong Wang, Michael Elliott, Chun Fung Kwok, Carlos A. Peña-Solórzano, Yu Tian, Fengbei Liu, Helen Frazer, Davis J. McCarthy, Gustavo Carneiro

Medical Image Anal., 2024

Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation.

Chong Wang, Fengbei Liu, Yuanhong Chen, Helen Frazer, Gustavo Carneiro

CoRR, 2024

Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation.

Yuanhong Chen, Yuyuan Liu, Hu Wang, Fengbei Liu, Chong Wang, Helen Frazer, Gustavo Carneiro

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Utopia versus dystopia: Professional perspectives on the impact of healthcare artificial intelligence on clinical roles and skills.

Yves Saint James Aquino, Wendy A. Rogers, Annette Braunack-Mayer, Helen Frazer, Khin Than Win, Nehmat Houssami, Christopher Degeling, Christopher Semsarian, Stacy M. Carter

Int. J. Medical Informatics, 2023

Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable Image Classification.

Chong Wang, Yuanhong Chen, Fengbei Liu, Davis James McCarthy, Helen Frazer, Gustavo Carneiro

CoRR, 2023

Learning Support and Trivial Prototypes for Interpretable Image Classification.

Chong Wang, Yuyuan Liu, Yuanhong Chen, Fengbei Liu, Yu Tian, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation.

Yuanhong Chen, Hu Wang, Chong Wang, Yu Tian, Fengbei Liu, Michael Elliott, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro

CoRR, 2022

Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models.

Chong Wang, Yuanhong Chen, Yuyuan Liu, Yu Tian, Fengbei Liu, Davis J. McCarthy, Michael Elliott, Helen Frazer, Gustavo Carneiro

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation.

Yuanhong Chen, Hu Wang, Chong Wang, Yu Tian, Fengbei Liu, Yuyuan Liu, Michael Elliott, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2015

Automated lesion detection in dynamic contrast enhanced magnetic resonance imaging of breast.

Xi Liang, Ramamohanarao Kotagiri, Helen Frazer, Qing Yang

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2012

A lesion shape and margin characterization method in dynamic contrast enhanced magnetic resonance imaging of breast.

Xi Liang, Kotagiri Ramamohanarao, Helen Frazer, Qing Yang

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Lesion Segmentation in Dynamic Contrast Enhanced MRI of Breast.

Xi Liang, Kotagiri Ramamohanarao, Helen Frazer, Qing Yang

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012