Helen Frazer

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 11

Top Topics

Image Classification

Gaussian Density

Learning Spaces

Lesion Detection

Top Venues

Medical Image Anal.

Int. J. Medical Informatics

Publications

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
BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations. Medical Image Anal. 96 (2024)
Chong Wang, Yuanhong Chen, Fengbei Liu, Michael Elliott, Chun Fung Kwok, Carlos Pena-Solorzano, Helen Frazer, Davis James McCarthy, Gustavo Carneiro
An Interpretable and Accurate Deep-Learning Diagnosis Framework Modeled With Fully and Semi-Supervised Reciprocal Learning. IEEE Trans. Medical Imaging 43 (1) (2024)
Chong Wang, Yuanhong Chen, Fengbei Liu, Davis James McCarthy, Helen Frazer, Gustavo Carneiro
Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable Image Classification. CoRR (2023)
Chong Wang, Yuyuan Liu, Yuanhong Chen, Fengbei Liu, Yu Tian, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro
Learning Support and Trivial Prototypes for Interpretable Image Classification. CoRR (2023)
Yves Saint James Aquino, Wendy A. Rogers, Annette Braunack-Mayer, Helen Frazer, Khin Than Win, Nehmat Houssami, Christopher Degeling, Christopher Semsarian, Stacy M. Carter
Utopia versus dystopia: Professional perspectives on the impact of healthcare artificial intelligence on clinical roles and skills. Int. J. Medical Informatics 169 (2023)
Chong Wang, Yuyuan Liu, Yuanhong Chen, Fengbei Liu, Yu Tian, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro
Learning Support and Trivial Prototypes for Interpretable Image Classification. ICCV (2023)
Yuanhong Chen, Yuyuan Liu, Chong Wang, Michael Elliott, Chun Fung Kwok, Carlos Pe na-Solorzano, Yu Tian, Fengbei Liu, Helen Frazer, Davis J. McCarthy, Gustavo Carneiro
BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete Annotations. CoRR (2023)
Yuanhong Chen, Hu Wang, Chong Wang, Yu Tian, Fengbei Liu, Michael Elliott, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro
Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation. CoRR (2022)
Chong Wang, Yuanhong Chen, Yuyuan Liu, Yu Tian, Fengbei Liu, Davis J. McCarthy, Michael Elliott, Helen Frazer, Gustavo Carneiro
Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models. CoRR (2022)
Yuanhong Chen, Hu Wang, Chong Wang, Yu Tian, Fengbei Liu, Yuyuan Liu, Michael Elliott, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro
Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation. MICCAI (3) (2022)
Chong Wang, Yuanhong Chen, Yuyuan Liu, Yu Tian, Fengbei Liu, Davis J. McCarthy, Michael Elliott, Helen Frazer, Gustavo Carneiro
Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models. MICCAI (3) (2022)
Xi Liang, Ramamohanarao Kotagiri, Helen Frazer, Qing Yang
Automated lesion detection in dynamic contrast enhanced magnetic resonance imaging of breast. Medical Imaging: Computer-Aided Diagnosis (2015)
Xi Liang, Kotagiri Ramamohanarao, Helen Frazer, Qing Yang
A lesion shape and margin characterization method in dynamic contrast enhanced magnetic resonance imaging of breast. ISBI (2012)
Xi Liang, Kotagiri Ramamohanarao, Helen Frazer, Qing Yang
Lesion Segmentation in Dynamic Contrast Enhanced MRI of Breast. DICTA (2012)