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Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks

IEEE transactions on biomedical engineering, 2017-09, Vol.64 (9), p.2065-2074

2017

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A Review of Predictive and Contrastive Self-supervised Learning for Medical Images

International journal of automation and computing, 2023-08, Vol.20 (4), p.483-513

2023

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Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.1055-1058

2016

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Semi-automatic skin lesion segmentation via fully convolutional networks

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), 2017, p.561-564

2017

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The Checkpoint Program: Collaborative Care to Reduce the Reliance of Frequent Presenters on ED

International journal of integrated care, 2021-06, Vol.21 (2), p.29

2021

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A multi-resolution self-supervised learning framework for semantic segmentation in histopathology

Pattern recognition, 2024-11, Vol.155, p.110621, Article 110621

2024

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X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.855-858

2016

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Step-wise integration of deep class-specific learning for dermoscopic image segmentation

Pattern recognition, 2019-01, Vol.85, p.78-89

2019

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Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation

IEEE transactions on medical imaging, 2020-07, Vol.39 (7), p.2385-2394

2020

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Convolutional sparse kernel network for unsupervised medical image analysis

Medical image analysis, 2019-08, Vol.56, p.140-151

2019

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Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images

IEEE journal of biomedical and health informatics, 2017-11, Vol.21 (6), p.1685-1693

2017

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Advancements in preprocessing, detection and classification techniques for ecoacoustic data: A comprehensive review for large-scale Passive Acoustic Monitoring

Expert systems with applications, 2024-10, Vol.252, p.124220, Article 124220

2024

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A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, p.379-388

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Automated periodontitis bone loss diagnosis in panoramic radiographs using a bespoke two-stage detector

Computers in biology and medicine, 2023-01, Vol.152, p.106374-106374, Article 106374

2023

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Unsupervised Deep Transfer Feature Learning for Medical Image Classification

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, p.1915-1918

2019

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Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.1059-1062

2016

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WaveletDFDS-Net: A Dual Forward Denoising Stream Network for Low-Dose CT Noise Reduction

Electronics (Basel), 2024-05, Vol.13 (10), p.1906

2024

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Development of a risk predictive scoring system to identify patients at risk of representation to emergency department: a retrospective population-based analysis in Australia

BMJ open, 2018-10, Vol.8 (9), p.e021323-e021323

2018

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Automated saliency-based lesion segmentation in dermoscopic images

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015-08, Vol.2015, p.3009-3012

2015

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A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, p.4725-4734

2020

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Unsupervised Representation Learning for 3-Dimensional Magnetic Resonance Imaging Super-Resolution with Degradation Adaptation

IEEE transactions on artificial intelligence, 2024, p.1-14

2024

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A Mobile App and Dashboard for Early Detection of Infectious Disease Outbreaks: Development Study

JMIR public health and surveillance, 2021-03, Vol.7 (3), p.e14837-e14837

2021

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An Optimised Grid Search Based Framework for Robust Large-Scale Natural Soundscape Classification

AI 2023: Advances in Artificial Intelligence, p.468-479

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Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, p.283-292

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SSPT-bpMRI: A Self-supervised Pre-training Scheme for Improving Prostate Cancer Detection and Diagnosis in Bi-parametric MRI

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks

A Review of Predictive and Contrastive Self-supervised Learning for Medical Images

Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification

Semi-automatic skin lesion segmentation via fully convolutional networks

The Checkpoint Program: Collaborative Care to Reduce the Reliance of Frequent Presenters on ED

A multi-resolution self-supervised learning framework for semantic segmentation in histopathology

X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid

Step-wise integration of deep class-specific learning for dermoscopic image segmentation

Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation

Convolutional sparse kernel network for unsupervised medical image analysis

Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images

Advancements in preprocessing, detection and classification techniques for ecoacoustic data: A comprehensive review for large-scale Passive Acoustic Monitoring

A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation

Automated periodontitis bone loss diagnosis in panoramic radiographs using a bespoke two-stage detector

Unsupervised Deep Transfer Feature Learning for Medical Image Classification

Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata

WaveletDFDS-Net: A Dual Forward Denoising Stream Network for Low-Dose CT Noise Reduction

Development of a risk predictive scoring system to identify patients at risk of representation to emergency department: a retrospective population-based analysis in Australia

Automated saliency-based lesion segmentation in dermoscopic images

A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

Unsupervised Representation Learning for 3-Dimensional Magnetic Resonance Imaging Super-Resolution with Degradation Adaptation

A Mobile App and Dashboard for Early Detection of Infectious Disease Outbreaks: Development Study

An Optimised Grid Search Based Framework for Robust Large-Scale Natural Soundscape Classification

Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function

SSPT-bpMRI: A Self-supervised Pre-training Scheme for Improving Prostate Cancer Detection and Diagnosis in Bi-parametric MRI

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