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Verjans Johan
Verjans Johan
Australian Institute for Machine Learning, University of Adelaide
在 adelaide.edu.au 的电子邮件经过验证 - 首页
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引用次数
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Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis
VMH Phan, Y Xie, B Zhang, Y Qi, Z Liao, A Perperidis, SL Phung, ...
arXiv preprint arXiv:2406.18967, 2024
2024
Sex differences in coronary atherosclerotic plaque activity using 18F-sodium fluoride positron emission tomography
J Kwiecinski, KL Wang, E Tzolos, A Moss, M Daghem, PD Adamson, ...
European Journal of Nuclear Medicine and Molecular Imaging, 1-10, 2024
2024
Machine-Learning for Phenotyping and Prognostication of Myocardial Infarction and Injury in Suspected Acute Coronary Syndrome
E Khan, K Lambrakis, Z Liao, J Gerlach, T Briffa, L Cullen, AJ Nelson, ...
JACC: Advances, 101011, 2024
2024
Coronary atherosclerotic plaque activity and risk of myocardial infarction
KL Wang, C Balmforth, MN Meah, M Daghem, AJ Moss, E Tzolos, ...
Journal of the American College of Cardiology 83 (22), 2135-2144, 2024
12024
Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis
VM Hieu Phan, Y Xie, B Zhang, Y Qi, Z Liao, A Perperidis, SL Phung, ...
arXiv e-prints, arXiv: 2406.18967, 2024
2024
Applications of natural language processing tools in the surgical journey
KDR Le, SBP Tay, KT Choy, J Verjans, N Sasanelli, JCH Kong
Frontiers in Surgery 11, 1403540, 2024
2024
Artificial intelligence to automate assessment of ocular and periocular measurements
K Rana, M Beecher, C Caltabiano, C Macri, Y Zhao, J Verjans, D Selva
European Journal of Ophthalmology, 11206721241249773, 2024
2024
Targeting macrophages with multifunctional nanoparticles to detect and prevent atherosclerotic cardiovascular disease
V Nankivell, AK Vidanapathirana, A Hoogendoorn, JTM Tan, J Verjans, ...
Cardiovascular Research 120 (8), 819-838, 2024
12024
THE ASSOCIATION BETWEEN CORONARY ATHEROSCLEROTIC PLAQUE ACTIVITY AND VESSEL OUTCOMES: A SECONDARY ANALYSIS OF THE PRE18FFIR STUDY
KL Wang, N Craig, A Moss, M Daghem, E Tzolos, M Meah, A Bularga, ...
Journal of the American College of Cardiology 83 (13_Supplement), 1362-1362, 2024
2024
CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation
T Faisal Chowdhury, K Liao, VM Hieu Phan, MS To, Y Xie, K Hung, ...
arXiv e-prints, arXiv: 2404.02388, 2024
2024
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Matching Framework
M Hieu Phan, Y Xie, Y Qi, L Liu, L Liu, B Zhang, Z Liao, Q Wu, MS To, ...
arXiv e-prints, arXiv: 2403.07636, 2024
2024
Facial and mandibular landmark tracking with habitual head posture estimation using linear and fiducial markers
FH Saad, TH Farook, S Ahmed, Y Zhao, Z Liao, JW Verjans, J Dudley
Healthcare Technology Letters 11 (1), 21-30, 2024
2024
Deep learning to predict lymph node status on pre‐operative staging CT in patients with colon cancer
S Bedrikovetski, J Zhang, W Seow, L Traeger, JW Moore, J Verjans, ...
Journal of Medical Imaging and Radiation Oncology 68 (1), 33-40, 2024
2024
CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation
TF Chowdhury, K Liao, VMH Phan, MS To, Y Xie, K Hung, D Ross, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
2024
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework
VMH Phan, Y Xie, Y Qi, L Liu, L Liu, B Zhang, Z Liao, Q Wu, MS To, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
2024
ReFs: A hybrid pre-training paradigm for 3D medical image segmentation
Y Xie, J Zhang, L Liu, H Wang, Y Ye, J Verjans, Y Xia
Medical Image Analysis 91, 103023, 2024
22024
Artificial intelligence in echocardiography
M Dorraki, PP Sengupta, JW Verjans
Intelligence-Based Cardiology and Cardiac Surgery, 179-184, 2024
2024
Medical visual question answering
Z Liao, A van den Hengel, JW Verjans
Intelligence-Based Cardiology and Cardiac Surgery, 157-162, 2024
2024
Detecting, localizing and classifying polyps from colonoscopy videos using deep learning
Y Tian, LZCT Pu, Y Liu, G Maicas, JW Verjans, AD Burt, SH Shin, R Singh, ...
Deep Learning for Medical Image Analysis, 425-450, 2024
112024
Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images
Y Tian, F Liu, G Pang, Y Chen, Y Liu, JW Verjans, R Singh, G Carneiro
Medical image analysis 90, 102930, 2023
282023
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