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Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
Author / Creator:Dou, Qi ; So, Tiffany Y. ; Jiang, Meirui ; Liu, Quande ; Vardhanabhuti, Varut ; Kaissis, Georgios ; Li, Zeju ; Si, Weixin ; Lee, Heather H. C. ; Yu, Kevin ; Feng, Zuxin ; Dong, Li ; Burian, Egon ; Jungmann, Friederike ; Braren, Rickmer ; Makowski, Marcus ; Kainz, Bernhard ; Rueckert, Daniel ; Glocker, Ben ; Yu, Simon C. H. ; Heng, Pheng Ann
Publisher:London: Nature Publishing Group UK
Journal title:NPJ digital medicine, 2021-03, Vol.4 (1), p.60-60, Article 60
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Early stage NSCLS patients' prognostic prediction with multi-information using transformer and graph neural network model
Author / Creator:Lian, Jie ; Deng, Jiajun ; Hui, Edward S ; Koohi-Moghadam, Mohamad ; She, Yunlang ; Chen, Chang ; Vardhanabhuti, Varut
Publisher:England: eLife Sciences Publications Ltd
Journal title:eLife, 2022-10, Vol.11
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Effect of machine learning re-sampling techniques for imbalanced datasets in 18F-FDG PET-based radiomics model on prognostication performance in cohorts of head and neck cancer patients
Author / Creator:Xie, Chenyi ; Du, Richard ; Ho, Joshua WK ; Pang, Herbert H ; Chiu, Keith WH ; Lee, Elaine YP ; Vardhanabhuti, Varut
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European journal of nuclear medicine and molecular imaging, 2020-11, Vol.47 (12), p.2826-2835
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Deep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat–water decomposition MRI
Author / Creator:Ding, Jie ; Cao, Peng ; Chang, Hing-Chiu ; Gao, Yuan ; Chan, Sophelia Hoi Shan ; Vardhanabhuti, Varut
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Insights into imaging, 2020-11, Vol.11 (1), p.1-11, Article 128
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Association between IVIM parameters and treatment response in locally advanced squamous cell cervical cancer treated by chemoradiotherapy
Author / Creator:Perucho Jose Angelo Udal ; Wang, Mandi ; Varut, Vardhanabhuti ; Tse, Ka Yu ; Chan Karen Kar Loen ; Lee Elaine Yuen Phin
Publisher:Heidelberg: Springer Nature B.V
Journal title:European radiology, 2021-10, Vol.31 (10), p.7845-7854
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Admission blood tests predicting survival of SARS-CoV-2 infected patients: a practical implementation of graph convolution network in imbalance dataset
Author / Creator:Lian, Jie ; Huang, Fan ; Huang, Xinhai ; Lau, Kitty Yu-Yeung ; Ng, Kei Shing ; Chu, Carlin Chun Fai ; Lam, Simon Ching ; Koohli-Moghadam, Mohamad ; Vardhanabhuti, Varut
Publisher:England: BioMed Central Ltd
Journal title:BMC infectious diseases, 2024-08, Vol.24 (1), p.803-11, Article 803
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Photon-Counting CT Material Decomposition in Bone Imaging
Author / Creator:Bhattarai, Abhisek ; Tanaka, Ray ; Yeung, Andy Wai Kan ; Vardhanabhuti, Varut
Publisher:Switzerland: MDPI AG
Journal title:Journal of imaging, 2023-10, Vol.9 (10), p.209
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Joint Cancer Segmentation and PI-RADS Classification on Multiparametric MRI Using MiniSegCaps Network
Author / Creator:Jiang, Wenting ; Lin, Yingying ; Vardhanabhuti, Varut ; Ming, Yanzhen ; Cao, Peng
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2023-02, Vol.13 (4), p.615
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Predicting CT-Based Coronary Artery Disease Using Vascular Biomarkers Derived from Fundus Photographs with a Graph Convolutional Neural Network
Author / Creator:Huang, Fan ; Lian, Jie ; Ng, Kei-Shing ; Shih, Kendrick ; Vardhanabhuti, Varut
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2022-06, Vol.12 (6), p.1390
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Dropout in Neural Networks Simulates the Paradoxical Effects of Deep Brain Stimulation on Memory
Author / Creator:Tan, Shawn Zheng Kai ; Du, Richard ; Perucho, Jose Angelo Udal ; Chopra, Shauhrat S ; Vardhanabhuti, Varut ; Lim, Lee Wei
Publisher:Switzerland: Frontiers Research Foundation
Journal title:Frontiers in aging neuroscience, 2020-09, Vol.12, p.273-273
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B-Value Optimization in the Estimation of Intravoxel Incoherent Motion Parameters in Patients with Cervical Cancer
Author / Creator:Perucho, Jose Angelo Udal ; Chang, Hing Chiu Charles ; Vardhanabhuti, Varut ; Wang, Mandi ; Becker, Anton Sebastian ; Wurnig, Moritz Christoph ; Lee, Elaine Yuen Phin
Publisher:Korea (South): The Korean Society of Radiology
Journal title:Korean Journal of Radiology, 2020, 21(2), , pp.218-227
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Machine learning application for the prediction of SARS-CoV-2 infection using blood tests and chest radiograph
Author / Creator:Du, Richard ; Tsougenis, Efstratios D. ; Ho, Joshua W. K. ; Chan, Joyce K. Y. ; Chiu, Keith W. H. ; Fang, Benjamin X. H. ; Ng, Ming Yen ; Leung, Siu-Ting ; Lo, Christine S. Y. ; Wong, Ho-Yuen F. ; Lam, Hiu-Yin S. ; Chiu, Long-Fung J. ; So, Tiffany Y ; Wong, Ka Tak ; Wong, Yiu Chung I. ; Yu, Kevin ; Yeung, Yiu-Cheong ; Chik, Thomas ; Pang, Joanna W. K. ; Wai, Abraham Ka-chung ; Kuo, Michael D. ; Lam, Tina P. W. ; Khong, Pek-Lan ; Cheung, Ngai-Tseung ; Vardhanabhuti, Varut
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-07, Vol.11 (1), p.14250-14250, Article 14250
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Personalized progression modelling and prediction in Parkinson’s disease with a novel multi-modal graph approach
Author / Creator:Lian, Jie ; Luo, Xufang ; Shan, Caihua ; Han, Dongqi ; Zhang, Chencheng ; Vardhanabhuti, Varut ; Li, Dongsheng ; Qiu, Lili
Publisher:London: Nature Publishing Group UK
Journal title:NPJ Parkinson's Disease, 2024-12, Vol.10 (1), p.229-10, Article 229
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Design and synthesis of chiral DOTA-based MRI contrast agents with remarkable relaxivities
Author / Creator:Zhang, Junhui ; Dai, Lixiong ; He, Li ; Bhattarai, Abhisek ; Chan, Chun-Ming ; Tai, William Chi-Shing ; Vardhanabhuti, Varut ; Law, Ga-Lai
Publisher:London: Nature Publishing Group UK
Journal title:Communications chemistry, 2023-11, Vol.6 (1), p.251-251, Article 251
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Cardiac magnetic resonance for asymptomatic patients with type 2 diabetes and cardiovascular high risk (CATCH): a pilot study
Author / Creator:Ng, Ming-Yen ; Zhou, Wenli ; Vardhanabhuti, Varut ; Lee, Chi-Ho ; Yu, Esther Yee Tak ; Wan, Eric Yuk Fai ; Chan, Kit ; Yan, Andrew T ; Ip, Tai-Pang ; Yiu, Kai-Hang ; Wintersperger, Bernd J
Publisher:England: BioMed Central
Journal title:Cardiovascular diabetology, 2020-03, Vol.19 (1), p.42-42, Article 42
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A Multimodal Deep Learning Approach to Predicting Systemic Diseases from Oral Conditions
Author / Creator:Zhao, Dan ; Homayounfar, Morteza ; Zhen, Zhe ; Wu, Mei-Zhen ; Yu, Shuk Yin ; Yiu, Kai-Hang ; Vardhanabhuti, Varut ; Pelekos, George ; Jin, Lijian ; Koohi-Moghadam, Mohamad
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2022-12, Vol.12 (12), p.3192
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Automatic Multiparametric Magnetic Resonance Imaging‐Based Prostate Lesions Assessment with Unsupervised Domain Adaptation
Author / Creator:Dai, Jing ; Wang, Xiaomei ; Li, Yingqi ; Liu, Zhiyu ; Ng, Yui-Lun ; Xiao, Jiaren ; Fan, Joe King Man ; Lam, James ; Dou, Qi ; Vardhanabhuti, Varut ; Kwok, Ka-Wai
Publisher:Weinheim: John Wiley & Sons, Inc
Journal title:Advanced intelligent systems, 2023-09, Vol.5 (9), p.n/a
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Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
Author / Creator:Dou, Qi ; So, Tiffany Y. ; Jiang, Meirui ; Liu, Quande ; Vardhanabhuti, Varut ; Kaissis, Georgios ; Li, Zeju ; Si, Weixin ; Lee, Heather H. C. ; Yu, Kevin ; Feng, Zuxin ; Dong, Li ; Burian, Egon ; Jungmann, Friederike ; Braren, Rickmer ; Makowski, Marcus ; Kainz, Bernhard ; Rueckert, Daniel ; Glocker, Ben ; Yu, Simon C. H. ; Heng, Pheng Ann
Publisher:London: Nature Publishing Group UK
Journal title:NPJ digital medicine, 2022-04, Vol.5 (1), p.56-56, Article 56
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Comparison of image quality between filtered back-projection and the adaptive statistical and novel model-based iterative reconstruction techniques in abdominal CT for renal calculi
Author / Creator:Vardhanabhuti, Varut ; Ilyas, Sumaira ; Gutteridge, Catherine ; Freeman, Simon J. ; Roobottom, Carl A.
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Insights into imaging, 2013-10, Vol.4 (5), p.661-669
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Computed Tomography of Cartilage: An Exploration of Novel Cationic Bismuth Contrast Agent
Author / Creator:Bhattarai, Abhisek ; Lok, Jamie Guan-Tai ; Sun, Hongzhe ; Vardhanabhuti, Varut
Publisher:Cham: Springer International Publishing
Journal title:Annals of biomedical engineering, 2023-05, Vol.51 (5), p.977-986
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Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

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Early stage NSCLS patients' prognostic prediction with multi-information using transformer and graph neural network model

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Effect of machine learning re-sampling techniques for imbalanced datasets in 18F-FDG PET-based radiomics model on prognostication performance in cohorts of head and neck cancer patients

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Deep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat–water decomposition MRI

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Association between IVIM parameters and treatment response in locally advanced squamous cell cervical cancer treated by chemoradiotherapy

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Admission blood tests predicting survival of SARS-CoV-2 infected patients: a practical implementation of graph convolution network in imbalance dataset

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Photon-Counting CT Material Decomposition in Bone Imaging

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Joint Cancer Segmentation and PI-RADS Classification on Multiparametric MRI Using MiniSegCaps Network

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Predicting CT-Based Coronary Artery Disease Using Vascular Biomarkers Derived from Fundus Photographs with a Graph Convolutional Neural Network

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Dropout in Neural Networks Simulates the Paradoxical Effects of Deep Brain Stimulation on Memory

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B-Value Optimization in the Estimation of Intravoxel Incoherent Motion Parameters in Patients with Cervical Cancer

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Machine learning application for the prediction of SARS-CoV-2 infection using blood tests and chest radiograph

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Personalized progression modelling and prediction in Parkinson’s disease with a novel multi-modal graph approach

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Design and synthesis of chiral DOTA-based MRI contrast agents with remarkable relaxivities

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Cardiac magnetic resonance for asymptomatic patients with type 2 diabetes and cardiovascular high risk (CATCH): a pilot study

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A Multimodal Deep Learning Approach to Predicting Systemic Diseases from Oral Conditions

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Automatic Multiparametric Magnetic Resonance Imaging‐Based Prostate Lesions Assessment with Unsupervised Domain Adaptation

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Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

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Comparison of image quality between filtered back-projection and the adaptive statistical and novel model-based iterative reconstruction techniques in abdominal CT for renal calculi

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Computed Tomography of Cartilage: An Exploration of Novel Cationic Bismuth Contrast Agent

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