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2024

Conference Publication

Fast controllable diffusion models for undersampled MRI reconstruction

Jiang, Wei, Xiong, Zhuang, Liu, Feng, Ye, Nan and Sun, Hongfu (2024). Fast controllable diffusion models for undersampled MRI reconstruction. 2024 IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece, 27-30 May 2024. Piscataway, NJ, United States: IEEE. doi: 10.1109/isbi56570.2024.10635891

Fast controllable diffusion models for undersampled MRI reconstruction

2024

Conference Publication

Single image compressed sensing MRI via a self-supervised deep denoising approach

Bran Lorenzana, Marlon, Liu, Feng and Chandra, Shekhar S. (2024). Single image compressed sensing MRI via a self-supervised deep denoising approach. 2024 IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece, 27-30 May 2024. Piscataway, NJ, United States: IEEE. doi: 10.1109/isbi56570.2024.10635749

Single image compressed sensing MRI via a self-supervised deep denoising approach

2024

Conference Publication

Image reconstruction for an 8-element loop-dipole rotating RF coil array (RRFCA) using a novel calibration-free GRAPPA-based method

West, Lachlan, Phair, Andrew, Li, Mingyan, Brideson, Michael, Bassom, Andrew and Liu, Feng (2024). Image reconstruction for an 8-element loop-dipole rotating RF coil array (RRFCA) using a novel calibration-free GRAPPA-based method. 2024 ISMRM & ISMRT Annual Meeting, Singapore, 4-9 May 2024. Concord, CA United States: ISMRM. doi: 10.58530/2024/0041

Image reconstruction for an 8-element loop-dipole rotating RF coil array (RRFCA) using a novel calibration-free GRAPPA-based method

2024

Conference Publication

QSM Reconstruction of Arbitrary Dipole Orientations using an End-to-end Neural Network via Latent Feature Editing

Gao, Yang, Xiong, Zhuang, Shan, Shanshan, Li, Min, Wilman, Alan H, Pike, G. Bruce, Liu, Feng and Sun, Hongfu (2024). QSM Reconstruction of Arbitrary Dipole Orientations using an End-to-end Neural Network via Latent Feature Editing. 2024 ISMRM & ISMRT Annual Meeting, Singapore, 4-9 May 2024. Concord, CA United States: ISMRM. doi: 10.58530/2024/2453

QSM Reconstruction of Arbitrary Dipole Orientations using an End-to-end Neural Network via Latent Feature Editing

2023

Conference Publication

An improved anchor-free nodule detection system using feature pyramid network

Song, Wenjia, Tang, Fangfang, Marshall, Henry, Fong, Kwun M. and Liu, Feng (2023). An improved anchor-free nodule detection system using feature pyramid network. 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Sydney, NSW Australia, 24-27 July 2023. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/EMBC40787.2023.10340341

An improved anchor-free nodule detection system using feature pyramid network

2023

Conference Publication

Tuberculosis screening with cough sounds using the deep learning models

Yuan, Haixin, Lou, Xiaomin, Chen, Yuanyuan, Meng, Zijun, Bai, Junrong, Liu, Feng and Xu, Wenlong (2023). Tuberculosis screening with cough sounds using the deep learning models. 2023 4th International Conference on Big Data and Artificial Intelligence and Software Engineering (ICBASE), Nanjing, China, 25-27 August 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/icbase59196.2023.10303016

Tuberculosis screening with cough sounds using the deep learning models

2023

Conference Publication

AF automatic classification based on different time-delay values of the recurrence plot

Zhang, Hua, Liu, Chengyu, Tang, Fangfang, Li, Mingyan, Xia, Ling, Crozier, Stuart, Xu, Wenlong and Liu, Feng (2023). AF automatic classification based on different time-delay values of the recurrence plot. 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Sydney, NSW Australia, 24-27 July 2023. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/EMBC40787.2023.10340928

AF automatic classification based on different time-delay values of the recurrence plot

2023

Conference Publication

Multi-branch integrated model for respiratory disease screening using cough sounds

Liu, Wenlong, Xu, Wenlong, Jiang, Peirong, Zhang, Ning, Yuan, Haixin and Liu, Feng (2023). Multi-branch integrated model for respiratory disease screening using cough sounds. 2023 5th International Symposium on Smart and Healthy Cities (ISHC), Hainan, China, 16-17 December 2023. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ISHC61216.2023.00015

Multi-branch integrated model for respiratory disease screening using cough sounds

2023

Conference Publication

MTT-DynGL: towards multidimensional topology -oriented time -series dynamic graphs learning model

Shi, Chen, Mao, Yujie, Shen, Yiding, Xiong, Wenli, Liu, Feng, Li, Chenhui and Wang, Changbo (2023). MTT-DynGL: towards multidimensional topology -oriented time -series dynamic graphs learning model. 23rd IEEE International Conference on Data Mining (IEEE ICDM), Shanghai, China, 1-4 December 2023. Los Alamitos, CA, United States: IEEE Computer Society. doi: 10.1109/ICDM58522.2023.00167

MTT-DynGL: towards multidimensional topology -oriented time -series dynamic graphs learning model

2023

Conference Publication

Exposure of infants in baby gradient coils

Tang, Fangfang, Giaccone, Luca, Freschi, Fabio, Crozier, Stuart and Liu, Feng (2023). Exposure of infants in baby gradient coils. ISMRM Annual Meeting, London, United Kingdom, 7-12 May 2022. Concord, CA, United States: ISMRM. doi: 10.58530/2022/4372

Exposure of infants in baby gradient coils

2023

Conference Publication

Tuberculosis detection based on cough sounds: a multi-model voting mechanism

Bao, Xiaofan, Xu, Wenlong, Pan, Chen, Liu, Wenlong, Lou, Xiaomin, Chen, Yuanyuan, Zhao, Xiaoqiang, Zhang, Chenlu and Liu, Feng (2023). Tuberculosis detection based on cough sounds: a multi-model voting mechanism. 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), Taizhou, China, 28-30 October 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/CISP-BMEI60920.2023.10373284

Tuberculosis detection based on cough sounds: a multi-model voting mechanism

2023

Conference Publication

QSM from the raw phase using an end-to-end neural network

Gao, Yang, Xiong, Zhuang, Fazlollahi, Amir, Nestor, Peter, Vegh, Viktor, Pike, G. Bruce, Crozier, Stuart, Liu, Feng and Sun, Hongfu (2023). QSM from the raw phase using an end-to-end neural network. ISMRM Annual Meeting, London, United Kingdom, 7-12 May 2022. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2022/4740

QSM from the raw phase using an end-to-end neural network

2022

Conference Publication

Undersampled MRI reconstruction with side information-guided normalisation

Liu, Xinwen, Wang, Jing, Peng, Cheng, Chandra, Shekhar S., Liu, Feng and Zhou, S. Kevin (2022). Undersampled MRI reconstruction with side information-guided normalisation. Medical Image Computing and Computer Assisted Intervention – MICCAI, Singapore, Singapore, 18-22 September 2022. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-16446-0_31

Undersampled MRI reconstruction with side information-guided normalisation

2021

Conference Publication

Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method

Shi, Ke, Li, Mingyan, Weber, Ewald, Crozier, Stuart and Liu, Feng (2021). Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method. Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Virtual, 1-5 November 2021. Piscataway, NJ, United States: IEEE. doi: 10.1109/EMBC46164.2021.9631104

Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method

2021

Conference Publication

Universal Undersampled MRI Reconstruction

Liu, Xinwen, Wang, Jing, Liu, Feng and Zhou, S. Kevin (2021). Universal Undersampled MRI Reconstruction. MICCAI 2021: Medical Image Computing and Computer Assisted Intervention, Strasbourg, France, 27 September - 1 October 2021. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-87231-1_21

Universal Undersampled MRI Reconstruction

2021

Conference Publication

Accelerating QSM using compressed sensing and deep neural network

Gao, Yang, Liu, Feng, Crozier, Stuart and Sun, Hongfu (2021). Accelerating QSM using compressed sensing and deep neural network. 2021 ISMRM & SMRT Annual Meeting & Exhibition, Online, 15-20 May 2021. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine.

Accelerating QSM using compressed sensing and deep neural network

2020

Conference Publication

Deep simultaneous optimization of sampling and reconstruction for multi-contrast MRI

Liu, Xinwen, Wang, Jing, Tang, Fangfang, Chandra, Shekhar S., Liu, Feng and Crozier, Stuart (2020). Deep simultaneous optimization of sampling and reconstruction for multi-contrast MRI. ISMRM & SMRT Virtual Conference & Exhibition, 2020, Online, 8-14 August 2020.

Deep simultaneous optimization of sampling and reconstruction for multi-contrast MRI

2020

Conference Publication

Rapid region-of-interest MRI reconstruction using context-aware rapid region-of-interest MRI reconstruction using context-aware non-local U-net

Liu, Xinwen, Wang, Jing, Tang, Fangfang, Sun, Hongfu, Liu, Feng and Crozier, Stuart (2020). Rapid region-of-interest MRI reconstruction using context-aware rapid region-of-interest MRI reconstruction using context-aware non-local U-net. ISMRM & SMRT Virtual Conference & Exhibition, 2020, Virtual, 8-14 August 2020.

Rapid region-of-interest MRI reconstruction using context-aware rapid region-of-interest MRI reconstruction using context-aware non-local U-net

2019

Conference Publication

A novel mixed integer programming scheme for passive shimming in MRI

Qu, Hongyi, Niu, Chaoqun, Liu, Yang, Wang, Qiuliang and Liu, Feng (2019). A novel mixed integer programming scheme for passive shimming in MRI. Photonics & Electromagnetics Research Symposium - Fall (PIERS - Fall), Xiamen, China, 17-20 December 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/PIERS-Fall48861.2019.9021454

A novel mixed integer programming scheme for passive shimming in MRI

2019

Conference Publication

Modeling an Information-based Advanced Persistent Threat Attack on the Internal Network

Yan, Dingyu, Liu, Feng and Jia, Kun (2019). Modeling an Information-based Advanced Persistent Threat Attack on the Internal Network. IEEE International Conference on Communications (IEEE ICC), Shanghai Peoples R China, May 20-24, 2019. NEW YORK: IEEE. doi: 10.1109/icc.2019.8761077

Modeling an Information-based Advanced Persistent Threat Attack on the Internal Network