Tian Liu

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics.

An Ensemble Learning-Based Cooperative Defensive Architecture Against Adversarial Attacks

Tian Liu, Mingsong Chen, Ming Hu, 2020 .

An institutional study on plan quality and variation of manual forward planning for Gamma Knife radiosurgery for vestibular schwannoma

Tian Liu, Zhen Tian, Tonghe Wang, 2020 .

Amount of Escape Estimation Based on Bayesian and MCMC Approaches for RNA Interference

Tian Liu, Changguo Li, Ming Ye, 2019, Molecular therapy. Nucleic acids.

A standardized commissioning framework of Monte Carlo dose calculation algorithms for proton pencil beam scanning treatment planning systems.

Tian Liu, Sheng Huang, Rongxiao Zhang, 2020, Medical physics.

Automated Left Ventricular Myocardium Segmentation Using 3D Deeply Supervised Attention U-Net for Coronary Computed Tomography Angiography.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

MRI-based Treatment Planning for Proton Radiotherapy: Dosimetric Validation of a Deep Learning-based Liver Synthetic CT Generation Method

Tian Liu, Yang Lei, Jun Zhou, 2019, Physics in medicine and biology.

A denoising algorithm for CT image using low-rank sparse coding

Tian Liu, Dong Xu, Yang Lei, 2018, Medical Imaging.

High-resolution CT image retrieval using sparse convolutional neural network

Tian Liu, Dong Xu, Yang Lei, 2018, Medical Imaging.

Analytical Low-Dose CBCT Reconstruction Using Non-local Total Variation Regularization for Image Guided Radiation Therapy

Tian Liu, Xiaofeng Yang, Changsoo Kim, 2020, Frontiers in Oncology.

Intensity non-uniformity correction in MR imaging using residual cycle generative adversarial network

Yang Lei, Tian Liu, Tonghe Wang, 2020, Physics in medicine and biology.

Automated coronary artery segmentation in Coronary Computed Tomography Angiography (CCTA) using deep learning neural networks

Yang Lei, Tian Liu, Yabo Fu, 2020, Medical Imaging.

Cone-beam CT-derived relative stopping power map generation via deep learning for proton radiotherapy.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Deep learning-based breast tumor detection and segmentation in 3D ultrasound image

Yang Lei, Tian Liu, Dong Xu, 2020, Medical Imaging.

Weekly supervised convolutional long short-term memory neural networks for MR-TRUS registration

Jiwoong Jeong, Yang Lei, Tian Liu, 2020, Medical Imaging.

Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study

Yang Lei, Tian Liu, Zhen Tian, 2020, Physics in medicine and biology.

Generative Adversarial Network for Image Synthesis

Tian Liu, Yang Lei, Tonghe Wang, 2020, 2012.15446.

LungRegNet: an unsupervised deformable image registration method for 4D-CT lung.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network.

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

FDA$^3$: Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications pdf

Tian Liu, Tongquan Wei, Mingsong Chen, 2020, IEEE Transactions on Industrial Informatics.

Technical Note: plan-delivery-time constrained inverse optimization method with minimum-MU-per-energy-layer (MMPEL) for efficient pencil beam scanning proton therapy.

Tian Liu, Yuting Lin, Benjamin Clasie, 2020, Medical physics.

Deformable MR-CBCT Prostate Registration using Biomechanically Constrained Deep Learning Networks.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Multi-needle Localization with Attention U-Net in US-guided HDR Prostate Brachytherapy.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Medical Imaging Synthesis using Deep Learning and its Clinical Applications: A Review

Tian Liu, Yabo Fu, Tonghe Wang, 2020, 2004.10322.

Synthetic CT generation from non-attenuation corrected PET images for whole-body PET imaging

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Physics in medicine and biology.

Improving image quality of cone-beam CT using alternating regression forest

Tian Liu, Yang Lei, Xiaofeng Yang, 2018, Medical Imaging.

MRI-based pseudo CT synthesis using anatomical signature and alternating random forest with iterative refinement model

Tian Liu, Yang Lei, Sibo Tian, 2018, Journal of medical imaging.

Deep learning-based attenuation correction in the absence of structural information for whole-body positron emission tomography imaging

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Physics in medicine and biology.

Multimodal MRI Synthesis Using Unified Generative Adversarial Networks.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Ultrasonic multifeature analysis procedures for breast lesion classification

Tian Liu, Ernest J. Feleppa, Andrew Kalisz, 2000, Medical Imaging.

Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation

Tian Liu, Yang Lei, Sibo Tian, 2019, Medical physics.

CT-based pancreatic multi-organ segmentation by a 3D deep attention U-net network

Yang Lei, Tian Liu, Yabo Fu, 2020, Medical Imaging.

Multi-needle detection in 3D ultrasound images with sparse dictionary learning

Jiwoong Jeong, Yang Lei, Tian Liu, 2020, Medical Imaging.

Weakly supervised multi-needle detection in 3D ultrasound images with bidirectional convolutional sparse coding

Yang Lei, Tian Liu, Joseph Harms, 2020, Medical Imaging.

Wavelet-based protoacoustic signal denoising for proton range verification

Tian Liu, Jun Zhou, Wei Nie, 2020, Medical Imaging.

Automatic multiorgan segmentation in thorax CT images using U-net-GAN.

Tian Liu, Yang Lei, Xiaofeng Yang, 2019, Medical physics.

Synthetic MRI-aided Head-and-Neck Organs-at-Risk Auto-Delineation for CBCT-guided Adaptive Radiotherapy.

Yang Lei, Tian Liu, Tonghe Wang, 2020, 2010.04275.

Knowledge‐based radiation treatment planning: A data‐driven method survey

Yang Lei, Tian Liu, Yabo Fu, 2020, Journal of applied clinical medical physics.

Deep attentional GAN-based high-resolution ultrasound imaging

Yang Lei, Tian Liu, Zhen Tian, 2020, Medical Imaging.

Computer-aided diagnosis of breast lesions using a multifeature analysis procedure

Tian Liu, Ernest J. Feleppa, Andrew Kalisz, 2002, SPIE Medical Imaging.

Whole-body PET estimation from low count statistics using cycle-consistent generative adversarial networks

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Physics in medicine and biology.

MRI-based pseudo CT generation using classification and regression random forest

Yang Lei, Tian Liu, Joseph Harms, 2019, Medical Imaging.

MRI-only based synthetic CT generation using dense cycle consistent generative adversarial networks.

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Medical physics.

Magnetic resonance imaging-based pseudo computed tomography using anatomic signature and joint dictionary learning

Tian Liu, Yang Lei, Sibo Tian, 2018, Journal of medical imaging.