Tian Liu | DeepAI

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Featured Co-authors

Jian Zhang
226 publications
Jing Wang
124 publications
Ting Wang
85 publications
Octavia A. Dobre
78 publications
Yue Chen
59 publications
Shun Zhang
37 publications
Xian Wei
29 publications
Xiaofeng Yang
27 publications
Xiangfeng Wang
23 publications
Shigang Yue
22 publications
Miao Pan
21 publications

∙ 04/30/2023

Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI

Multiparametric magnetic resonance imaging (mpMRI) has demonstrated prom...

0 Yuheng Li, et al. ∙

∙ 04/28/2023

Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis

This study aims to develop a novel Cycle-guided Denoising Diffusion Prob...

0 Shaoyan Pan, et al. ∙

∙ 02/25/2023

Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation

In this work, we propose an adversarial attack-based data augmentation m...

0 Shaoyan Pan, et al. ∙

∙ 09/14/2022

Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory

This study proposed a deep learning-based tracking method for ultrasound...

17 Yupei Zhang, et al. ∙

∙ 08/29/2022

Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy

CBCTs in image-guided radiotherapy provide crucial anatomy information f...

5 Huiqiao Xie, et al. ∙

∙ 07/25/2022

Technical Report: Assisting Backdoor Federated Learning with Whole Population Knowledge Alignment

Due to the distributed nature of Federated Learning (FL), researchers ha...

0 Tian Liu, et al. ∙

∙ 06/28/2022

Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions

Motivation: Medical image analysis involves tasks to assist physicians i...

23 Mingzhe Hu, et al. ∙

∙ 02/23/2022

FedCAT: Towards Accurate Federated Learning via Device Concatenation

As a promising distributed machine learning paradigm, Federated Learning...

2 Ming Hu, et al. ∙

∙ 01/29/2022

Towards Fast and Accurate Federated Learning with non-IID Data for Cloud-Based IoT Applications

As a promising method of central model training on decentralized device ...

2 Tian Liu, et al. ∙

∙ 11/29/2021

Efficient Federated Learning for AIoT Applications Using Knowledge Distillation

As a promising distributed machine learning paradigm, Federated Learning...

2 Tian Liu, et al. ∙

∙ 08/09/2021

Deep Learning Based Antenna-time Domain Channel Extrapolation for Hybrid mmWave Massive MIMO

In a time-varying massive multiple-input multipleoutput (MIMO) system, t...

0 Shunbo Zhang, et al. ∙

∙ 05/20/2021

Profiling Visual Dynamic Complexity Using a Bio-Robotic Approach

Visual dynamic complexity is a ubiquitous, hidden attribute of the visua...

0 Qinbing Fu, et al. ∙

∙ 03/25/2021

Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review

Medical imaging is widely used in cancer diagnosis and treatment, and ar...

0 Mingquan Lin, et al. ∙

∙ 06/28/2020

FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications

Along with the proliferation of Artificial Intelligence (AI) and Interne...

2 Yunfei Song, et al. ∙

∙ 01/28/2020

Deep Learning in Multi-organ Segmentation

This paper presents a review of deep learning (DL) in multi-organ segmen...

0 Yang Lei, et al. ∙

∙ 01/18/2020

Machine Learning in Quantitative PET Imaging

This paper reviewed the machine learning-based studies for quantitative ...

0 Tonghe Wang, et al. ∙

∙ 12/27/2019

Deep Learning in Medical Image Registration: A Review

This paper presents a review of deep learning (DL) based medical image r...

111 Yabo Fu, et al. ∙

∙ 12/17/2019

Feature Fusion Use Unsupervised Prior Knowledge to Let Small Object Represent

Fusing low level and high level features is a widely used strategy to pr...

0 Tian Liu, et al. ∙

∙ 06/26/2019

Adversarial FDI Attack against AC State Estimation with ANN

Artificial neural network (ANN) provides superior accuracy for nonlinear...

5 Tian Liu, et al. ∙

∙ 05/27/2019

ColCOSΦ: A Multiple Pheromone Communication System for Swarm Robotics and Social Insects Research

In the last few decades we have witnessed how the pheromone of social in...

0 Xuelong Sun, et al. ∙

∙ 06/13/2017

A New Probabilistic Algorithm for Approximate Model Counting

Constrained counting is important in domains ranging from artificial int...

0 Cunjing Ge, et al. ∙

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