Xiaofeng Yang | DeepAI

DeepAI AI Chat

Featured Co-authors

Hao Wang
366 publications
Chi Zhang
179 publications
Kai Wang
141 publications
Jing Wang
124 publications
Lei Yang
117 publications
Lin Li
101 publications
Guosheng Lin
98 publications
Yue Chen
59 publications
Yi Fang
54 publications
Gang Yu
54 publications
Wolfgang Gatterbauer
29 publications

∙ 08/24/2023

Full-dose PET Synthesis from Low-dose PET Using High-efficiency Diffusion Denoising Probabilistic Model

To reduce the risks associated with ionizing radiation, a reduction of r...

0 Shaoyan Pan, et al. ∙

∙ 08/22/2023

IT3D: Improved Text-to-3D Generation with Explicit View Synthesis

Recent strides in Text-to-3D techniques have been propelled by distillin...

0 Yiwen Chen, et al. ∙

∙ 08/04/2023

Attention-Driven Lightweight Model for Pigmented Skin Lesion Detection

This study presents a lightweight pipeline for skin lesion detection, ad...

0 Mingzhe Hu, et al. ∙

∙ 05/31/2023

Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model

Magnetic resonance imaging (MRI)-based synthetic computed tomography (sC...

0 Shaoyan Pan, et al. ∙

∙ 05/21/2023

BreastSAM: A Study of Segment Anything Model for Breast Tumor Detection in Ultrasound Images

Breast cancer is one of the most common cancers among women worldwide, w...

0 Mingzhe Hu, et al. ∙

∙ 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. ∙

∙ 04/29/2023

Polyp-SAM: Transfer SAM for Polyp Segmentation

Colon polyps are considered important precursors for colorectal cancer. ...

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. ∙

∙ 04/27/2023

SkinSAM: Empowering Skin Cancer Segmentation with Segment Anything Model

Skin cancer is a prevalent and potentially fatal disease that requires a...

0 Mingzhe Hu, et al. ∙

∙ 04/11/2023

Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT

In this paper, we aimed to provide a review and tutorial for researchers...

0 Mingzhe Hu, 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. ∙

∙ 01/18/2023

Effective End-to-End Vision Language Pretraining with Semantic Visual Loss

Current vision language pretraining models are dominated by methods usin...

0 Xiaofeng Yang, et al. ∙

∙ 11/24/2022

Error estimates for the scalar auxiliary variable (SAV) scheme to the Cahn-Hilliard equation

The optimal error estimate that depending only on the polynomial degree ...

0 Shu Ma, 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. ∙

∙ 07/19/2022

DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation

Causal Inference has wide applications in various areas such as E-commer...

0 Kailiang Zhong, 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. ∙

∙ 04/16/2022

Multi-organ Segmentation Network with Adversarial Performance Validator

CT organ segmentation on computed tomography (CT) images becomes a signi...

11 Haoyu Fang, et al. ∙

∙ 04/01/2022

Deep Q-learning of global optimizer of multiply model parameters for viscoelastic imaging

Objective: Estimation of the global optima of multiple model parameters ...

0 Hongmei Zhang, et al. ∙

∙ 01/06/2022

Self-Training Vision Language BERTs with a Unified Conditional Model

Natural language BERTs are trained with language corpus in a self-superv...

10 Xiaofeng Yang, et al. ∙

∙ 06/07/2021

DMBGN: Deep Multi-Behavior Graph Networks for Voucher Redemption Rate Prediction

In E-commerce, vouchers are important marketing tools to enhance users' ...

0 Fengtong Xiao, 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. ∙

∙ 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. ∙

∙ 11/13/2019

Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries

We study ranked enumeration of the results to a join query in order of d...

0 Nikolaos Tziavelis, et al. ∙

∙ 02/16/2018

Any-k: Anytime Top-k Tree Pattern Retrieval in Labeled Graphs

Many problems in areas as diverse as recommendation systems, social netw...

0 Xiaofeng Yang, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world