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SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Meng, Runqi
;
Liu, Zonglin
;
Sun, Yiqun
;
Jia, Dengqiang
;
Teng, Lin
收藏
  |  
浏览/下载:83/0
  |  
提交时间:2024/11/08
Diagnosis
Lung cancer
Multi-task learning
Oncology
Cancer patients
MR-images
Multi-task model
Multitask learning
Performance
Rectal cancer
Rectal cancer analyze
Survival analysis
Treatment planning
Vision-language alignment
Preface
期刊论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), 2025, 卷号: 15242 LNCS, 页码: vi
作者:
Xu, Xuanang
;
Rekik, Islem
;
Cui, Zhiming
;
Ouyang, Xi
;
Sun, Kaicong
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2024/11/29
Preface
期刊论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), 2025, 卷号: 15241 LNCS, 页码: v
作者:
Xu, Xuanang
;
Rekik, Islem
;
Cui, Zhiming
;
Ouyang, Xi
;
Sun, Kaicong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/12/13
Detail-preserving image warping by enforcing smooth image sampling
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Sha, Qingrui
;
Sun, Kaicong
;
Jiang, Caiwen
;
Xu, Mingze
;
Xue, Zhong
Adobe PDF(4187Kb)
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收藏
  |  
浏览/下载:180/3
  |  
提交时间:2024/07/05
Image enhancement
Image registration
Magnetic resonance imaging
Medical imaging
Signal sampling
Deformable registration
Detail preservation
Detail preserving
Dynamic contrast-enhanced magnetic resonance imaging
Frequency map
Image information
Image warping
Phase dynamics
Sampling frequencies
Sampling frequency map
Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation
预印本
2024
作者:
Wang, Yulin
;
Xiong, Honglin
;
Sun, Kaicong
;
Bai, Shuwei
;
Dai, Ling
收藏
  |  
浏览/下载:110/0
  |  
提交时间:2024/10/14
A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis
预印本
2024
作者:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Sun, Kaicong
;
Shen, Dinggang
Adobe PDF(441Kb)
  |  
收藏
  |  
浏览/下载:108/0
  |  
提交时间:2024/08/14
Alzheimer’s disease
Multi-modality fusion
Contrastive learning
Explanation analysis
Multi-stage framework
NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Meng, Runqi
;
Zhang, Xiao
;
Huang, Shijie
;
Gu, Yuning
;
Liu, Guiqin
Adobe PDF(2640Kb)
  |  
收藏
  |  
浏览/下载:223/16
  |  
提交时间:2024/04/26
Anisotropy
Chemical activation
Diagnosis
Diseases
Image segmentation
Learning systems
Magnetic resonance imaging
Tumors
Urology
Adaptive learning
Learning network
Multi-modal
Prostate cancers
Prostate tumor
Segmentation methods
Specific information
Subject-specific
Tumor delineation
Tumor segmentation
Adaptive High-frequency Enhancement Network with Equilibrated Mechanism for MR Imaging
会议论文
ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGYSOCIETY
作者:
Liu Y(柳叶)
;
Sun KC(孙开聪)
;
Li C(李崇)
;
Li QN(李庆能)
;
Cui ZX(崔卓须)
收藏
  |  
浏览/下载:82/0
  |  
提交时间:2024/09/27
Multi-modal Modality-masked Diffusion Network for Brain MRI Synthesis with Random Modality Missing
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 2587-2598
作者:
Xiangxi Meng
;
Kaicong Sun
;
Jun Xu
;
Xuming He
;
Dinggang Shen
Adobe PDF(2104Kb)
  |  
收藏
  |  
浏览/下载:188/0
  |  
提交时间:2024/03/29
Brain MRI synthesis
arbitrary modality missing
diffusion model
multi-modal multi-task learning
A Modality-Flexible Framework for Alzheimer's Disease Diagnosis Following Clinical Routine
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99
作者:
Yuanwang Zhang
;
Kaicong Sun
;
Yuxiao Liu
;
Fang Xie
;
Qihao Guo
Adobe PDF(2076Kb)
  |  
收藏
  |  
浏览/下载:69/0
  |  
提交时间:2024/10/08
Data fusion
Diagnosis
Diffusion tensor imaging
Image coding
Alzheimer disease diagnose
Alzheimers disease
Clinical routine
Disease diagnosis
Imaging and non-imaging data
Imaging data
Multi-modal fusion
Non-imaging
Tabular data
Transformer