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Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss
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:
Huang, Shijie
;
Zhang, Kai
;
Huang, Jiawei
;
Kong, Lingnan
;
Zhu, Fangmei
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2024/11/29
Brain mapping
Deep learning
Image coding
Image enhancement
Image segmentation
Labeled data
Neonatal monitoring
Nuclear magnetic resonance
Self-supervised learning
Semi-supervised learning
Brain regions
Data augmentation
Fetal brain
Fine grained
Hierarchical model
Hierarchical network
Human Connectome
Segmentation
Semi-supervised learning
Simple++
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
Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective
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:
Zhang, Kai
;
Huang, Shijie
;
Zhu, Fangmei
;
Ding, Zhongxiang
;
Chen, Geng
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2024/11/29
Brain
Contrastive Learning
Deep learning
Image registration
Medical imaging
Atlas construction
Brain atlas
Deep learning
Feature space
Fetal brain
Geometric information
Learn+
Learning methods
Learning-based approach
Minimums distance
A Dual-Task Mutual Learning Framework for Predicting Post-thrombectomy Cerebral Hemorrhage
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 10, 2024 - October 10, 2024
作者:
Jiang, Caiwen
;
Wang, Tianyu
;
Xing, Xiaodan
;
Liu, Mianxin
;
Yang, Guang
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2024/11/08
Arthroplasty
Diagnosis
Attention mechanisms
Cerebral hemorrhage
Dual-task mutual learning
Dual-tasks
Haemorrage
Interactive attention
Mutual learning
Postoperative cerebral hemorrhage
Prediction of hemorrhage progression
Thrombectomy
Segmentation of infarct lesions and prognosis prediction for acute ischemic stroke using non-contrast CT scans
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2025, 卷号: 258
作者:
Wang, Xuechun
;
Meng, Yuting
;
Dong, Zhijian
;
Cao, Zehong
;
He, Yichu
Adobe PDF(6591Kb)
  |  
收藏
  |  
浏览/下载:39/4
  |  
提交时间:2024/11/29
Diagnosis
Image segmentation
Patient treatment
Prediction models
Radiology
Acute ischemic stroke
Confidence interval
CT-scan
Ischemic strokes
Neural-networks
Non-contrast CT
Patient triage
Prediction modelling
Prognosis prediction
Radiological features
IRUM: An Image Representation and Unified Learning Method for Breast Cancer Diagnosis from Multi-View Ultrasound Images
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:
Chen, Haoyuan
;
Li, Yonghao
;
Zhang, Jiadong
;
Xu, Qi
;
Li, Meiyu
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2024/11/29
Contrastive Learning
Lung cancer
Medical imaging
Ultrasonic imaging
Breast Cancer
Breast cancer diagnosis
Breast ultrasound imaging
Clinical settings
Consistency learning
Image representations
Learning methods
Multi-view diagnose
Multi-views
Ultrasound images
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression
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:
Jiang, Caiwen
;
Xing, Xiaodan
;
Ou, Zaixin
;
Liu, Mianxin
;
Simon, Walsh
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2024/11/29
Diagnosis
Patient treatment
Prediction models
Pulmonary diseases
Clinically informed
CLIP-based text processing
CT-scan
Diffusion model
Disease progression
Idiopathic pulmonary fibrosis
Prediction of pulmonary fibrose progression
Pulmonary fibrosis
Residual diffusion model
Text-processing
Clinical Brain MRI Super-Resolution with 2D Slice-Wise Diffusion Model
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:
Wang, Runqi
;
Cao, Zehong
;
He, Yichu
;
Liu, Jiameng
;
Shi, Feng
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2024/11/29
Bioinformatics
Brain mapping
Deep learning
Diffusion tensor imaging
Electroencephalography
Image segmentation
2-D slice
Brain imaging
Brain magnetic resonance imaging
Diffusion model
Plug-and-play
Real-world
Soft tissue
Spatial resolution
Superresolution
Synthetic data
Integrating Convolutional Neural Network and Transformer for Lumen Prediction Along the Aorta Sections
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:
Yang, Yichen
;
Jiang, Pengbo
;
Cai, Xiran
;
Xue, Zhong
;
Shen, Dinggang
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2024/11/29
Dissection
Image segmentation
Multilayer neural networks
Aortic dissection segmentation
Aortic dissections
Aortic walls
Context dependent
Convolutional neural network
CT angiography
Geometrical characteristics
Network-based
Segmentation methods
Transformer
DHSampling: Diversity-Based Hyperedge Sampling in GNN Learning with Application to Medical Imaging Classification
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:
Liu, Jiameng
;
Pala, Furkan
;
Rekik, Islem
;
Shen, Dinggang
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2024/11/29
Adversarial machine learning
Contrastive Learning
Graph embeddings
Graph neural networks
Network embeddings
Network theory (graphs)
Clinical data
Diversity-based sampling
Efficient graph neural network learning
Embeddings
Graph neural networks
Hyperedges
Large-scales
Neural network learning
Subgraphs
Topology and embedding diversity