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Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors:
Ahmad Chaddad
;
Qizong Lu
;
Jiali Li
;
Yousef Katib
;
Reem Kateb
;
Camel Tanougast
;
Ahmed Bouridane
;
Ahmed Abdulkadir
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Submit date:2023/03/22
Domain adaptation
explainable artificial intelligence
federated learning
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:
Wei-Chien Wang
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Submit date:2023/08/02
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision
Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study
期刊论文
Brain Connect, 2022, 卷号: 12, 期号: 8, 页码: 725-739
Authors:
Jiahua Xu
;
Mircea Ariel Schoenfeld
;
Paolo M. Rossini
;
Turgut Tatlisumak
;
Andreas Nürnberger
;
Andrea Antal
;
Huiguang He
;
Ying Gao
;
Bernhard A. Sabel
Adobe PDF(1653Kb)
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Submit date:2023/01/17
brain connectivity
brain connectome
brain network reorganization
occipital stroke
plasticity
stroke
visual cortex
visual field
visio
Interact with Open Scenes : A Life-long Evolution Framework for Interactive Segmentation Models
会议论文
, 里斯本,葡萄牙, 2022.10
Authors:
Ruitong, Gan
;
Junsong, Fan
;
Yuxi, Wang
;
Zhaoxiang, Zhang
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Submit date:2023/05/29
Computer Vision
Interactive Segmentation
基于体电镜的器官生理病理超微结构自动重建分析方法研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
江熠
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Submit date:2022/07/01
体电子显微镜
人工智能
超微结构
三维重建
分析
CellNet: A Lightweight Model towards Accurate LOC-Based High-Speed Cell Detection
期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 9, 页码: 20
Authors:
Long, Xianlei
;
Ishii, Idaku
;
Gu, Qingyi
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Submit date:2022/07/25
cell detection
high-speed vision
convolutional neural network (CNN)
efficient convolutional block
medical image analysis
Glaucoma Detection with Retinal Fundus Images Using Segmentation and Classification
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 563-580
Authors:
Thisara Shyamalee, Dulani Meedeniya
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Submit date:2022/12/01
Attention U-Net
segmentation
classification
Inception-v3
visual geometry group 19 (VGG19)
residual neural network 50 (ResNet50)
glaucoma
fundus images
Facial Recognition Intensity in Disease Diagnosis Using Automatic Facial Recognition
期刊论文
JOURNAL OF PERSONALIZED MEDICINE, 2021, 卷号: 11, 期号: 11, 页码: 15
Authors:
Wu, Danning
;
Chen, Shi
;
Zhang, Yuelun
;
Zhang, Huabing
;
Wang, Qing
;
Li, Jianqiang
;
Fu, Yibo
;
Wang, Shirui
;
Yang, Hongbo
;
Du, Hanze
;
Zhu, Huijuan
;
Pan, Hui
;
Shen, Zhen
Adobe PDF(2141Kb)
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Submit date:2022/01/27
artificial intelligence
computer-aided diagnosis
facial phenotypes
machine learning
complexity theory
Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 8, 页码: 0-0
Authors:
Bo,Wang
;
Wei,Wei
;
Shuang,Qiu
;
Shengpei,Wang
;
Huiguang,He
Adobe PDF(23227Kb)
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Submit date:2021/06/21
Retinal layers segmentation
Boundary detection
OCT
BAU-Net
Topology guarantee loss
基于深度学习的眼底影像分割与合成方法研究
学位论文
, 中国科学院大学: 中国科学院大学人工智能学院, 2021
Authors:
王搏
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Submit date:2021/06/21
眼底影像分割
眼底荧光造影合成
双编码网络
边缘感知网络
局 部自监督损失