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Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Fei, Manman
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Xin
;
Cao, Maosong
Adobe PDF(3396Kb)
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收藏
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浏览/下载:299/8
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提交时间:2024/06/07
Cells
Classification (of information)
Cytology
Distillation
Feature extraction
Image processing
Network architecture
Automated detection
Cell detection
Cervical lesion cell detection
Cervical lesions
Detection networks
Feature alignment
Images synthesis
Knowledge distillation
Pre-training
Training model
A Bone Lesion Identification Network (BLIN) in CT Images with Weakly Supervised Learning
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Deng, Kehao
;
Wang, Bin
;
Ma, Shanshan
;
Xue, Zhong
;
Cao, Xiaohuan
Adobe PDF(1364Kb)
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收藏
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浏览/下载:257/0
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提交时间:2023/11/24
Cams
Chemical activation
Classification (of information)
Computerized tomography
Supervised learning
Activation maps
Attention
Class activation map
CT Image
Lesion identifications
Pathological conditions
Regions of interest
Treatment plans
Weakly supervised learning
Weakly supervision
TMM-Nets: Transferred Multi- to Mono-Modal Generation for Lupus Retinopathy Diagnosis
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 4, 页码: 1083-1094
作者:
Liu, Ruhan
;
Wang, Tianqin
;
Li, Huating
;
Zhang, Ping
;
Li, Jing
Adobe PDF(4663Kb)
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收藏
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浏览/下载:289/0
|
提交时间:2023/04/28
Clinical research
Diseases
Eye protection
Image enhancement
Learning systems
Medical imaging
Modal analysis
Biomedical imaging
Generating adversarial training
Images synthesis
Lesion
Lupus retinopathy
Multi-modal data
Retinopathy
Transfer learning
Unmatched multi-modal data
UWF-FFA
UWF-FP
Anatomical-Aware Point-Voxel Network for Couinaud Segmentation in Liver CT
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Zhang, Xukun
;
Liu, Yang
;
Ali, Sharib
;
Zhao, Xiao
;
Sun, Mingyang
Adobe PDF(117206Kb)
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浏览/下载:226/6
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提交时间:2023/11/10
Computerized tomography
Medical imaging
Semantic Segmentation
Couinaud segmentation
CT Image
CT imaging
Lesion monitoring
Liver CT
Multi-scales
Point-clouds
Point-voxel network
Surgical planning
Vessel structure
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - October 1, 2021
作者:
Li, Zheren
;
Cui, Zhiming
;
Wang, Sheng
;
Qi, Yuji
;
Ouyang, Xi
Adobe PDF(193940Kb)
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浏览/下载:451/0
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提交时间:2021/12/03
Computer aided diagnosis
Computer aided instruction
Deep learning
X ray screens
Back
bone network
Breast lesion detection
Contrastive learning
Domain generalization
Generalisation
Learning schemes
Learning techniques
Lesion detection
Multi
views
Training data
SUNET: A LESION REGULARIZED MODEL FOR SIMULTANEOUS DIABETIC RETINOPATHY AND DIABETIC MACULAR EDEMA GRADING
会议论文
2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020), Iowa, IA, APR 03-07, 2020
作者:
Tu, Zhi
;
Gao, Shenghua
;
Zhou, Kang
;
Chen, Xianing
;
Fu, Huazhu
Adobe PDF(2146Kb)
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收藏
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浏览/下载:175/0
|
提交时间:2022/11/08
Multi-disease diagnosis
Lesion regularization
Feature blending
Lesions
Task analysis
Feature extraction
Diseases
Training
Diabetes
Image segmentation
Automated retinal lesion detection via image saliency analysis
期刊论文
MEDICAL PHYSICS, 2019
作者:
Yan, Qifeng
;
Zhao, Yitian
;
Zheng, Yalin
;
Liu, Yonghuai
;
Zhou, Kang
Adobe PDF(4207Kb)
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浏览/下载:566/10
|
提交时间:2019/09/27
feature
lesion detection
low-rank
retinal image
saliency
Rescuing Replication from Barriers: Mechanistic Insights from Single-Molecule Studies
期刊论文
MOLECULAR AND CELLULAR BIOLOGY, 2019, 卷号: 39, 期号: 10, 页码: e00576-18
作者:
Sun, Bo
Adobe PDF(1623Kb)
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浏览/下载:541/3
|
提交时间:2019/05/23
bypass
DNA replication
helicase
lesion
magnetic tweezer
obstacle
optical tweezer
polymerase
reactivation
single molecule
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