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	Automatic detection of breast lesions in automated 3D breast ultrasound with cross-organ transfer learning 期刊论文 VIRTUAL REALITY AND INTELLIGENT HARDWARE, 2024, 卷号: 6, 期号: 3, 页码: 239-251 作者: Lingyun, B.A.O.; HUANG, Zhengrui; LIN, Zehui; SUN, Yue; CHEN, Hui Adobe PDF(1181Kb) \| 收藏 \| 浏览/下载：282/2 \| 提交时间：2024/07/19 Automation Computer aided diagnosis Computer aided instruction Convolution Deep neural networks Diseases Image analysis Learning systems Medical imaging Ultrasonic applications Automated 3-d breast ultrasounds Breast Cancer Breast ultrasound Cancer detection Convolutional neural network Cross organ learning Deep learning Detection performance Learning methods Transfer learning
	Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis 会议论文 PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024 作者: Zhao, Zihao; Wang, Sheng; Wang, Qian; Shen, Dinggang Adobe PDF(2801Kb) \| 收藏 \| 浏览/下载：530/87 \| 提交时间：2024/04/26 Behavioral research Computer aided diagnosis Computer aided instruction Deep learning Medical imaging Semantics Clinical reasoning Computer assisted diagnosis Eye-tracking Image domain Large-scales Plug-and-play Pre-training Radiology reports Semantic similarity Visual Attention
	ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis 期刊论文 PATTERN RECOGNITION, 2023, 卷号: 134 作者: Han, Xiangmin; Wang, Jun; Ying, Shihui; Shi, Jun; Shen, Dinggang Adobe PDF(3405Kb) \| 收藏 \| 浏览/下载：714/0 \| 提交时间：2022/10/14 Brain mapping Classification (of information) Computer aided diagnosis Computer aided instruction Deep neural networks Electronic data interchange Knowledge management Neurodegenerative diseases Feature representation Imaging modality Learning using privileged information Metalearning Performance Single-modal Support vector machine plus Support vectors machine Target domain Transfer learning
	Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection 期刊论文 MEDICAL IMAGE ANALYSIS, 2023, 卷号: 84 作者: Shen, Zhenrong; Ouyang, Xi; Xiao, Bin; Cheng, Jie-Zhi; Shen, Dinggang Adobe PDF(6216Kb) \| 收藏 \| 浏览/下载：638/170 \| 提交时间：2023/03/10 iological organs Computer aided diagnosis Computer aided instruction Deep learning Image enhancement Chest X-ray Chest X-ray image Computer assisted diagnosis Data augmentation Image Inpainting Images synthesis Lung Cancer Lung nodule Lung nodules detection Nodule detection
	Robust Cervical Abnormal Cell Detection via Distillation from Local-Scale Consistency Refinement 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: Fei, Manman; Zhang, Xin; Cao, Maosong; Shen, Zhenrong; Zhao, Xiangyu Adobe PDF(178274Kb) \| 收藏 \| 浏览/下载：230/0 \| 提交时间：2023/11/10 Classification (of information) Computer aided diagnosis Computer aided instruction Cytology Distillation Feature extraction Image segmentation Screening Automated detection Cell detection Cervical abnormal cell detection Cervical cytologic image Consistency learning Detection methods Local scale Region-of-interest Regions of interest Test images
	CorSegRec: A Topology-Preserving Scheme for Extracting Fully-Connected Coronary Arteries from CT Angiography 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: Qiu, Yuehui; Li, Zihan; Wang, Yining; Dong, Pei; Wu, Dijia Adobe PDF(117206Kb) \| 收藏 \| 浏览/下载：231/0 \| 提交时间：2024/01/19 Angiography Computer aided diagnosis Computer aided instruction Computerized tomography Deep learning Diseases Geometry Heart Image segmentation Topology Centerline reconnection Centerlines Computed tomography angiography Coronary arteries Coronary artery disease Coronary artery extraction CT angiography Geometry reconstruction Regularized walk Topology preserving
	Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency 期刊论文 MEDICAL IMAGE ANALYSIS, 2022, 卷号: 80 作者: Huo, Jiayu; Ouyang, Xi; Si, Liping; Xuan, Kai; Wang, Sheng Adobe PDF(2768Kb) \| 收藏 \| 浏览/下载：577/0 \| 提交时间：2022/07/15 Cartilage Cell death Computer aided diagnosis Computer aided instruction Deep learning Defects Attention mechanisms Automatic grading Cartilage defects Classification performance Dual consistencies Knee cartilage defect Model training Musculoskeletal disorders Semi-supervised learning Teachers'
	Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis with Imbalanced Modalities 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 8 作者: Xiangmin Han; Xiaoyan Fei; Jun Wang; Tao Zhou; Shihui Ying Adobe PDF(2213Kb) \| 收藏 \| 浏览/下载：361/0 \| 提交时间：2022/03/04 Computer aided diagnosis Computer aided instruction Knowledge management Neuroimaging Block diagonal Block-diagonal low-rank Classifier algorithms Doubly supervised transfer classifier Knowledge transfer Modality imbalance Single-modal Support vector machine plus Support vectors machine Transfer learning
	Virtual adversarial training for semi-supervised breast mass classification 会议论文 PROGRESS IN BIOMEDICAL OPTICS AND IMAGING - PROCEEDINGS OF SPIE, Virtual, Online, February 20, 2022 - February 24, 2022 作者: Chena, Xuxin; Wang, Ximin; Zhang, Ke; Fung, Kar-Ming Adobe PDF(329Kb) \| 收藏 \| 浏览/下载：630/180 \| 提交时间：2022/05/20 Classification (of information) Computer aided instruction Deep learning E-learning Mammography Quality control Supervised learning Breast mass Breast mass classification Digital mammograms Large amounts Mammographic Mass classifications Medical image analysis Semi-supervised Unlabeled data Virtual adversarial training
	Multi-scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 18, 2022 作者: Adobe PDF(116332Kb) \| 收藏 \| 浏览/下载：234/0 \| 提交时间：2023/03/10 Computer aided instruction Deep learning Diagnosis Learning systems Magnetic resonance imaging Medical computing Medical imaging Neurodegenerative diseases Brain parcellation Brain regions Deep learning Fine-scale Focal regions Multi tasks Multi-scale label Multi-scales Region-based Segmentation

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