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A cross-modal clinical prediction system for intensive care unit patient outcome
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 16
作者:
Sun, Mengxuan
;
Yang, Xuebing
;
Niu, Jinghao
;
Gu, Yifan
;
Wang, Chutong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/21
Electronic health records
Clinical outcome prediction
Patient representation
Cross-modal contrastive learning
CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation
期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2023, 卷号: 143, 页码: 13
作者:
Sun, Mengxuan
;
Niu, Jinghao
;
Yang, Xuebing
;
Gu, Yifan
;
Zhang, Wensheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/16
Medication recommendation
EHR
Hierarchical multi-label classification
Curriculum learning
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Peng, Liang
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/21
Alzheimer's disease (AD)
cognitive assessment
convolutional neural networks (CNNs)
graph neural networks
structural magnetic resonance imaging (sMRI)
Assessing abnormal corneal endothelial cells from in vivo confocal microscopy images using a fully automated deep learning system
期刊论文
EYE AND VISION, 2023, 卷号: 10, 期号: 1, 页码: 10
作者:
Qu, Jinghao
;
Qin, Xiaoran
;
Peng, Rongmei
;
Xiao, Gege
;
Gu, Shaofeng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Abnormal corneal endothelial cells
LASER in vivo confocal microscopy
Deep learning
Combination of Loss-based Active Learning and Semi-supervised Learning for Recognizing Entities in Chinese Electronic Medical Records
期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2023, 卷号: 22, 期号: 5, 页码: 19
作者:
Yan, Jinghui
;
Zong, Chengqing
;
Xu, Jinan
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/11/17
Electronic medical record
loss-based active learning
dynamic balance strategy
semi-supervised learning
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者:
Uichin Lee
;
Gyuwon Jung
;
Eun-Yeol Ma
;
Jin San Kim
;
Heepyung Kim
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/01/03
Causal inference
data-driven analytics framework
digital therapeutics (DTx)
mobile and wearable data
technical and behavioral engagement
Dual-stream Representation Fusion Learning for accurate medical image segmentation
期刊论文
Engineering Applications of Artificial Intelligence, 2023, 卷号: 123, 页码: 106402
作者:
Xu RT(许镕涛)
;
Wang CW(王常维)
;
Xu SB(徐士彪)
;
Meng WL(孟维亮)
;
Zhang XP(张晓鹏)
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/05/18
Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study
期刊论文
BREAST, 2022, 卷号: 66, 页码: 183-190
作者:
Li, Bao
;
Li, Fengling
;
Liu, Zhenyu
;
Xu, FangPing
;
Ye, Guolin
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/12/27
Breast cancer
Neoadjuvant chemotherapy
Pathological complete response
Whole-slide image
Deep learning
Radiation dose escalation for locally advanced nasopharyngeal carcinoma patients with local and/or regional residual lesions after standard chemoradiotherapy: a non-randomized, observational study
期刊论文
RADIATION ONCOLOGY, 2022, 卷号: 17
作者:
Jin, Ting
;
Liu, Nan-Fang
;
Jin, Qi-Feng
;
Hua, Yong-Hong
;
Chen, Xiao-Zhong
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/12/23
Nasopharyngeal carcinoma
Boost
Radiotherapy
Residual lesion
Chemotherapy
Simplified Cell Magnetic Isolation Assisted SC2 Chip to Realize "Sample in and Chemotaxis Out": Validated by Healthy and T2DM Patients' Neutrophils
期刊论文
MICROMACHINES, 2022, 卷号: 13
作者:
Yang, Xiao
;
Gao, Chaoru
;
Liu, Yong
;
Zhu, Ling
;
Yang, Ke
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/12/23
neutrophil
microfluidic chip
isolation
chemotaxis test
diabetes mellitus type 2 (T2DM)
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