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Moving Beyond Medical Statistics: A Systematic Review on Missing Data Handling in Electronic Health Records 超越医学统计：关于电子健康记录中缺失数据处理的系统性综述
Health Data Science Pub Date : 2024-07-24 DOI: 10.34133/hds.0176
Wenhui Ren, Zheng Liu, Yanqiu Wu, Zhilong Zhang, Shenda Hong, Huixin Liu
{"title":"Moving Beyond Medical Statistics: A Systematic Review on Missing Data Handling in Electronic Health Records","authors":"Wenhui Ren, Zheng Liu, Yanqiu Wu, Zhilong Zhang, Shenda Hong, Huixin Liu","doi":"10.34133/hds.0176","DOIUrl":"https://doi.org/10.34133/hds.0176","url":null,"abstract":"","PeriodicalId":508787,"journal":{"name":"Health Data Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141809030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring Unlabeled Data in Multiple Aspects for Semi-supervised MRI Segmentation 多方面探索未标注数据，实现半监督核磁共振成像分割
Health Data Science Pub Date : 2024-07-02 DOI: 10.34133/hds.0166
Qingyuan He, Kun Yan, Qipeng Luo, Duan Yi, Ping Wang, Hongbin Han, Defeng Liu
{"title":"Exploring Unlabeled Data in Multiple Aspects for Semi-supervised MRI Segmentation","authors":"Qingyuan He, Kun Yan, Qipeng Luo, Duan Yi, Ping Wang, Hongbin Han, Defeng Liu","doi":"10.34133/hds.0166","DOIUrl":"https://doi.org/10.34133/hds.0166","url":null,"abstract":"","PeriodicalId":508787,"journal":{"name":"Health Data Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141685287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Choroidal Optical Coherence Tomography Angiography: Non-invasive Choroidal Vessel Analysis via Deep Learning 脉络膜光学相干断层扫描血管造影术：通过深度学习进行无创脉络膜血管分析
Health Data Science Pub Date : 2024-07-02 DOI: 10.34133/hds.0170
Lei Zhu, Junmeng Li, Yicheng Hu, Ruilin Zhu, Shuang Zeng, Pei Rong, Yadi Zhang, Xiaopeng Gu, Yuwei Wang, Zhiyue Zhang, Liu Yang, Qiushi Ren, Yanye Lu
{"title":"Choroidal Optical Coherence Tomography Angiography: Non-invasive Choroidal Vessel Analysis via Deep Learning","authors":"Lei Zhu, Junmeng Li, Yicheng Hu, Ruilin Zhu, Shuang Zeng, Pei Rong, Yadi Zhang, Xiaopeng Gu, Yuwei Wang, Zhiyue Zhang, Liu Yang, Qiushi Ren, Yanye Lu","doi":"10.34133/hds.0170","DOIUrl":"https://doi.org/10.34133/hds.0170","url":null,"abstract":"","PeriodicalId":508787,"journal":{"name":"Health Data Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141686880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ERTool: A Python Package for Efficient Implementation of the Evidential Reasoning Approach for Multi-Source Evidence Fusion ERTool：用于高效实施多源证据融合的证据推理方法的 Python 软件包
Health Data Science Pub Date : 2024-07-02 DOI: 10.34133/hds.0128
Tongyue Shi, Liya Guo, Zeyuan Shen, Guilan Kong
{"title":"ERTool: A Python Package for Efficient Implementation of the Evidential Reasoning Approach for Multi-Source Evidence Fusion","authors":"Tongyue Shi, Liya Guo, Zeyuan Shen, Guilan Kong","doi":"10.34133/hds.0128","DOIUrl":"https://doi.org/10.34133/hds.0128","url":null,"abstract":"","PeriodicalId":508787,"journal":{"name":"Health Data Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141684431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The time-varying impact of COVID-19 on the acute kidney disorders: A historical matched cohort study and Mendelian randomization analysis COVID-19对急性肾脏疾病的时变影响：历史匹配队列研究与孟德尔随机分析
Health Data Science Pub Date : 2024-06-06 DOI: 10.34133/hds.0159
Chunyang Li, Chao Zhang, Jie Chen, Yilong Chen, Z. Ying, Yao Hu, Huan Song, Ping Fu, Xiaoxi Zeng
{"title":"The time-varying impact of COVID-19 on the acute kidney disorders: A historical matched cohort study and Mendelian randomization analysis","authors":"Chunyang Li, Chao Zhang, Jie Chen, Yilong Chen, Z. Ying, Yao Hu, Huan Song, Ping Fu, Xiaoxi Zeng","doi":"10.34133/hds.0159","DOIUrl":"https://doi.org/10.34133/hds.0159","url":null,"abstract":"","PeriodicalId":508787,"journal":{"name":"Health Data Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141376474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recent Progress in Brain Network Models for Medical Applications: A Review 医疗应用脑网络模型的最新进展：综述
Health Data Science Pub Date : 2024-06-06 DOI: 10.34133/hds.0157
Chenfei Ye, Yixuan Zhang, Chen Ran, Ting Ma
{"title":"Recent Progress in Brain Network Models for Medical Applications: A Review","authors":"Chenfei Ye, Yixuan Zhang, Chen Ran, Ting Ma","doi":"10.34133/hds.0157","DOIUrl":"https://doi.org/10.34133/hds.0157","url":null,"abstract":"","PeriodicalId":508787,"journal":{"name":"Health Data Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141380595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A bibliographic dataset of health artificial intelligence research 健康人工智能研究文献数据集
Health Data Science Pub Date : 2024-03-20 DOI: 10.34133/hds.0125
Xuanyu Shi, Daoxin Yin, Yongmei Bai, Wenjing Zhao, Xin Guo, Huage Sun, Dongliang Cui, Jian Du
{"title":"A bibliographic dataset of health artificial intelligence research","authors":"Xuanyu Shi, Daoxin Yin, Yongmei Bai, Wenjing Zhao, Xin Guo, Huage Sun, Dongliang Cui, Jian Du","doi":"10.34133/hds.0125","DOIUrl":"https://doi.org/10.34133/hds.0125","url":null,"abstract":"","PeriodicalId":508787,"journal":{"name":"Health Data Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140226152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction 临床试验审批预测的不确定性量化和可解释性
Health Data Science Pub Date : 2024-03-20 DOI: 10.34133/hds.0126
Yingzhou Lu, Tianyi Chen, Nan Hao, Capucine Van Rechem, Jintai Chen, Tianfan Fu
{"title":"Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction","authors":"Yingzhou Lu, Tianyi Chen, Nan Hao, Capucine Van Rechem, Jintai Chen, Tianfan Fu","doi":"10.34133/hds.0126","DOIUrl":"https://doi.org/10.34133/hds.0126","url":null,"abstract":"","PeriodicalId":508787,"journal":{"name":"Health Data Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140227153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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