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An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant loss 利用全局对抗学习和区域不变损失进行超声图像病灶分割的高效框架
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108137
Van Manh, X. Jia, Wufeng Xue, Wenwen Xu, Zihan Mei, Yijie Dong, Jianqiao Zhou, Ruobing Huang, Dong Ni
{"title":"An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant loss","authors":"Van Manh, X. Jia, Wufeng Xue, Wenwen Xu, Zihan Mei, Yijie Dong, Jianqiao Zhou, Ruobing Huang, Dong Ni","doi":"10.1016/j.compbiomed.2024.108137","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108137","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"35 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139819773","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
TFCNet: A texture-aware and fine-grained feature compensated polyp detection network TFCNet：纹理感知和细粒度特征补偿息肉检测网络
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108144
Xiaoying Pan, Yaya Mu, Chenyang Ma, Qiqi He
{"title":"TFCNet: A texture-aware and fine-grained feature compensated polyp detection network","authors":"Xiaoying Pan, Yaya Mu, Chenyang Ma, Qiqi He","doi":"10.1016/j.compbiomed.2024.108144","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108144","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"101 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139823568","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
Discovery of inhibitors of the SARS-CoV-2 S protein through computational drug repurposing 通过计算药物再设计发现 SARS-CoV-2 S 蛋白抑制剂
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108163
Ana Isabel Avilés Alía, João Zulaica, Juan J. Perez, J. Rubio-Martínez, Ron Geller, J. M. Granadino-Roldán
{"title":"Discovery of inhibitors of the SARS-CoV-2 S protein through computational drug repurposing","authors":"Ana Isabel Avilés Alía, João Zulaica, Juan J. Perez, J. Rubio-Martínez, Ron Geller, J. M. Granadino-Roldán","doi":"10.1016/j.compbiomed.2024.108163","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108163","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"320 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139824314","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 added value of temporal data and the best way to handle it: A use-case for atrial fibrillation using general practitioner data 时间数据的附加值和最佳处理方法：利用全科医生数据分析心房颤动的应用案例
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108097
F. Bennis, Claire Aussems, JC Korevaar, Mark Hoogendoorn
{"title":"The added value of temporal data and the best way to handle it: A use-case for atrial fibrillation using general practitioner data","authors":"F. Bennis, Claire Aussems, JC Korevaar, Mark Hoogendoorn","doi":"10.1016/j.compbiomed.2024.108097","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108097","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"81 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139872894","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
Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network 利用卷积神经网络和双注意力网络在显微血液图像中高效检测白细胞并进行分类
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108146
Siraj Khan, Muhammad Sajjad, Naveed Abbas, José Escorcia-Gutierrez, Margarita Gamarra, Khan Muhammad
{"title":"Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network","authors":"Siraj Khan, Muhammad Sajjad, Naveed Abbas, José Escorcia-Gutierrez, Margarita Gamarra, Khan Muhammad","doi":"10.1016/j.compbiomed.2024.108146","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108146","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"29 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139819224","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
Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification 有效的超连接网络构建与学习：在重度抑郁障碍识别中的应用
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108069
Jingyu Liu, Wenxin Yang, Yulan Ma, Qunxi Dong, Yang Li, Bin Hu
{"title":"Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification","authors":"Jingyu Liu, Wenxin Yang, Yulan Ma, Qunxi Dong, Yang Li, Bin Hu","doi":"10.1016/j.compbiomed.2024.108069","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108069","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"137 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139822685","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
Multi-modal learning for inpatient length of stay prediction 住院病人住院时间预测的多模式学习
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108121
Junde Chen, Yuxin Wen, Michael Pokojovy, Tzu-Liang (Bill) Tseng, Peter McCaffrey, Alex Vo, E. Walser, Scott Moen
{"title":"Multi-modal learning for inpatient length of stay prediction","authors":"Junde Chen, Yuxin Wen, Michael Pokojovy, Tzu-Liang (Bill) Tseng, Peter McCaffrey, Alex Vo, E. Walser, Scott Moen","doi":"10.1016/j.compbiomed.2024.108121","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108121","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"310 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139831382","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
Multi-level feature extraction and reconstruction for 3D MRI image super-resolution 用于三维磁共振成像超分辨率的多层次特征提取和重建
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108151
Hongbi Li, Yuanyuan Jia, Huazheng Zhu, Baoru Han, Jinglong Du, Yanbing Liu
{"title":"Multi-level feature extraction and reconstruction for 3D MRI image super-resolution","authors":"Hongbi Li, Yuanyuan Jia, Huazheng Zhu, Baoru Han, Jinglong Du, Yanbing Liu","doi":"10.1016/j.compbiomed.2024.108151","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108151","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"15 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139876383","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
Bias reduction using combined stain normalization and augmentation for AI-based classification of histological images 在基于人工智能的组织学图像分类中结合使用染色规范化和增强技术减少偏差
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108130
C. Franchet, Robin Schwob, Guillaume Bataillon, C. Syrykh, S. Péricart, F. Frenois, Frédérique Penault-Llorca, M. Lacroix-Triki, Laurent Arnould, Jérôme Lemonnier, J. Alliot, Thomas Filleron, Pierre Brousset
{"title":"Bias reduction using combined stain normalization and augmentation for AI-based classification of histological images","authors":"C. Franchet, Robin Schwob, Guillaume Bataillon, C. Syrykh, S. Péricart, F. Frenois, Frédérique Penault-Llorca, M. Lacroix-Triki, Laurent Arnould, Jérôme Lemonnier, J. Alliot, Thomas Filleron, Pierre Brousset","doi":"10.1016/j.compbiomed.2024.108130","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108130","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"262 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139884104","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 new cloud-based method for composition of healthcare services using deep reinforcement learning and Kalman filtering 使用深度强化学习和卡尔曼滤波的基于云的医疗服务组合新方法
Computers in Biology and Medicine Pub Date : 2024-02-01 DOI: 10.1016/j.compbiomed.2024.108152
Chongzhou Zhong, M. Darbandi, Mohammad Nassr, Ahmad Latifian, Mehdi Hosseinzadeh, Nima Jafari Navimipour
{"title":"A new cloud-based method for composition of healthcare services using deep reinforcement learning and Kalman filtering","authors":"Chongzhou Zhong, M. Darbandi, Mohammad Nassr, Ahmad Latifian, Mehdi Hosseinzadeh, Nima Jafari Navimipour","doi":"10.1016/j.compbiomed.2024.108152","DOIUrl":"https://doi.org/10.1016/j.compbiomed.2024.108152","url":null,"abstract":"","PeriodicalId":506468,"journal":{"name":"Computers in Biology and Medicine","volume":"2013 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139879275","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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