Zobrazeno 1 - 10
of 2 571
pro vyhledávání: '"interpretable machine learning"'
Autor:
Amir Sorayaie Azar, Tahereh Samimi, Ghanbar Tavassoli, Amin Naemi, Bahlol Rahimi, Zahra Hadianfard, Uffe Kock Wiil, Surena Nazarbaghi, Jamshid Bagherzadeh Mohasefi, Hadi Lotfnezhad Afshar
Publikováno v:
European Journal of Medical Research, Vol 29, Iss 1, Pp 1-23 (2024)
Abstract Background Stroke is a significant global health concern, ranking as the second leading cause of death and placing a substantial financial burden on healthcare systems, particularly in low- and middle-income countries. Timely evaluation of s
Externí odkaz:
https://doaj.org/article/3d9b6d7beac24e66be820b1c5553ad99
Autor:
Zhiyuan Sun, Yunhao Yuan, Vahid Farrahi, Fabian Herold, Zhengwang Xia, Xuan Xiong, Zhiyuan Qiao, Yifan Shi, Yahui Yang, Kai Qi, Yufei Liu, Decheng Xu, Liye Zou, Aiguo Chen
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-15 (2024)
Abstract Background Overweight and obesity pose a huge burden on individuals and society. While the relationship between lifestyle factors and overweight and obesity is well-established, the relative contribution of specific lifestyle factors remains
Externí odkaz:
https://doaj.org/article/c0305325436f447196b01a0959ba2c80
Publikováno v:
Journal of Health, Population and Nutrition, Vol 43, Iss 1, Pp 1-16 (2024)
Abstract Background Although machine learning (ML) models are well-liked for their outperformance in prediction, greatly avoided due to the lack of intuition and explanation of their predictions. Interpretable ML is, therefore, an emerging research f
Externí odkaz:
https://doaj.org/article/9385f7d2bbbf405fafe9ff1814111833
Autor:
Sheng Zhou, Jing Chen, Shanshan Wei, Chengxing Zhou, Die Wang, Xiaofan Yan, Xun He, Pengcheng Yan
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract DNA methylation plays a significant role in regulating transcription and exhibits a systematic change with age. These changes can be used to predict an individual’s age. First, to identify methylation sites associated with biological age;
Externí odkaz:
https://doaj.org/article/9357a049144045f0891a3ccb854302f4
Publikováno v:
Data Science and Management, Vol 7, Iss 3, Pp 164-180 (2024)
Understanding the relationship between attribute performance (AP) and customer satisfaction (CS) is crucial for the hospitality industry. However, accurately modeling this relationship remains challenging. To address this issue, we propose an interpr
Externí odkaz:
https://doaj.org/article/2b1f7d71cf3342cd9cc4f652274b385f
Autor:
Konstantinos Flevaris, Joseph Davies, Shoh Nakai, Frano Vučković, Gordan Lauc, Malcolm G. Dunlop, Cleo Kontoravdi
Publikováno v:
Computational and Structural Biotechnology Journal, Vol 23, Iss , Pp 1234-1243 (2024)
Effective management of chronic diseases and cancer can greatly benefit from disease-specific biomarkers that enable informative screening and timely diagnosis. IgG N-glycans found in human plasma have the potential to be minimally invasive disease-s
Externí odkaz:
https://doaj.org/article/72332fe12d9c4affa08d4777944d1896
Publikováno v:
Engineering, Vol 39, Iss , Pp 104-116 (2024)
To equip data-driven dynamic chemical process models with strong interpretability, we develop a light attention–convolution–gate recurrent unit (LACG) architecture with three sub-modules—a basic module, a brand-new light attention module, and a
Externí odkaz:
https://doaj.org/article/febcad22c5c24bcb82795c3fc0081ed1
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract Analyses of complex behaviors of Cerebrospinal Fluid (CSF) have become increasingly important in diseases diagnosis. The changes of the phase-contrast magnetic resonance imaging (PC-MRI) signal formed by the velocity of flowing CSF are repre
Externí odkaz:
https://doaj.org/article/b86e46db6c4241a19db32dff8c448f01
Publikováno v:
Fundamental Research, Vol 4, Iss 4, Pp 738-751 (2024)
Childhood asthma is one of the most common respiratory diseases with rising mortality and morbidity. The multi-omics data is providing a new chance to explore collaborative biomarkers and corresponding diagnostic models of childhood asthma. To captur
Externí odkaz:
https://doaj.org/article/199d9a81703d4066848228cc3669877a
Autor:
Seyed Alireza Samerei, Kayvan Aghabayk
Publikováno v:
IATSS Research, Vol 48, Iss 2, Pp 261-274 (2024)
Run-Off-Road (ROR) crashes are frequent and pose a significant risk of injury and fatality. Given the complexity of their mechanisms and the interaction of multiple factors, this study aims to comprehensively investigate the factors influencing the s
Externí odkaz:
https://doaj.org/article/92b0428f3e9f4bc5aae047bfa1aabdda