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检索条件"主题词=Machine Learning algorithm"
933 条 记 录,以下是241-250 订阅
The Association of Elevated Depression Levels and Life's Essential 8 on Cardiovascular Health With Predicted machine learning Models and Interpretations: Evidence From NHANES 2007-2018
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DEPRESSION AND ANXIETY 2025年 第1期2025卷 8865176页
作者: Wu, Zhixing Xu, Pengyuan Zhai, Yali Mahe, Jinli Guo, Kai Olawole, Wuraola Zhu, Jiahao Han, Jin Bai, Guannan Zhang, Lin Monash Univ Sch Publ Hlth & Prevent Med Melbourne Australia Columbia Univ Mailman Sch Publ Hlth Biostatist Track New York NY USA Monash Univ Sch Engn Melbourne Australia Inner Mongolia Univ Sci & Technol Sch Publ Hlth Baotou Inner Mongolia Peoples R China Inner Mongolia Univ Sci & Technol Baotou Med Coll Baotou Inner Mongolia Peoples R China Johns Hopkins Univ Sch Nursing Baltimore MD USA Harbin Med Univ Dept Outpatient Chemotherapy Affiliated Hosp Harbin Peoples R China New York Univ Shanghai Div Arts & Sci Shanghai Peoples R China New York Univ Shanghai Ctr Global Hlth Equ Shanghai Peoples R China Univ New South Wales Black Dog Inst Sydney Australia Zhejiang Univ Sch Med Childrens Hosp Hangzhou Peoples R China Monash Univ Suzhou Ind Pk Monash Res Inst Sci & Technol Suzhou 215000 Peoples R China
Background and Objective: The association between depression severity and cardiovascular health (CVH) represented by Life's Essential 8 (LE8) was analyzed, with a novel focus on ranked levels and different ages. M... 详细信息
来源: 评论
Characteristic genes and immune infiltration analysis of gastric cancer based on bioinformatics analysis and machine learning
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DISCOVER ONCOLOGY 2025年 第1期16卷 1-15页
作者: Xia, Chengwei Liu, Yini Qing, Xin Chengdu Seventh Peoples Hosp Affiliated Canc Hosp Chengdu Med Coll Dept Thyroid & Breast Surg Chengdu Peoples R China Peoples Hosp Zhongjiang Dept Anesthesiol Deyang Peoples R China Chengdu Seventh Peoples Hosp Affiliated Canc Hosp Chengdu Med Coll Dept Hepatobiliary Vasc Surg Chengdu Peoples R China
BackgroundGastric cancer (GC), a common and deadly malignancy worldwide, is a serious burden on society and individuals. However, available diagnostic biomarkers for GC are very limited. The current study aimed to ide... 详细信息
来源: 评论
Reliability of noninvasive hyperspectral tongue diagnosis for menstrual diseases using machine learning method
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SCIENTIFIC REPORTS 2025年 第1期15卷 1-13页
作者: Liang, Aohui Ge, Jiaming Liu, Zhaowei Han, Xiangli Hou, Songtao Li, Gang Liu, Ming Zhao, Jing Tianjin Univ Tradit Chinese Med Coll Pharmaceut Engn Tradit Chinese Med Tianjin 301617 Peoples R China Tianjin Univ Tradit Chinese Med Tianjin Key Lab Intelligent TCM Diag & Treatment T Tianjin 301617 Peoples R China Tianjin Univ TCM Dept Geriatr Teaching Hosp 4 Tianjin 300450 Peoples R China Tianjin Univ TCM Dept Proctol Teaching Hosp 4 Tianjin 300450 Peoples R China Tianjin Univ State Key Lab Precis Measurement Technol & Instrum Tianjin 300072 Peoples R China Chinese Acad Med Sci & Peking Union Med Coll Inst Biomed Engn Tianjin 300192 Peoples R China
The outward appearance of human tongue can reflect changes in blood circulation caused by pathological states, and it has been used as an assisted method for clinical diseases diagnosis for thousands of years in China... 详细信息
来源: 评论
Active learning on stacked machine learning techniques for predicting compressive strength of alkali-activated ultra-high-performance concrete
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ARCHIVES OF CIVIL AND MECHANICAL ENGINEERING 2024年 第1期25卷 1-35页
作者: Kazemi, Farzin Shafighfard, Torkan Jankowski, Robert Yoo, Doo-Yeol Gdansk Univ Technol Fac Civil & Environm Engn Ul G Narutowicza 11-12 PL-80233 Gdansk Poland Univ Naples Federico II Sch Polytech & Basic Sci Dept Struct Engn & Architecture I-80125 Naples Italy Polish Acad Sci Inst Fluid Flow Machinery Generala Jozefa Fiszera 14 PL-80231 Gdansk Poland Yonsei Univ Dept Architecture & Architectural Engn 50 Yonsei Ro Seoul 03722 South Korea
Conventional ultra-high performance concrete (UHPC) has excellent development potential. However, a significant quantity of CO2 is produced throughout the cement-making process, which is in contrary to the current wor... 详细信息
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machine learning analysis of cervical balance in early-onset scoliosis post-growing rod surgery: a case-control study
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SCIENTIFIC REPORTS 2025年 第1期15卷 1-11页
作者: Han, Bo Hai, Junrui Jonathan Pan, Aixing Wang, Yingjie Hai, Yong Capital Med Univ Beijing Jishuitan Hosp Beijing Peoples R China Princeton Int Sch Math & Sci 19 Lambert Dr Princeton NJ 08540 USA Capital Med Univ Beijing Chao Yang Hosp Dept Orthoped Surg GongTiNanLu 8 Beijing 100020 Peoples R China China Univ Petr East China Coll Control Sci & Engn Qingdao 266580 Peoples R China Capital Med Univ Joint Lab Res & Treatment Spinal Cord Injury Spina Beijing Peoples R China Capital Med Univ Clin Ctr Spinal Deform Beijing Peoples R China
We aimed to analyze the cervical sagittal alignment change following the growing rod treatment in early-onset scoliosis (EOS) and identify the risk factors of sagittal cervical imbalance after growing-rod surgery of m... 详细信息
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Identification of Macrophage-Related Biomarkers for Abdominal Aortic Aneurysm Through Combined Single-Cell Sequencing and machine learning
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JOURNAL OF INFLAMMATION RESEARCH 2024年 17卷 11009-11027页
作者: Yao, Guoqing Hu, Xuemei Song, Daqiang Yao, Jin Chen, Deqing Luan, Tiankuo Zhao, Yu Chongqing Med Univ Affiliated Hosp 1 Dept Vasc Surg Chongqing 400016 Peoples R China Peoples Hosp Rongchang Dist Dept Endocrinol Chongqing 402460 Peoples R China Chongqing Med Univ Affiliated Hosp 1 Chongqing Key Lab Mol Oncol & Epigenet Chongqing 400016 Peoples R China Chengdu Univ Tradit Chinese Med Sch Acu Mox & Tuina Chengdu 610075 Peoples R China Chongqing Med Univ Dept Anat Chongqing 400016 Peoples R China
Purpose: The relationship between macrophages and the progression of abdominal aortic aneurysms (AAA) remains unclear, and effective biomarkers are lacking. In this study, we elucidated the mechanism whereby macrophag... 详细信息
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Methodology and development of a machine learning probability calculator: Data heterogeneity limits ability to predict recurrence after arthroscopic Bankart repair
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KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY 2025年 第4期33卷 1488-1499页
作者: van Spanning, Sanne H. Verweij, Lukas P. E. Hendrickx, Laurent A. M. Allaart, Laurens J. H. Athwal, George S. Lafosse, Thibault Lafosse, Laurent Doornberg, Job N. Oosterhoff, Jacobien H. F. van den Bekerom, Michel P. J. Buijze, Geert Alexander Clin Gen Alps Surg Inst Hand Upper Limb Peripheral Nerve Brachial Plexus & Annecy France Amsterdam Shoulder & Elbow Ctr Expertise ASECE Amsterdam Netherlands Vrije Univ Amsterdam Fac Behav & Movement Sci Dept Human Movement Sci Amsterdam Movement Sci Amsterdam Netherlands OLVG Dept Orthoped Surg Shoulder & Elbow Unit Amsterdam Netherlands Musculoskeletal Hlth Program Amsterdam Movement Sci Amsterdam Netherlands Univ Amsterdam Dept Orthoped Surg & Sports Med Dept Amsterdam UMC Locat AMC Amsterdam Netherlands Flinders Univ S Australia Flinders Med Ctr Dept Orthopaed & Trauma Surg Adelaide SA Australia Western Univ Roth McFarlane Hand & Upper Limb Ctr Schulich Sch Med & Dent London ON Canada Univ Groningen Univ Med Ctr Groningen Dept Orthopaed & Trauma Surg Groningen Netherlands Delft Univ Technol Fac Technol Policy & Management Dept Engn Syst & Serv Delft Netherlands Univ Montpellier Montpellier Univ Med Ctr Lapeyronie Hosp Dept Orthoped Surg Montpellier France
Purpose: The aim of this study was to develop and train a machine learning(ML) algorithm to create a clinical decision support tool (i.e., ML-driven probability calculator) to be used in clinical practice to estimate ... 详细信息
来源: 评论
machine learning-based prediction of CO2 solubility in methyldiethanolamine solutions: A comparative study
RESULTS IN ENGINEERING
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RESULTS IN ENGINEERING 2025年 26卷
作者: Fazeli, Sajjad Moradkhani, Mohammad Amin Bayati, Behrouz Ilam Univ Chem Engn Dept POB 69315-516 Ilam Iran
Methyldiethanolamine (MDEA) is a widely used solvent in carbon capture processes owing to its high absorption capacity. However, there is a lack of comprehensive predictive tools for estimating CO2 solubility in MDEA-... 详细信息
来源: 评论
machine learning can predict surgical indication: new clustering model from a large adult spine deformity database
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EUROPEAN SPINE JOURNAL 2025年 1-11页
作者: Baroncini, Alice Larrieu, Daniel Bourghli, Anouar Pizones, Javier Pellise, Ferran Kleinstueck, Frank S. Alanay, Ahmet Boissiere, Louis Obeid, Ibrahim IRCCS Osped Galeazzi St Ambrogio Milan Italy Elsan Polyclin Jean Villar Brugge France King Faisal Specialist Hosp & Res Ctr Spine Surg Dept Riyadh Saudi Arabia Hosp Univ La Paz Spine Surg Unit Madrid Spain Vall D Hebron Hosp Spine Surg Unit Barcelona Spain Schulthess Klin Zurich Switzerland Acibadem Univ Spine Ctr Sch Med Istanbul Turkiye Bordeaux Univ Pellegrin Hosp Bordeaux France
PurposeThe choice of the best management for Adult Spine Deformity (ASD) is challenging. Health-related quality of life (HRQoL), comorbidities, symptoms and spine geometry, along with surgical risk and potential resid... 详细信息
来源: 评论
A machine learning-Sentiment Analysis on Monkeypox Outbreak: An Extensive Dataset to Show the Polarity of Public Opinion From Twitter Tweets
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IEEE ACCESS 2023年 11卷 11811-11826页
作者: Bengesi, Staphord Oladunni, Timothy Olusegun, Ruth Audu, Halima Bowie State Univ Dept Comp Sci Bowie MD 20715 USA Morgan State Univ Dept Comp Sci Baltimore MD 21251 USA
Research on sentiment analysis has proven to be very useful in public health, particularly in analyzing infectious diseases. As the world recovers from the onslaught of the COVID-19 pandemic, concerns are rising that ... 详细信息
来源: 评论