المؤلفون: Nugent, Joshua R, Marquez, Carina, Charlebois, Edwin D, Abbott, Rachel, Balzer, Laura B

المصدر: Biostatistics. 25(3)

مصطلحات موضوعية: Mathematical Sciences, Statistics, Emerging Infectious Diseases, Rare Diseases, Infectious Diseases, Tuberculosis, Clinical Research, Lung, Infection, Good Health and Well Being, Humans, Randomized Controlled Trials as Topic, Observational Studies as Topic, Cluster Analysis, Data Interpretation, Statistical, Models, Statistical, Research Design, Cluster randomized trials, Double robustness, Efficiency, Group randomized trials, Hierarchical data, Missing data, Multi-level data, Super Learner, Two-Stage targeted minimum loss-based estimation, Genetics, Statistics & Probability

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/60z8540s
https://escholarship.org/content/qt60z8540s/qt60z8540s.pdf

المؤلفون: Sharanya Selvaraj, Alhuseen Omar Alsayed, Nor Azman Ismail, Balasubramanian Prabhu Kavin, Edeh Michael Onyema, Gan Hong Seng, Arinze Queen Uchechi

المصدر: Discover Oncology, Vol 15, Iss 1, Pp 1-13 (2024)

مصطلحات موضوعية: Gene expressions, DNA microarray, Super learner, Random forest, Machine learning, Leukemia, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2730-6011

URL الوصول: https://doaj.org/article/24a44f37b6824c2f9c040a00d401c538

المؤلفون: Neumann, Johannes, Twerenbold, Raphael, Ojeda, Francisco, Aldous, Sally, Allen, Brandon, Apple, Fred, Babel, Hugo, Christenson, Robert, Cullen, Louise, Di Carluccio, Eleonora, Doudesis, Dimitrios, Ekelund, Ulf, Giannitsis, Evangelos, Greenslade, Jaimi, Inoue, Kenji, Jernberg, Tomas, Kavsak, Peter, Keller, Till, Lee, Kuan, Lindahl, Bertil, Lorenz, Thiess, Mahler, Simon, Mills, Nicholas, Mokhtari, Arash, Parsonage, William, Pickering, John, Pemberton, Christopher, Reich, Christoph, Richards, A, Sandoval, Yader, Than, Martin, Toprak, Betül, Troughton, Richard, Worster, Andrew, Zeller, Tanja, Ziegler, Andreas, Blankenberg, Stefan

المصدر: Clinical Research in Cardiology. 112(9)

مصطلحات موضوعية: Acute myocardial infarction, Biomarker, Machine learning, Probability, Super learner, Troponin, Validation, Humans, Angina Pectoris, Biomarkers, Myocardial Infarction, ROC Curve, Troponin I, Troponin T, Clinical Studies as Topic

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/1hx2c12x
https://escholarship.org/content/qt1hx2c12x/qt1hx2c12x.pdf

المؤلفون: Anteneh Mulugeta Eyasu, Temesgen Zewotir, Zelalem G. Dessie

المصدر: Scientific African, Vol 26, Iss , Pp e02422- (2024)

مصطلحات موضوعية: Crop commercialization, Multidimensional poverty, Rural Ethiopia, Super learner, TMLE, prevalence risk, Science

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2468227624003648; https://doaj.org/toc/2468-2276

URL الوصول: https://doaj.org/article/4dac71eaff114a58a081447b904eeaa8

المؤلفون: Shutta, Katherine, Balzer, Laura, Scholtens, Denise, Balasubramanian, Raji

المصدر: Statistics in Medicine. 42(13)

مصطلحات موضوعية: Gaussian graphical models, ensemble models, gene expression, networks, ovarian cancer, super learner, Humans, Algorithms, Likelihood Functions, Normal Distribution, Software, Gene Expression, Ovarian Neoplasms

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/4733v18p
https://escholarship.org/content/qt4733v18p/qt4733v18p.pdf

المؤلفون: Balzer, Laura B, van der Laan, Mark, Ayieko, James, Kamya, Moses, Chamie, Gabriel, Schwab, Joshua, Havlir, Diane V, Petersen, Maya L

المصدر: Biostatistics. 24(2)

مصطلحات موضوعية: Mathematical Sciences, Statistics, Precision Medicine, Clinical Trials and Supportive Activities, Clinical Research, 8.4 Research design and methodologies (health services), Generic health relevance, Good Health and Well Being, Humans, Randomized Controlled Trials as Topic, Probability, Bias, Outcome Assessment, Health Care, Research Design, Cluster Analysis, Computer Simulation, Clustered data, Cluster randomized trials, Covariate adjustment, Data-adaptive, Double robust, Group randomized trials, Missing data, Multi-level models, Super Learner, TMLE, Genetics, Statistics & Probability

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/9t9372s4
https://escholarship.org/content/qt9t9372s4/qt9t9372s4.pdf

المؤلفون: Parvaneh Darabi, Safoora Gharibzadeh, Davood Khalili, Mehrdad Bagherpour-Kalo, Leila Janani

المصدر: BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-13 (2024)

مصطلحات موضوعية: Machine learning, Cox proportional hazard, Gradient boosting model, Support vector machine, Super learner, Tehran lipid and glucose study, Computer applications to medicine. Medical informatics, R858-859.7

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1472-6947

URL الوصول: https://doaj.org/article/1ef0b5a5a9ad47e8bda97c42459af14b

المؤلفون: Xiang Zhu, Pin Zhang, Han Jiang, Jie Kuang, Lei Wu

المصدر: BMC Medical Research Methodology, Vol 24, Iss 1, Pp 1-11 (2024)

مصطلحات موضوعية: Ensemble learning, Super Learner, Myocardial infarction, Percutaneous coronary intervention, Major adverse cardiovascular events, Medicine (General), R5-920

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1471-2288

URL الوصول: https://doaj.org/article/fc398bb61dfd4a548f64a039d38919fc

المؤلفون: Yujeong Song, Jisu Park, Myoung-Seok Suh, Chansoo Kim

المصدر: Applied Sciences, Vol 14, Iss 24, p 11638 (2024)

مصطلحات موضوعية: Combined Cycle Power Plants, electrical power output, machine learning, Super Learner, cross-validation, ensemble, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2076-3417/14/24/11638; https://doaj.org/toc/2076-3417

URL الوصول: https://doaj.org/article/32a9f05453804703934dc17a2aef2552

المؤلفون: Ji Zhou, Zhanlin Su, Shahab Hosseini, Qiong Tian, Yijun Lu, Hao Luo, Xingquan Xu, Chupeng Chen, Jiandong Huang

المصدر: Mathematical Biosciences and Engineering, Vol 21, Iss 1, Pp 1413-1444 (2024)

مصطلحات موضوعية: geo-polymer concrete, compressive strength, super learner, extreme gradient boosting, decision tree, random forest, Biotechnology, TP248.13-248.65, Mathematics, QA1-939

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1551-0018

URL الوصول: https://doaj.org/article/6570e835d6a64b05b9d318446c97e0bc

المؤلفون: André Fonseca, Mikolaj Spytek, Przemysław Biecek, Clara Cordeiro, Nuno Sepúlveda

المصدر: BioData Mining, Vol 17, Iss 1, Pp 1-23 (2024)

مصطلحات موضوعية: Multivariate Serological Data, Super Learner, Statistical modelling, Malaria outcome prediction, Random forest, Computer applications to medicine. Medical informatics, R858-859.7, Analysis, QA299.6-433

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1756-0381

URL الوصول: https://doaj.org/article/3e16de128de84da6ae6ebc864c68afa5

المؤلفون: Solomon Oluwole Akinola, Peter Olukanmi, Qing-Guo Wang, Tshilidzi Marwala

المصدر: IEEE Access, Vol 12, Pp 68249-68265 (2024)

مصطلحات موضوعية: Ensemble, super learner, recursive feature elimination, time series classification, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10528285/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/480bfea518cf464eb76a3dd875b416ec

المؤلفون: Ramaprasad, Azhagiya Singam Ettayapuram, Smith, Martyn T, McCoy, David, Hubbard, Alan E, La Merrill, Michele A, Durkin, Kathleen A

المصدر: Briefings in Bioinformatics. 23(3)

مصطلحات موضوعية: Biochemistry and Cell Biology, Bioinformatics and Computational Biology, Genetics, Biological Sciences, Networking and Information Technology R&D (NITRD), Machine Learning and Artificial Intelligence, Estrogen, Generic health relevance, Endocrine Disruptors, Humans, Machine Learning, Receptors, Cytoplasmic and Nuclear, Nuclear Receptor, Toxicity, Super Learner, Machine learning, Computation Theory and Mathematics, Other Information and Computing Sciences, Bioinformatics, Biochemistry and cell biology, Bioinformatics and computational biology

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/3p5621nx
https://escholarship.org/content/qt3p5621nx/qt3p5621nx.pdf

المؤلفون: Muhammad Mursil, Hatem A. Rashwan, Pere Cavallé-Busquets, Luis A. Santos-Calderón, Michelle M. Murphy, Domenec Puig

المصدر: Information, Vol 15, Iss 11, p 714 (2024)

مصطلحات موضوعية: birthweight prediction, ensemble learning, machine learning, super learner, maternal nutrients, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2078-2489/15/11/714; https://doaj.org/toc/2078-2489

URL الوصول: https://doaj.org/article/583cb25df8224dd0b8f92322918bf052

المؤلفون: Rahmi, Mery Yulinda, Djunaidy, Arif, Akbar, Izzat Aulia

المصدر: Jurnal Teknik ITS; Vol 13, No 1 (2024); A67-A73

مصطلحات موضوعية: Komputasi Berkinerja Tinggi, MOOC Dropout, Stacking, Super Learner

وصف الملف: application/pdf

Relation: http://ejurnal.its.ac.id/index.php/teknik/article/view/129115/7690; http://ejurnal.its.ac.id/index.php/teknik/article/downloadSuppFile/129115/61694; http://ejurnal.its.ac.id/index.php/teknik/article/downloadSuppFile/129115/61695; http://ejurnal.its.ac.id/index.php/teknik/article/downloadSuppFile/129115/61697; http://ejurnal.its.ac.id/index.php/teknik/article/view/129115

الاتاحة: http://ejurnal.its.ac.id/index.php/teknik/article/view/129115
https://doi.org/10.12962/j23373539.v13i1.129115

المؤلفون: Balzer, Laura B, Ayieko, James, Kwarisiima, Dalsone, Chamie, Gabriel, Charlebois, Edwin D, Schwab, Joshua, van der Laan, Mark J, Kamya, Moses R, Havlir, Diane V, Petersen, Maya L

المصدر: Epidemiology. 31(5)

مصطلحات موضوعية: Public Health, Health Sciences, Clinical Trials and Supportive Activities, Sexually Transmitted Infections, Infectious Diseases, Prevention, HIV/AIDS, Clinical Research, Infection, Good Health and Well Being, Female, HIV Infections, Humans, Kenya, Male, Rural Population, Uganda, Viral Load, Causal inference, HIV viral suppression, Machine learning, Missing data, Super Learner, TMLE, Statistics, Public Health and Health Services, Epidemiology, Public health

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/25n0v7wz
https://escholarship.org/content/qt25n0v7wz/qt25n0v7wz.pdf

المؤلفون: Cwiling, Ariane, Perduca, Vittorio, Bouaziz, Olivier

المساهمون: Mathématiques Appliquées Paris 5 (MAP5 - UMR 8145), Institut National des Sciences Mathématiques et de leurs Interactions - CNRS Mathématiques (INSMI-CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)

المصدر: https://hal.science/hal-04559520 ; 2024.

مصطلحات موضوعية: Right-censoring, RMST, prediction, stacking, pseudo-observations, super learner, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], [STAT.ME]Statistics [stat]/Methodology [stat.ME], [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

Relation: hal-04559520; https://hal.science/hal-04559520; https://hal.science/hal-04559520/document; https://hal.science/hal-04559520/file/Article.pdf

الاتاحة: https://hal.science/hal-04559520
https://hal.science/hal-04559520/document
https://hal.science/hal-04559520/file/Article.pdf

المؤلفون: Balzer, Laura B, Zheng, Wenjing, van der Laan, Mark J, Petersen, Maya L

المصدر: Statistical Methods in Medical Research. 28(6)

مصطلحات موضوعية: Epidemiology, Statistics, Health Sciences, Mathematical Sciences, Sexually Transmitted Infections, Prevention, Behavioral and Social Science, Infectious Diseases, HIV/AIDS, 8.4 Research design and methodologies (health services), Infection, Generic health relevance, Good Health and Well Being, Causality, Cluster Analysis, Data Interpretation, Statistical, Environmental Exposure, Humans, Likelihood Functions, Models, Statistical, Probability, Cluster-level exposures, cluster randomized trials, contagion, double robust, hierarchical, interference, multilevel, semi-parametric, Super Learner, targeted maximum likelihood estimation, Public Health and Health Services, Statistics & Probability

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/4qn0h393
https://escholarship.org/content/qt4qn0h393/qt4qn0h393.pdf

المؤلفون: Jisha Anu Jose, C. Sathish Kumar, S. Sureshkumar

المصدر: Information Processing in Agriculture, Vol 9, Iss 1, Pp 68-79 (2022)

مصطلحات موضوعية: Tuna classification, Convolutional neural network, Grouped 2D-local binary pattern, Super learner ensemble, Agriculture (General), S1-972, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2214317321000019; https://doaj.org/toc/2214-3173

URL الوصول: https://doaj.org/article/ce2286b6df1c45bd85cd87fe68ce1f99

المؤلفون: Zheng, Wenjing, Balzer, Laura, van der Laan, Mark, Petersen, Maya, Collaboration, the SEARCH

المصدر: Statistics in Medicine. 37(2)

مصطلحات موضوعية: Epidemiology, Statistics, Health Sciences, Mathematical Sciences, Algorithms, Biostatistics, Cost-Benefit Analysis, Databases, Factual, Female, HIV Infections, Humans, Machine Learning, Male, Models, Statistical, Pre-Exposure Prophylaxis, Precision Medicine, Risk Factors, Uganda, Super Learner, constrained binary classification, Neyman-Pearson, sensitivity, rate of positive predictions, PrEP, ensemble classification, cross-validation, SEARCH Collaboration, Neyman-Pearson, sensitivity, ensemble classification, cross-validation, Public Health and Health Services, Statistics & Probability

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/21k84375
https://escholarship.org/content/qt21k84375/qt21k84375.pdf