Search Results - MACHINE learning

1

Periodical

Machine unlearning.

Superior Title: New Scientist. 11/4/2023, Vol. 260 Issue 3463, p40-43. 4p. 1 Color Photograph, 2 Cartoon or Caricatures.

Subject Terms: *RIGHT to be forgotten, *MACHINE learning, *CHATBOTS, *ARTIFICIAL neural networks, *LANGUAGE models

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2

Academic Journal

Machine learning algorithms using national registry data to predict loss to follow-up during tuberculosis treatment.

Authors: Rodrigues, Moreno M. S.^1,2,3 (AUTHOR) moreno.rodrigues@fiocruz.br, Barreto-Duarte, Beatriz^1,4,5,6 (AUTHOR), Vinhaes, Caian L.^1,7,8 (AUTHOR), Araújo-Pereira, Mariana^1,5,6 (AUTHOR), Fukutani, Eduardo R.^1,6 (AUTHOR), Bergamaschi, Keityane Bone² (AUTHOR), Kristki, Afrânio^4,9 (AUTHOR), Cordeiro-Santos, Marcelo^10,11 (AUTHOR), Rolla, Valeria C.¹² (AUTHOR), Sterling, Timothy R.¹³ (AUTHOR), Queiroz, Artur T. L.^1,6 (AUTHOR), Andrade, Bruno B.^{1,4,5,6,8,9,13,14,15} (AUTHOR) bruno.andrade@fiocruz.br

Superior Title: BMC Public Health. 5/23/2024, Vol. 24 Issue 1, p1-9. 9p.

Subject Terms: *MACHINE learning, *MEDICAL personnel, *DISEASE risk factors, *TUBERCULOSIS, *PATIENT compliance

Company/Entity: UNITED States. Dept. of Transportation

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3

Academic Journal

Improved pediatric ICU mortality prediction for respiratory diseases: machine learning and data subdivision insights.

Authors: Prithula, Johayra¹ (AUTHOR), Chowdhury, Muhammad E. H.² (AUTHOR) mchowdhury@qu.edu.qa, Khan, Muhammad Salman² (AUTHOR), Al-Ansari, Khalid³ (AUTHOR), Zughaier, Susu M.⁴ (AUTHOR), Islam, Khandaker Reajul⁵ (AUTHOR), Alqahtani, Abdulrahman^6,7 (AUTHOR)

Superior Title: Respiratory Research. 5/23/2024, Vol. 25 Issue 1, p1-16. 16p.

Subject Terms: *MACHINE learning, *RESPIRATORY diseases, *PEDIATRIC intensive care, *MORTALITY, *FEATURE selection

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4

Academic Journal

Clinical outcomes of single blastocyst transfer with machine learning guided noninvasive chromosome screening grading system in infertile patients.

Authors: Li, Xiaoxi¹ (AUTHOR), Yao, Yaxin² (AUTHOR), Zhao, Dunmei² (AUTHOR), Chang, Xiufeng¹ (AUTHOR), Li, Yi¹ (AUTHOR), Lin, Huilan¹ (AUTHOR), Wei, Huijuan¹ (AUTHOR), Wang, Haiye¹ (AUTHOR), Mi, Ying¹ (AUTHOR), Huang, Lei² (AUTHOR), Lu, Sijia² (AUTHOR) lusijia@yikongenomics.com, Yang, Weimin¹ (AUTHOR) 18762807806@163.com, Cai, Liyi¹ (AUTHOR) cai760829@163.com

Superior Title: Reproductive Biology & Endocrinology. 5/23/2024, Vol. 22 Issue 1, p1-9. 9p.

Subject Terms: *MACHINE tools, *MACHINE learning, *MEDICAL screening, *BLASTOCYST, *TRANSFER of training

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5

Academic Journal

Enhancing clinical utility: deep learning-based embryo scoring model for non-invasive aneuploidy prediction.

Authors: Ma, Bing-Xin¹ (AUTHOR), Zhao, Guang-Nian^2,3 (AUTHOR), Yi, Zhi-Fei¹ (AUTHOR), Yang, Yong-Le¹ (AUTHOR), Jin, Lei¹ (AUTHOR) ljin@tjh.tjmu.edu.cn, Huang, Bo¹ (AUTHOR) hb@tjh.tjmu.edu.cn

Superior Title: Reproductive Biology & Endocrinology. 5/22/2024, Vol. 22 Issue 1, p1-7. 7p.

Subject Terms: *MACHINE learning, *ANEUPLOIDY, *EMBRYOS, *POOR people, *LOGISTIC regression analysis

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6

Academic Journal

Machine learning models on a web application to predict short-term postoperative outcomes following anterior cervical discectomy and fusion.

Authors: Karabacak, Mert¹ (AUTHOR), Bhimani, Abhiraj D.¹ (AUTHOR), Schupper, Alexander J.¹ (AUTHOR), Carr, Matthew T.¹ (AUTHOR), Steinberger, Jeremy¹ (AUTHOR), Margetis, Konstantinos¹ (AUTHOR) Konstantinos.Margetis@mountsinai.org

Superior Title: BMC Musculoskeletal Disorders. 5/22/2024, Vol. 25 Issue 1, p1-15. 15p.

Subject Terms: *MACHINE learning, *WEB-based user interfaces, *DISCECTOMY, *TREATMENT effectiveness, *WEB accessibility, *RANDOM forest algorithms

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7

Academic Journal

Integration of bioinformatics and machine learning approaches for the validation of pyrimidine metabolism-related genes and their implications in immunotherapy for osteoporosis.

Authors: Feng, Zichen¹ (AUTHOR), Wu, Zixuan² (AUTHOR), Zhang, Yongchen¹ (AUTHOR) fzc200007@163.com

Superior Title: BMC Musculoskeletal Disorders. 5/22/2024, Vol. 25 Issue 1, p1-15. 15p.

Subject Terms: *CALCIUM ions, *MACHINE learning, *PYRIMIDINES, *GENES, *NEURAL transmission, *OLDER women

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8

Academic Journal

Learning with sparse reward in a gap junction network inspired by the insect mushroom body.

Authors: Wei, Tianqi^1,2 (AUTHOR), Guo, Qinghai³ (AUTHOR), Webb, Barbara¹ (AUTHOR) B.Webb@ed.ac.uk

Superior Title: PLoS Computational Biology. 5/23/2024, Vol. 20 Issue 5, p1-27. 27p.

Subject Terms: *MACHINE learning, *REINFORCEMENT learning, *PARALLEL electric circuits, *NEURAL circuitry, *INSECTS, *SONGBIRDS

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9

Academic Journal

Machine learning models on a web application to predict short-term postoperative outcomes following anterior cervical discectomy and fusion.

Authors: Karabacak, Mert¹ (AUTHOR), Bhimani, Abhiraj D.¹ (AUTHOR), Schupper, Alexander J.¹ (AUTHOR), Carr, Matthew T.¹ (AUTHOR), Steinberger, Jeremy¹ (AUTHOR), Margetis, Konstantinos¹ (AUTHOR) Konstantinos.Margetis@mountsinai.org

Superior Title: BMC Musculoskeletal Disorders. 5/21/2024, Vol. 25 Issue 1, p1-15. 15p.

Subject Terms: *MACHINE learning, *WEB-based user interfaces, *DISCECTOMY, *TREATMENT effectiveness, *WEB accessibility, *RANDOM forest algorithms

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10

Academic Journal

Machine learning aided understanding and manipulating thermal transport in amorphous networks.

Authors: Zhu, Changliang¹ (AUTHOR), Luo, Tianlin² (AUTHOR), Li, Baowen^1,2,3,4 (AUTHOR), Shen, Xiangying¹ (AUTHOR) shenxy@sustech.edu.cn, Zhu, Guimei³ (AUTHOR)

Superior Title: Journal of Applied Physics. 5/21/2024, Vol. 135 Issue 19, p1-10. 10p.

Subject Terms: *SIMULATED annealing, *MACHINE learning, *TEACHING aids, *HEAT transfer, *THERMAL properties, *NANOFLUIDICS

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11

Academic Journal

Prediction of adolescent weight status by machine learning: a population-based study.

Authors: Liu, Hengyan¹ (AUTHOR), Wu, Yik-Chung² (AUTHOR), Chau, Pui Hing¹ (AUTHOR), Chung, Thomas Wai Hung³ (AUTHOR), Fong, Daniel Yee Tak¹ (AUTHOR) dytfong@hku.hk

Superior Title: BMC Public Health. 5/20/2024, Vol. 24 Issue 1, p1-13. 13p.

Subject Terms: *MACHINE learning, *DIETARY patterns, *TEENAGERS, *SUPPORT vector machines, *K-nearest neighbor classification, *ADOLESCENT health

Geographic Terms: HONG Kong (China)

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12

Academic Journal

A multimodal Transformer Network for protein-small molecule interactions enhances predictions of kinase inhibition and enzyme-substrate relationships.

Authors: Kroll, Alexander¹ (AUTHOR), Ranjan, Sahasra² (AUTHOR), Lercher, Martin J.¹ (AUTHOR) martin.lercher@hhu.de

Superior Title: PLoS Computational Biology. 5/20/2024, Vol. 20 Issue 5, p1-23. 23p.

Subject Terms: *MACHINE learning, *TRANSFORMER models, *SMALL molecules, *AMINO acid sequence, *DEEP learning, *PROTEIN-protein interactions

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13

Academic Journal

An interpretable machine learning model for predicting 28-day mortality in patients with sepsis-associated liver injury.

Authors: Wen, Chengli¹ (AUTHOR), Zhang, Xu² (AUTHOR), Li, Yong³ (AUTHOR), Xiao, Wanmeng^2,4 (AUTHOR), Hu, Qinxue¹ (AUTHOR), Lei, Xianying¹ (AUTHOR), Xu, Tao¹ (AUTHOR), Liang, Sicheng^2,4 (AUTHOR), Gao, Xiaolan¹ (AUTHOR), Zhang, Chao² (AUTHOR), Yu, Zehui⁵ (AUTHOR) yuzehui_swmu@outlook.com, Lü, Muhan^2,4 (AUTHOR) yuzehui_swmu@outlook.com

Superior Title: PLoS ONE. 5/20/2024, Vol. 19 Issue 5, p1-19. 19p.

Subject Terms: *MACHINE learning, *FISHER discriminant analysis, *SYSTEMIC inflammatory response syndrome, *LIVER injuries, *BLOOD urea nitrogen, *DEATH forecasting

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14

Academic Journal

A novel fusion of genetic grey wolf optimization and kernel extreme learning machines for precise diabetic eye disease classification.

Authors: Khan, Abdul Qadir¹ (AUTHOR), Sun, Guangmin¹ (AUTHOR), Khalid, Majdi² (AUTHOR), Imran, Azhar³ (AUTHOR), Bilal, Anas^4,5 (AUTHOR), Azam, Muhammad⁶ (AUTHOR), Sarwar, Raheem⁷ (AUTHOR) R.Sarwar@mmu.ac.uk

Superior Title: PLoS ONE. 5/20/2024, Vol. 19 Issue 5, p1-45. 45p.

Subject Terms: *NOSOLOGY, *MACHINE learning, *EYE diseases, *IMAGE analysis, *VISION disorders

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15

Academic Journal

Clinical use of polygenic risk scores for detection of peripheral artery disease and cardiovascular events.

Authors: Omiye, Jesutofunmi A.^1,2,3,4 (AUTHOR), Ghanzouri, Ilies¹ (AUTHOR), Lopez, Ivan^1,2 (AUTHOR), Wang, Fudi¹ (AUTHOR), Cabot, John¹ (AUTHOR), Amal, Saeed⁵ (AUTHOR), Ye, Jianqin¹ (AUTHOR), Lopez, Nicolas Gabriel¹ (AUTHOR), Adebayo-Tijani, Faatihat¹ (AUTHOR), Ross, Elsie Gyang^1,2,6 (AUTHOR) e5ross@ucsd.edu

Superior Title: PLoS ONE. 5/17/2024, Vol. 19 Issue 5, p1-14. 14p.

Subject Terms: *PERIPHERAL vascular diseases, *MACHINE learning, *CARDIOVASCULAR diseases, *DECISION making

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16

Academic Journal

Identification of patients' smoking status using an explainable AI approach: a Danish electronic health records case study.

Authors: Ebrahimi, Ali¹ (AUTHOR) aleb@mmmi.sdu.dk, Henriksen, Margrethe Bang Høstgaard² (AUTHOR), Brasen, Claus Lohman^3,4 (AUTHOR), Hilberg, Ole^4,5 (AUTHOR), Hansen, Torben Frøstrup^2,4 (AUTHOR), Jensen, Lars Henrik² (AUTHOR), Peimankar, Abdolrahman¹ (AUTHOR), Wiil, Uffe Kock¹ (AUTHOR)

Superior Title: BMC Medical Research Methodology. 5/17/2024, Vol. 24 Issue 1, p1-17. 17p.

Subject Terms: *ELECTRONIC health records, *MACHINE learning, *NATURAL language processing, *SMOKING, *ARTIFICIAL intelligence

Geographic Terms: DENMARK

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17

Academic Journal

Predictive modeling of multi-class diabetes mellitus using machine learning and filtering iraqi diabetes data dynamics.

Authors: Sahid, Md Abdus¹ (AUTHOR), Babar, Mozaddid Ul Hoque¹ (AUTHOR), Uddin, Md Palash¹ (AUTHOR) palash_cse@hstu.ac.bd

Superior Title: PLoS ONE. 5/16/2024, Vol. 19 Issue 5, p1-54. 54p.

Subject Terms: *MACHINE learning, *DIABETES, *HYPERGLYCEMIA, *BLOOD sugar, *SUPPORT vector machines, *FEATURE selection, *K-nearest neighbor classification, *INSULIN

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18

Academic Journal

Predicting malaria outbreak in The Gambia using machine learning techniques.

Authors: Khan, Ousman¹ (AUTHOR), Ajadi, Jimoh Olawale^1,2 (AUTHOR) jimoh.ajadi@kfupm.edu.sa, Hossain, M. Pear^3,4 (AUTHOR)

Superior Title: PLoS ONE. 5/16/2024, Vol. 19 Issue 5, p1-22. 22p.

Subject Terms: *MACHINE learning, *MALARIA, *ARTIFICIAL neural networks, *SUPPORT vector machines, *RANDOM forest algorithms, *PARASITIC diseases

Geographic Terms: GAMBIA

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19

Academic Journal

Machine-learning developed an iron, copper, and sulfur-metabolism associated signature predicts lung adenocarcinoma prognosis and therapy response.

Authors: Zhang, Liangyu^1,2 (AUTHOR), Zhang, Xun^1,2 (AUTHOR), Guan, Maohao^1,2 (AUTHOR), Zeng, Jianshen^1,2 (AUTHOR), Yu, Fengqiang^1,2 (AUTHOR) martinyu@fjmu.edu.cn, Lai, Fancai² (AUTHOR) laifancai@163.com

Superior Title: Respiratory Research. 5/14/2024, Vol. 25 Issue 1, p1-26. 26p.

Subject Terms: *COPPER, *MACHINE learning, *TREATMENT effectiveness, *SULFUR metabolism, *IRON

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20

Academic Journal

Investigating the impact of data heterogeneity on the performance of federated learning algorithm using medical imaging.

Authors: Babar, Muhammad¹ (AUTHOR) mbabar@psu.edu.sa, Qureshi, Basit² (AUTHOR), Koubaa, Anis¹ (AUTHOR)

Superior Title: PLoS ONE. 5/15/2024, Vol. 19 Issue 5, p1-33. 33p.

Subject Terms: *FEDERATED learning, *MACHINE learning, *DIAGNOSTIC imaging, *HETEROGENEITY

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