Search Results - MACHINE learning

1

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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2

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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3

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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4

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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5

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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6

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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7

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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8

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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9

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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10

Academic Journal

Unsupervised machine learning for clustering forward head posture, protraction and retraction movement patterns based on craniocervical angle data in individuals with nonspecific neck pain.

Authors: Hwang, Ui-jae¹ (AUTHOR) hwangu33@nate.com, Kwon, Oh-yun² (AUTHOR), Kim, Jun-hee¹ (AUTHOR)

Superior Title: BMC Musculoskeletal Disorders. 5/13/2024, Vol. 25 Issue 1, p1-10. 10p.

Subject Terms: *NECK pain, *MACHINE learning, *K-means clustering, *POSTURE, *WHITE collar workers

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11

Academic Journal

A culture-independent approach, supervised machine learning, and the characterization of the microbial community composition of coastal areas across the Bay of Bengal and the Arabian Sea.

Authors: Rekadwad, Bhagwan Narayan^1,2 (AUTHOR) rekadwad@gmail.com, Shouche, Yogesh Shreepad^2,3 (AUTHOR), Jangid, Kamlesh⁴ (AUTHOR)

Superior Title: BMC Microbiology. 5/10/2024, Vol. 24 Issue 1, p1-20. 20p.

Subject Terms: *MACHINE learning, *SUPERVISED learning, *MICROBIAL communities, *COASTAL biodiversity, *ANTHROPOGENIC effects on nature, *MICROBIAL diversity, *BIOMES

Geographic Terms: ANDHRA Pradesh (India)

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12

Academic Journal

Machine learning models for abstract screening task - A systematic literature review application for health economics and outcome research.

Authors: Du, Jingcheng¹ (AUTHOR), Soysal, Ekin^1,2 (AUTHOR), Wang, Dong³ (AUTHOR), He, Long¹ (AUTHOR), Lin, Bin¹ (AUTHOR), Wang, Jingqi¹ (AUTHOR), Manion, Frank J.¹ (AUTHOR), Li, Yeran³ (AUTHOR), Wu, Elise³ (AUTHOR), Yao, Lixia³ (AUTHOR) Lixia.cn.yao@gmail.com

Superior Title: BMC Medical Research Methodology. 5/9/2024, Vol. 24 Issue 1, p1-7. 7p.

Subject Terms: *MACHINE learning, *MEDICAL screening, *MEDICAL economics, *LANGUAGE models, *ECONOMIC research

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13

Academic Journal

A comprehensive study on machine learning models combining with oversampling for bronchopulmonary dysplasia-associated pulmonary hypertension in very preterm infants.

Authors: Wang, Dan^1,2,3 (AUTHOR), Huang, Shuwei⁴ (AUTHOR), Cao, Jingke^1,2 (AUTHOR), Feng, Zhichun^1,2 (AUTHOR), Jiang, Qiannan⁵ (AUTHOR), Zhang, Wanxian⁶ (AUTHOR), Chen, Jia⁷ (AUTHOR), Kutty, Shelby⁸ (AUTHOR), Liu, Changgen^1,2 (AUTHOR), Liao, Wenyu⁹ (AUTHOR), Zhang, Le⁹ (AUTHOR), Zhu, Guli⁹ (AUTHOR), Guo, Wenhao⁹ (AUTHOR), Yang, Jie¹⁰ (AUTHOR) jieyang0830@smu.edu.cn, Liu, Lin⁴ (AUTHOR) linliu@tsinghua.edu.cn, Yang, Jingwei⁹ (AUTHOR) jingweiyang@uic.edu.cn, Li, Qiuping^1,2 (AUTHOR) zhjhospital@163.com

Superior Title: Respiratory Research. 5/8/2024, Vol. 25 Issue 1, p1-10. 10p.

Subject Terms: *MACHINE learning, *PREMATURE infants, *FEATURE selection, *CHILD patients, *VENTILATOR-associated pneumonia

Geographic Terms: CHINA

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14

Academic Journal

Machine learning-based algorithm identifies key mitochondria-related genes in non-alcoholic steatohepatitis.

Authors: Dai, Longfei¹ (AUTHOR), Jiang, Renao¹ (AUTHOR), Zhan, Zhicheng¹ (AUTHOR), Zhang, Liangliang¹ (AUTHOR), Qian, Yuyang¹ (AUTHOR), Xu, Xinjian¹ (AUTHOR), Yang, Wenqi¹ (AUTHOR), Zhang, Zhen¹ (AUTHOR) zhz36@sina.com

Superior Title: Lipids in Health & Disease. 5/8/2024, Vol. 23 Issue 1, p1-14. 14p.

Subject Terms: *NON-alcoholic fatty liver disease, *MACHINE learning, *RANDOM forest algorithms, *THYMIDYLATE synthase, *PLANT mitochondria, *APOPTOSIS, *LIPID synthesis

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15

Academic Journal

A comparison of RNA-Seq data preprocessing pipelines for transcriptomic predictions across independent studies.

Authors: Van, Richard^1,2 (AUTHOR), Alvarez, Daniel^2,3 (AUTHOR), Mize, Travis⁴ (AUTHOR), Gannavarapu, Sravani^2,3 (AUTHOR), Chintham Reddy, Lohitha^2,3 (AUTHOR), Nasoz, Fatma^2,3 (AUTHOR), Han, Mira V.^1,2 (AUTHOR) mira.han@unlv.edu

Superior Title: BMC Bioinformatics. 5/8/2024, Vol. 25 Issue 1, p1-22. 22p.

Subject Terms: *MACHINE learning, *RNA sequencing, *TRANSCRIPTOMES, *GENE expression, *TUMOR classification

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16

Academic Journal

Utilizing machine learning to facilitate the early diagnosis of posterior circulation stroke.

Authors: Abujaber, Ahmad A.¹ (AUTHOR), Imam, Yahia² (AUTHOR), Albalkhi, Ibrahem^3,4 (AUTHOR), Yaseen, Said⁵ (AUTHOR), Nashwan, Abdulqadir J.^1,6 (AUTHOR) anashwan@hamad.qa, Akhtar, Naveed⁷ (AUTHOR)

Superior Title: BMC Neurology. 5/7/2024, Vol. 24 Issue 1, p1-12. 12p.

Subject Terms: *STROKE, *MACHINE learning, *EARLY diagnosis, *DIASTOLIC blood pressure, *PHYSIOLOGY

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17

Academic Journal

The predictive accuracy of machine learning for the risk of death in HIV patients: a systematic review and meta-analysis.

Authors: Li, Yuefei¹ (AUTHOR), Feng, Ying² (AUTHOR), He, Qian¹ (AUTHOR), Ni, Zhen³ (AUTHOR), Hu, Xiaoyuan³ (AUTHOR), Feng, Xinhuan⁴ (AUTHOR), Ni, Mingjian³ (AUTHOR) xjnmj@126.com

Superior Title: BMC Infectious Diseases. 5/6/2024, Vol. 24 Issue 1, p1-17. 17p.

Subject Terms: *MACHINE learning, *HIV-positive persons, *ARTIFICIAL intelligence, *PREDICTION models, *SURVIVAL analysis (Biometry)

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18

Academic Journal

A new long-read mitochondrial-genome protocol (PacBio HiFi) for haemosporidian parasites: a tool for population and biodiversity studies.

Authors: Pacheco, M. Andreína¹ (AUTHOR) Maria.Pacheco@temple.edu, Cepeda, Axl S.¹ (AUTHOR), Miller, Erica A.² (AUTHOR), Beckerman, Scott³ (AUTHOR), Oswald, Mitchell³ (AUTHOR), London, Evan⁴ (AUTHOR), Mateus-Pinilla, Nohra E.^4,5,6,7 (AUTHOR), Escalante, Ananias A.¹ (AUTHOR) Ananias.Escalante@temple.edu

Superior Title: Malaria Journal. 5/4/2024, Vol. 23 Issue 1, p1-15. 15p.

Subject Terms: *MITOCHONDRIAL DNA, *MACHINE learning, *MIXED infections, *SPECIES pools, *PLASMODIUM

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19

Academic Journal

Enhancing pneumonia prognosis in the emergency department: a novel machine learning approach using complete blood count and differential leukocyte count combined with CURB-65 score.

Authors: Lin, Yin-Ting¹ (AUTHOR), Lin, Ko-Ming² (AUTHOR), Wu, Kai-Hsiang^3,4,5 (AUTHOR) eilrahc1219@hotmail.com, Lien, Frank² (AUTHOR) flien.tw@gmail.com

Superior Title: BMC Medical Informatics & Decision Making. 5/3/2024, Vol. 24 Issue 1, p1-12. 12p.

Subject Terms: *LEUKOCYTE count, *MACHINE learning, *HOSPITAL emergency services, *BLOOD cell count, *PNEUMONIA, *PROGNOSIS, *REGRESSION analysis

Geographic Terms: TAIWAN

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20

Academic Journal

A hybrid framework for glaucoma detection through federated machine learning and deep learning models.

Authors: Aljohani, Abeer¹ (AUTHOR) aahjohani@taibahu.edu.sa, Aburasain, Rua Y.² (AUTHOR)

Superior Title: BMC Medical Informatics & Decision Making. 5/2/2024, Vol. 24 Issue 1, p1-16. 16p.

Subject Terms: *DEEP learning, *MACHINE learning, *GLAUCOMA, *CONVOLUTIONAL neural networks, *VISION disorders, *COMPUTER-assisted image analysis (Medicine)

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