Principal weighted support vector machines for sufficient dimension reduction in binary classification

Autor: SJ Shin, Y Wu, HH Zhang, Y Liu

© 2017 Biometrika Trust. Sufficient dimension reduction is popular for reducing data dimensionality without stringent model assumptions. However, most existing methods may work poorly for binary classification. For example, sliced inverse regression

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ef52272a07adc8107697e1015ad3c39e

Using machine learning techniques to predict viral suppression among people with HIV.

Autor: Yang X; South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.; Department of Health Promotion, Education and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208., Cai R; South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.; Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208., Ma Y; South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.; Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208., Zhang HH; Department of Mathematics, University of Arizona, Tucson, AZ, USA, 85721., Sun X; South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.; Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208., Olatosi B; South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.; Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208., Weissman S; South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.; Department of Internal Medicine, School of Medicine, University of South Carolina, Columbia, SC, USA, 29208., Li X; South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.; Department of Health Promotion, Education and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208., Zhang J; South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.; Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA, 29208.

Publikováno v: Journal of acquired immune deficiency syndromes (1999) [J Acquir Immune Defic Syndr] 2024 Nov 19. Date of Electronic Publication: 2024 Nov 19.

Correction to "Synthesis of Perdeuterated Alkyl Amines/Amides with Pt/C as Catalyst under Mild Conditions".

Autor: Zhang HH, Chen MZ, Yu X, Bonnesen PV, Wu Z, Chen HL, O'Neill H

Publikováno v: The Journal of organic chemistry [J Org Chem] 2024 Nov 15; Vol. 89 (22), pp. 16975. Date of Electronic Publication: 2024 Oct 28.

[Retracted] miRNA‑490‑3p promotes the metastatic progression of invasive ductal carcinoma.

Autor: Lu N; Department of Breast Medical Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China., Zhang M; Department of Rheumatology and Immunology, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China., Lu L; Department of Pharmacy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, P.R. China., Liu YZ; Department of Medicine, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China., Zhang HH; Department of Human Resources, Tianjin Hospital, Tianjin 300211, P.R. China., Liu XD; Department of Breast Medical Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China.

Publikováno v: Oncology reports [Oncol Rep] 2024 Nov; Vol. 52 (5). Date of Electronic Publication: 2024 Sep 02.

Knocking down EGR1 inhibits nucleus pulposus cell senescence and mitochondrial damage through activation of PINK1-Parkin dependent mitophagy, thereby delaying intervertebral disc degeneration.

Autor: Wu ZL; Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; Key Laboratory of Orthopedics Disease of Gansu Province, Lanzhou University Second Hospital, Lanzhou, China., Wang KP; Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; Key Laboratory of Orthopedics Disease of Gansu Province, Lanzhou University Second Hospital, Lanzhou, China. Electronic address: wangkeping2004@163.com., Chen YJ; Lanzhou Maternal and Child Health Hospital, Lanzhou, China., Song W; Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; Key Laboratory of Orthopedics Disease of Gansu Province, Lanzhou University Second Hospital, Lanzhou, China., Liu Y; Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; Key Laboratory of Orthopedics Disease of Gansu Province, Lanzhou University Second Hospital, Lanzhou, China., Zhou KS; Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; Key Laboratory of Orthopedics Disease of Gansu Province, Lanzhou University Second Hospital, Lanzhou, China., Mao P; Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; Key Laboratory of Orthopedics Disease of Gansu Province, Lanzhou University Second Hospital, Lanzhou, China., Ma Z; Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; Key Laboratory of Orthopedics Disease of Gansu Province, Lanzhou University Second Hospital, Lanzhou, China., Zhang HH; Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; Key Laboratory of Orthopedics Disease of Gansu Province, Lanzhou University Second Hospital, Lanzhou, China. Electronic address: zhanghaihong1949@163.com.

Publikováno v: Free radical biology & medicine [Free Radic Biol Med] 2024 Nov 01; Vol. 224, pp. 9-22. Date of Electronic Publication: 2024 Aug 14.