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Consensus clustering

Cuproptosis-related gene signatures define the immune microenvironment in diabetic nephropathy

Hongmin Luo, Yuxuan Cao, Liping Guo, Hui Li, Yingying Yuan, Fan Lu

published 03 Jun 2025

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Screening of potential regulatory genes in carotid atherosclerosis vascular immune microenvironment

Yi Zhang, Lingmin Zhang, Yunfang Jia, Jing Fang, Shuancheng Zhang, Xianming Hou

published 09 Dec 2024

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Functional regression clustering with multiple functional gene expressions

Susana Conde, Shahin Tavakoli, Daphne Ezer

published 25 Nov 2024

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Identification of abdominal aortic aneurysm subtypes based on mechanosensitive genes

Chang Sheng, Qin Zeng, Weihua Huang, Mingmei Liao, Pu Yang

published 09 Feb 2024

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Subtyping of common complex diseases and disorders by integrating heterogeneous data. Identifying clusters among women with lower urinary tract symptoms in the LURN study

Victor P. Andreev, Margaret E. Helmuth, Gang Liu, Abigail R. Smith, Robert M. Merion, Claire C. Yang, Anne P. Cameron, J. Eric Jelovsek, Cindy L. Amundsen, Brian T. Helfand, Catherine S. Bradley, John O. L. DeLancey, James W. Griffith, Alexander P. Glaser, Brenda W. Gillespie, J. Quentin Clemens, H. Henry Lai, The LURN Study Group

published 10 Jun 2022

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Lung gene expression and single cell analyses reveal two subsets of idiopathic pulmonary fibrosis (IPF) patients associated with different pathogenic mechanisms

Jozsef Karman, Jing Wang, Corneliu Bodea, Sherry Cao, Marc C. Levesque

published 23 Mar 2021

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Enhancing web search result clustering model based on multiview multirepresentation consensus cluster ensemble (mmcc) approach

Ali Sabah, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha

published 15 Jan 2021

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Transcriptional insights into pathogenesis of cutaneous systemic sclerosis using pathway driven meta-analysis assisted by machine learning methods

Xiao Xu, Meera Ramanujam, Sudha Visvanathan, Shervin Assassi, Zheng Liu, Li Li

published 30 Nov 2020

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Directionally dependent multi-view clustering using copula model

Kahkashan Afrin, Ashif S. Iquebal, Mostafa Karimi, Allyson Souris, Se Yoon Lee, Bani K. Mallick

published 23 Oct 2020

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miRNA profiling in renal carcinoma suggest the existence of a group of pro-angionenic tumors in localized clear cell renal carcinoma

Lucía Trilla-Fuertes, Natalia Miranda, Daniel Castellano, Rocío López-Vacas, Carlos A. Farfán Tello, Guillermo de Velasco, Felipe Villacampa, Elena López-Camacho, Guillermo Prado-Vázquez, Andrea Zapater-Moros, Enrique Espinosa, Juan Ángel Fresno Vara, Álvaro Pinto, Angelo Gámez-Pozo

published 28 Feb 2020

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Clustering of the structures by using “snakes-&-dragons” approach, or correlation matrix as a signal

Victor P. Andreev, Gang Liu, Jarcy Zee, Lisa Henn, Gilberto E. Flores, Robert M. Merion

published 10 Oct 2019

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NOJAH: NOt Just Another Heatmap for genome-wide cluster analysis

Manali Rupji, Bhakti Dwivedi, Jeanne Kowalski

published 28 Mar 2019

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Spectral clustering with distinction and consensus learning on multiple views data

Peng Zhou, Fan Ye, Liang Du

published 06 Dec 2018

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