cran: glmnet | Projects | Ecosyste.ms: Papers

10.3390/ijms22063251

Untargeted In Silico Compound Classification—A Novel Metabolomics Method to Assess the Chemodiversity in Bryophytes
Cited by: 11
Author(s): Kristian Peters, Gerd Ulrich Balcke, Niklas Kleinenkuhnen, Hendrik Treutler, Steffen Neumann
Software Mentions: 31
Published: about 3 years ago

10.1371/journal.pcbi.1005752

mixOmics: An R package for ‘omics feature selection and multiple data integration
Cited by: 1,902
Author(s): Florian Rohart, Benoît Gautier, Amrit Singh, Kim‐Anh Lê Cao
Software Mentions: 29
Published: over 6 years ago

10.3389/fcell.2020.577125

Development of a Metastasis-Related Immune Prognostic Model of Metastatic Colorectal Cancer and Its Usefulness to Immunotherapy
Cited by: 11
Author(s): Zhiwen Luo, Xiao Chen, Yefan Zhang, Zhen Huang, Hong Zhao, Jianjun Zhao, Zhiyu Li, Jianguo Zhou, Jianmei Liu, Jianqiang Cai, Xinyu Bi
Software Mentions: 26
Published: over 3 years ago

10.3390/ijms21062114

Computational Models Using Multiple Machine Learning Algorithms for Predicting Drug Hepatotoxicity with the DILIrank Dataset
Cited by: 22
Author(s): Robert Ancuceanu, Marilena Viorica Hovaneț, Adriana Iuliana Anghel, Florentina Furtunescu, Monica Neagu, Carolina Constantin, Mihaela Dinu
Software Mentions: 24
Published: about 4 years ago

10.3389/fmolb.2020.570702

Prognostic Prediction Using a Stemness Index-Related Signature in a Cohort of Gastric Cancer
Cited by: 27
Author(s): Xiaowei Chen, Dawei Zhang, Fei Jiang, Yan Shen, Xin Li, Xin Hu, Pingmin Wei, Xiaobing Shen
Software Mentions: 24
Published: over 3 years ago

10.3389/fimmu.2021.659444

Development and Validation of a CD8+ T Cell Infiltration-Related Signature for Melanoma Patients
Cited by: 13
Author(s): Yuan Yuan, Zheng Zhu, Ying Lan, Saili Duan, Zijue Zhu, Xi Zhang, Guoyin Li, Hui Qü, Yao Feng, Hui Cai, Zewen Song
Software Mentions: 24
Published: almost 3 years ago

10.3390/cells8091045

Systematic Assessment of Blood-Borne MicroRNAs Highlights Molecular Profiles of Endurance Sport and Carbohydrate Uptake
Cited by: 12
Author(s): Fabian Kern, Nicole Ludwig, Christina Backes, Esther Maldener, Tobias Fehlmann, Artur Suleymanov, Eckart Meese, Anne Hecksteden, Andreas Keller, Tim Meyer
Software Mentions: 21
Published: over 4 years ago

10.1155/2020/5418364

A Nomogram Based on Radiomics with Mammography Texture Analysis for the Prognostic Prediction in Patients with Triple-Negative Breast Cancer
Cited by: 9
Author(s): Xian Jiang, Xiuhe Zou, Jing Sun, Aiping Zheng, Chao Su
Software Mentions: 20
Published: over 3 years ago

10.1186/s13059-020-02100-5

Knowledge-primed neural networks enable biologically interpretable deep learning on single-cell sequencing data
Cited by: 56
Author(s): Nikolaus Fortelny, Christoph Bock
Software Mentions: 20
Published: almost 4 years ago

10.1155/2021/6613151

Genomic and Transcriptome Analysis to Identify the Role of the mTOR Pathway in Kidney Renal Clear Cell Carcinoma and Its Potential Therapeutic Significance
Cited by: 6
Author(s): Xiangyu Che, Xiaochen Qi, Yingkun Xu, Qifei Wang, Guangzhen Wu
Software Mentions: 19
Published: almost 3 years ago

10.1084/jem.20201795

Diagnostic blood RNA profiles for human acute spinal cord injury
Cited by: 21
Author(s): Nikos Kyritsis, Abel Torres-Espín, Patrick G. Schupp, J. Russell Huie, Austin Chou, Xuan Duong Fernandez, Libby Thomas, Rachel Tsolinas, Debra D. Hemmerle, Lisa U. Pascual, Vineeta Singh, Jonathan Z. Pan, Jason F. Talbott, William D. Whetstone, John F. Burke, Anthony M DiGiorgio, Philip Weinstein, Geoffrey T. Manley, Sanjay S. Dhall, Adam R. Ferguson, Michael C. Oldham, Jacqueline C. Bresnahan, Michael S. Beattie
Software Mentions: 19
Published: over 3 years ago

10.3389/fonc.2021.605810

A Novel Risk Factor Model Based on Glycolysis-Associated Genes for Predicting the Prognosis of Patients With Prostate Cancer
Cited by: 6
Author(s): Kaixuan Guo, Cong Lai, Juan Shi, Zhuang Tang, Cheng Liu, Kuiqing Li, Kailin Xu
Software Mentions: 18
Published: over 2 years ago

10.3389/fonc.2020.607727

Gene Panel of Persister Cells as a Prognostic Indicator for Tumor Repopulation After Radiation
Cited by: 3
Author(s): Yucui Zhao, Yanwei Song, Ruyi Zhao, Minghui Zhao, Qian Huang
Software Mentions: 18
Published: over 3 years ago

10.1093/gigascience/giaa010

Interpretable and accurate prediction models for metagenomics data
Cited by: 29
Author(s): Edi Prifti, Yann Chevaleyre, Blaise Hanczar, Eugeni Belda, Antoine Danchin, Karine Clément, Jean-Daniel Zucker
Software Mentions: 18
Published: about 4 years ago

10.3389/fonc.2021.646267

Exploring MRI Characteristics of Brain Diffuse Midline Gliomas With the H3 K27M Mutation Using Radiomics
Cited by: 13
Author(s): Qian Li, Fei Dong, Biao Jiang, Minming Zhang
Software Mentions: 18
Published: almost 3 years ago

10.1093/gigascience/giz028

Rice Galaxy: an open resource for plant science
Cited by: 13
Author(s): Venice Margarette Juanillas, Alexis Dereeper, Nicolas Beaume, Gaëtan Droc, Joshua Gregor A. Dizon, J. Mendoza, Jon Peter Perdon, Locedie Mansueto, Lindsay R. Triplett, Jillian M. Lang, Gabriel Zhou, Kunalan Ratharanjan, Beth Plale, Jason Haga, Jan E. Leach, Manuel Ruiz, Michael J. Thomson, Nickolai Alexandrov, Pierre Larmande, Tobias Kretzschmar, Ramil Mauleon
Software Mentions: 18
Published: about 5 years ago

10.1186/s12920-015-0114-0

Integrated network analysis and logistic regression modeling identify stage-specific genes in Oral Squamous Cell Carcinoma
Cited by: 12
Author(s): Vinay Randhawa, Vishal Acharya
Software Mentions: 17
Published: almost 9 years ago

10.3389/fonc.2021.658165

Using Tumor-Infiltrating Immune Cells and a ceRNA Network Model to Construct a Prognostic Analysis Model of Thyroid Carcinoma
Cited by: 11
Author(s): Fan Zhang, Xiao‐Juan Yu, Zheyu Lin, Xichang Wang, Tengteng Gao, Di Teng, Weiping Teng
Software Mentions: 17
Published: almost 3 years ago

10.1371/journal.pntd.0007969

Severity Index for Suspected Arbovirus (SISA): Machine learning for accurate prediction of hospitalization in subjects suspected of arboviral infection
Cited by: 10
Author(s): Rachel Sippy, Daniel F. Farrell, Daniel A. Lichtenstein, Ryan Nightingale, Megan Harris, Joseph Toth, Paris Hantztidiamantis, Nicholas Usher, Cinthya Cueva Aponte, Julio Barzallo Aguilar, Anthony Puthumana, Christina D. Lupone, Timothy P. Endy, Sadie J. Ryan, Anna M. Stewart-Ibarra
Software Mentions: 16
Published: about 4 years ago

10.3389/fcell.2020.596679

Development and Validation of a Combined Ferroptosis and Immune Prognostic Classifier for Hepatocellular Carcinoma
Cited by: 77
Author(s): Yang Liu, Xi Zhang, Junjun Zhang, Juan Tan, Jie Li, Zewen Song
Software Mentions: 16
Published: over 3 years ago

10.3389/frai.2021.628441

Interpretability Versus Accuracy: A Comparison of Machine Learning Models Built Using Different Algorithms, Performance Measures, and Features to Predict E. coli Levels in Agricultural Water
Cited by: 12
Author(s): Daniel Weller, Tanzy Love, Martin Wiedmann
Software Mentions: 16
Published: almost 3 years ago

10.1371/journal.pgen.1008927

On the cross-population generalizability of gene expression prediction models
Cited by: 34
Author(s): Kevin L. Keys, Angel C. Y. Mak, Marquitta J. White, Walter L. Eckalbar, Andrew Dahl, Joel Mefford, Anna V. Mikhaylova, María G. Contreras, Jennifer R. Elhawary, Celeste Eng, Donglei Hu, Scott Huntsman, Sam S. Oh, Sandra Salazar, Michael A. LeNoir, Jimmie C. Ye, Timothy A. Thornton, Noah Zaitlen, Esteban G. Burchard, Christopher R. Gignoux
Software Mentions: 16
Published: over 3 years ago

10.7150/ijms.53531

Identification novel prognostic signatures for Head and Neck Squamous Cell Carcinoma based on ceRNA network construction and immune infiltration analysis
Cited by: 18
Author(s): Haiting Zhou, Yi He, Lingling Li, Cheng Wu, Guoqing Hu
Software Mentions: 16
Published: over 3 years ago

10.3389/fonc.2020.555632

Comprehensive Characterization of Alternative mRNA Splicing Events in Glioblastoma: Implications for Prognosis, Molecular Subtypes, and Immune Microenvironment Remodeling
Cited by: 8
Author(s): Liang Zhao, Jiayue Zhang, Zhiyuan Liu, Yu Wang, Shurui Xuan, Peng Zhao
Software Mentions: 16
Published: over 3 years ago

10.1186/s12935-020-01571-7

RETRACTED ARTICLE: Aging-related tumor associated fibroblasts changes could worsen the prognosis of GBM patients
Cited by: 7
Author(s): Hongwang Song, Xiaojun Fu, Chenxing Wu, Shouwei Li
Software Mentions: 16
Published: over 3 years ago

10.3390/cancers12040957

Pan-Cancer Analysis of Radiotherapy Benefits and Immune Infiltration in Multiple Human Cancers
Cited by: 10
Author(s): Pengbo Wen, Yang Gao, Bin Chen, Xiaojing Qi, Guanshuo Hu, An Xu, Junfeng Xia, Lijun Wu, Lu Han, Guoping Zhao
Software Mentions: 16
Published: about 4 years ago

10.1038/s41598-020-69683-8

Concomitant DNA methylation and transcriptome signatures define epidermal responses to acute solar UV radiation
Cited by: 5
Author(s): Nicholas Holzscheck, Jörn Söhle, T. Schläger, Cassandra Falckenhayn, Elke Grönniger, Ludger Kolbe, Horst Wenck, Lara Terstegen, Lars Kaderali, Marc Winnefeld, Katharina Gorges
Software Mentions: 16
Published: almost 4 years ago

10.3389/fimmu.2017.00445

Integration of Immune Cell Populations, mRNA-Seq, and CpG Methylation to Better Predict Humoral Immunity to Influenza Vaccination: Dependence of mRNA-Seq/CpG Methylation on Immune Cell Populations
Cited by: 15
Author(s): Michael T. Zimmermann, Richard B. Kennedy, Diane E. Grill, Ann L. Oberg, Krista M. Goergen, Inna G. Ovsyannikova, Iana H. Haralambieva, Gregory A. Poland
Software Mentions: 16
Published: about 7 years ago

10.3389/fneur.2019.01366

Prediction of Early TBI Mortality Using a Machine Learning Approach in a LMIC Population
Cited by: 39
Author(s): Robson Luís Oliveira de Amorim, Louise Makarem Oliveira, Luis Marcelo Malbouisson, Márcia Mitie Nagumo, Marcela Simoes, Leandro Miranda, Edson Bor‐Seng‐Shu, André Beer‐Furlan, Almir Ferreira de Andrade, Andrés M. Rubiano, Manoel Jacobsen Teixeira, Angelos G. Kolias, Wellingson Silva Paiva
Software Mentions: 15
Published: over 4 years ago

10.21105/joss.03073

mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines
Cited by: 22
Author(s): Begüm D. Topçuoğlu, Zena Lapp, Kelly L Sovacool, Evan S. Snitkin, Jenna Wiens, Patrick D. Schloss
Software Mentions: 15
Published: almost 3 years ago

10.1186/s12885-021-08559-0

A novel ferroptosis-related 12-gene signature predicts clinical prognosis and reveals immune relevancy in clear cell renal cell carcinoma
Cited by: 42
Author(s): Ying‐Kai Hong, Mingen Lin, Dehua Ou, Zhuangkai Huang, Peilin Shen
Software Mentions: 15
Published: almost 3 years ago

10.3389/fcell.2021.671736

Identification of a Novel Immune Landscape Signature for Predicting Prognosis and Response of Endometrial Carcinoma to Immunotherapy and Chemotherapy
Cited by: 6
Author(s): Jinhui Liu, Yichun Wang, Jie Mei, Song Nie, Yan Zhang
Software Mentions: 15
Published: almost 3 years ago

10.3389/fcell.2020.00790

The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer
Cited by: 4
Author(s): Runzhi Huang, Jian Guo, Penghui Yan, Suna Zhai, Peng Hu, Xiaolong Zhu, Jiayao Zhang, Yannan Qiao, Yu Zhang, Hui Liu, Ling Huang, Jie Zhang, Daoke Yang, Zongqiang Huang
Software Mentions: 15
Published: over 3 years ago

10.3389/fonc.2021.650153

Identification and Validation of a Prognostic Immune-Related Alternative Splicing Events Signature for Glioma
Cited by: 5
Author(s): Minjie Wang, Zhongqiang Zhou, Jianglin Zheng, Wenjun Xiao, Jun Zhu, Chaocai Zhang, Xueshi Jiang
Software Mentions: 15
Published: almost 3 years ago

10.7150/jca.55970

Characteristics of Infiltrating Immune Cells and a Predictive Immune Model for Cervical Cancer
Cited by: 11
Author(s): Ruanmin Zou, Ruihong Gu, Xinbing Yu, Yingying Hu, Ji Hee Yu, Xiangyang Xue, Xueqiong Zhu
Software Mentions: 14
Published: over 3 years ago

10.1186/s12967-021-02952-w

Molecular subtype identification and prognosis stratification by a metabolism-related gene expression signature in colorectal cancer
Cited by: 20
Author(s): Daowei Lin, Wenhua Fan, Rongxin Zhang, Enen Zhao, Pansong Li, Wenhao Zhou, Jianhong Peng, Liren Li
Software Mentions: 14
Published: almost 3 years ago

10.7717/peerj.11880

Integrated bioinformatics analysis of the NEDD4 family reveals a prognostic value of <i>NEDD4L</i> in clear-cell renal cell cancer
Cited by: 6
Author(s): Hui Zhao, Junjun Zhang, Xiaoliang Fu, Dongdong Mao, Xuesen Qi, Shuai Liang, Gang Ma, Zewen Song, Ru Yang, Zhenni Guo, Binghua Tong, Meiqing Sun, Baile Zuo, Guoyin Li
Software Mentions: 14
Published: over 2 years ago

10.1038/s41375-018-0360-1

Immune cell constitution in bone marrow microenvironment predicts outcome in adult ALL
Cited by: 39
Author(s): Helena Hohtari, Oscar Brück, Sami Blom, Riku Turkki, Marjatta Sinisalo, Panu E. Kovanen, Olli Kallioniemi, Teijo Pellinen, Kimmo Porkka, Satu Mustjoki
Software Mentions: 14
Published: over 5 years ago

10.3389/fcell.2021.657667

Identification of the Prognostic Significance of Somatic Mutation-Derived LncRNA Signatures of Genomic Instability in Lung Adenocarcinoma
Cited by: 31
Author(s): Geng Wang, Zhi Lv, Jinshuo Fan, Jing Xu, Kaimin Mao, Zhengrong Yin, Wanlu Qing, Yang Jin
Software Mentions: 14
Published: about 3 years ago

10.3389/fonc.2021.560136

Screening of miRNAs as Prognostic Biomarkers for Colon Adenocarcinoma and Biological Function Analysis of Their Target Genes
Cited by: 2
Author(s): Guoliang Zheng, Guojun Zhang, Yan Zhao, Zhichao Zheng
Software Mentions: 14
Published: about 3 years ago

10.1186/s12889-021-11060-9

Identifying US County-level characteristics associated with high COVID-19 burden
Cited by: 9
Author(s): Daniel Li, Sheila M. Gaynor, Corbin Quick, Jarvis T. Chen, Briana Stephenson, Brent A. Coull, Xihong Lin
Software Mentions: 14
Published: almost 3 years ago

10.1155/2020/8833972

An Epithelial-Mesenchymal Transition (EMT) Preoperative Nomogram for Prediction of Lymph Node Metastasis in Bladder Cancer (BLCA)
Cited by: 5
Author(s): Rui Cao, Bo Ma, Gang Wang, Yaoyi Xiong, Ye Tian, Lushun Yuan
Software Mentions: 14
Published: over 3 years ago

10.18632/aging.203353

Development and validation of an intra-tumor heterogeneity-related signature to predict prognosis of bladder cancer: a study based on single-cell RNA-seq
Cited by: 7
Author(s): Ranran Zhou, Jingjing Liang, Qi Chen, Haijun Tian, Cheng Yang, Cundong Liu
Software Mentions: 14
Published: almost 3 years ago

10.3390/ijms22073681

Circulating miRNAs as Biomarkers for Mitochondrial Neuro-Gastrointestinal Encephalomyopathy
Cited by: 4
Author(s): Mark Mencias, Michelle Levene, Kevin Blighe, Bridget E. Bax
Software Mentions: 14
Published: about 3 years ago

10.3389/fonc.2020.575422

A Novel Model Based on CXCL8-Derived Radiomics for Prognosis Prediction in Colorectal Cancer
Cited by: 8
Author(s): Yanpeng Chu, Jie Li, Zong Yuan Zeng, Bin Huang, Jiaojiao Zhao, Qin Liu, Huaping Wu, Jiangping Fu, Zheng Yin, Yefan Zhang, Jianqiang Cai, Fanxin Zeng
Software Mentions: 14
Published: over 3 years ago

10.1371/journal.pone.0243467

Predicting self-harm within six months after initial presentation to youth mental health services: A machine learning study
Cited by: 16
Author(s): Frank Iorfino, Nicholas Ho, Joanne S. Carpenter, Shane Cross, Tracey A Davenport, Daniel F. Hermens, Hannah Yee, Alissa Nichles, Natalia Zmicerevska, Adam J. Guastella, Elizabeth Scott, Ian B. Hickie
Software Mentions: 14
Published: over 3 years ago

10.1038/s41598-021-97362-9

N6-methylandenosine-related lncRNAs play an important role in the prognosis and immune microenvironment of pancreatic ductal adenocarcinoma
Cited by: 5
Author(s): Yuhai Hu, Yiping Chen
Software Mentions: 14
Published: over 2 years ago

10.3389/fimmu.2020.606164

Six Immune Associated Genes Construct Prognostic Model Evaluate Low-Grade Glioma
Cited by: 32
Author(s): Yin Qiu Tan, Yun Tao Li, Teng Feng Yan, Yang Xu, Bao Hui Liu, Ji An Yang, Yang Xue, Qianxue Chen, Hong Bo Zhang
Software Mentions: 14
Published: over 3 years ago

10.1038/s41598-020-69361-9

Effects of different intracranial volume correction methods on univariate sex differences in grey matter volume and multivariate sex prediction
Cited by: 28
Author(s): Carles Sanchis‐Segura, M.V. Ibáñez-Gual, Naiara Aguirre, Álvaro Javier Cruz-Gómez, Cristina Forn
Software Mentions: 14
Published: almost 4 years ago

10.3389/fneur.2020.579683

Development and Validation of a Five-Gene Signature to Predict Relapse-Free Survival in Multiple Sclerosis
Cited by: 6
Author(s): Fei Ye, Jie Liang, Jiaoxing Li, Haiyan Li, Wenli Sheng
Software Mentions: 13
Published: over 3 years ago

10.3389/fmolb.2021.689224

Immune-Related lncRNA Signature for Predicting the Immune Landscape of Head and Neck Squamous Cell Carcinoma
Cited by: 13
Author(s): Yin Ji, Xiaohui Li, Caifeng Lv, Xian He, Xiaoqin Luo, Sen Li, Wenjian Hu
Software Mentions: 13
Published: almost 3 years ago

10.3389/fgene.2021.690530

Predicting the Survival and Immune Landscape of Colorectal Cancer Patients Using an Immune-Related lncRNA Pair Model
Cited by: 3
Author(s): Chi Ma, Xin Zhang, Xudong Zhao, Nan Zhang, Sixin Zhou, Yonghui Zhang, Peiyu Li
Software Mentions: 13
Published: over 2 years ago

10.3389/fonc.2021.623170

Clinical and Prognostic Pan-Cancer Analysis of N6-Methyladenosine Regulators in Two Types of Hematological Malignancies: A Retrospective Study Based on TCGA and GTEx Databases
Cited by: 21
Author(s): Xiangsheng Zhang, Li-Ye Zhong, Zhilin Zou, Guosheng Liang, Zhenye Tang, Kai Li, Shuhua Tan, Yongmei Huang, Xiao Zhu
Software Mentions: 13
Published: about 3 years ago

10.1007/s10875-020-00908-1

Targeted Proteomics Reveals Inflammatory Pathways that Classify Immune Dysregulation in Common Variable Immunodeficiency
Cited by: 13
Author(s): Roos-Marijn Berbers, Julia Drylewicz, Pauline M. Ellerbroek, Joris M. van Montfrans, Virgil A. S. H. Dalm, P. Martin van Hagen, Baerbel Keller, Klaus Warnatz, Annick van de Ven, J.M. van Laar, Stefan Nierkens, Helen L. Leavis
Software Mentions: 13
Published: over 3 years ago

10.1534/g3.119.400728

Efficient Estimation of Marker Effects in Plant Breeding
Cited by: 10
Author(s): Alencar Xavier
Software Mentions: 13
Published: over 4 years ago

10.1371/journal.pone.0199277

Predictive performance of six mortality risk scores and the development of a novel model in a prospective cohort of patients undergoing valve surgery secondary to rheumatic fever
Cited by: 13
Author(s): Omar Asdrúbal Vilca Mejía, Manuel J. Antunes, Maxim Goncharov, Luís Alberto Oliveira Dallan, Elinthon Tavares Veronese, Gisele Aparecida Lapenna, Luiz Augusto Ferreira Lisboa, Carlos Manuel de Almeida Brandão, Jorge P. Zubelli, Flávio Tarasoutchi, Pablo Maria Alberto Pomerantzeff, Fábio Biscegli Jatene
Software Mentions: 13
Published: almost 6 years ago

10.3389/fonc.2021.697948

Development and Validation of a Nomogram and a Comprehensive Prognostic Analysis of an LncRNA-Associated Competitive Endogenous RNA Network Based on Immune-Related Genes for Locally Advanced Rectal Cancer With Neoadjuvant Therapy
Cited by: 2
Author(s): Fang-Ze Wei, Shiwen Mei, Zhijie Wang, Jianan Chen, Huan Shen, Fen Zhao, Juan Li, Tixian Xiao, Qian Liu
Software Mentions: 13
Published: almost 3 years ago

10.3389/fonc.2020.01317

The Potential of Five Immune-Related Prognostic Genes to Predict Survival and Response to Immune Checkpoint Inhibitors for Soft Tissue Sarcomas Based on Multi-Omic Study
Cited by: 17
Author(s): Hao Gu, Lu-Lu Lin, Zhang Chao, Min Yang, Hongshan Zhong, Renxiong Wei
Software Mentions: 13
Published: almost 4 years ago

10.3389/fonc.2021.639013

Single-Cell Transcriptome Analysis Identifies Ligand–Receptor Pairs Associated With BCP-ALL Prognosis
Cited by: 3
Author(s): Liang Wu, Mingming Jiang, Ping Yu, Jianfeng Li, Wen Ouyang, Chong Feng, Wei Zhao, Yuting Dai, Jinyan Huang
Software Mentions: 13
Published: about 3 years ago

10.1371/journal.pone.0135784

Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database
Cited by: 38
Author(s): Rong Liu, Xi Li, Wei Zhang, Hong‐Hao Zhou
Software Mentions: 13
Published: over 8 years ago

10.1186/s12885-020-07695-3

Comprehensive analysis of prognostic gene signatures based on immune infiltration of ovarian cancer
Cited by: 18
Author(s): Shi-Bai Yan, Jinling Fang, Yongcai Chen, Yong Xie, Siyou Zhang, Xiaohui Zhu, Fang Fěng
Software Mentions: 13
Published: over 3 years ago

10.1371/journal.pone.0159046

Accuracy and Calibration of Computational Approaches for Inpatient Mortality Predictive Modeling
Cited by: 13
Author(s): Christos T. Nakas, Narayan Schütz, Marcus Werners, Alexander Benedikt Leichtle
Software Mentions: 13
Published: almost 8 years ago

10.3389/fbioe.2021.614324

One-Time Optimization of Advanced T Cell Culture Media Using a Machine Learning Pipeline
Cited by: 9
Author(s): Paul Grzesik, Sebastian C. Warth
Software Mentions: 13
Published: almost 3 years ago

10.18632/aging.202831

Seven interferon gamma response genes serve as a prognostic risk signature that correlates with immune infiltration in lung adenocarcinoma
Cited by: 11
Author(s): Boyang Yao, Lixin Wang, Heyong Wang, Jinxia Bao, Qiwen Li, Fengzhi Yu, Wenjing Zhu, Li Zhang, Wang Li, Gu Zhan, Ke Fei, Peng Zhang, Fan Zhang, Xiaoying Huang
Software Mentions: 13
Published: about 3 years ago

10.1186/s12935-020-01362-0

Immune-related long non-coding RNA signature identified prognosis and immunotherapeutic efficiency in bladder cancer (BLCA)
Cited by: 40
Author(s): Rui Cao, Lushun Yuan, Bo Ma, Gang Wang, Ye Tian
Software Mentions: 13
Published: almost 4 years ago

10.3389/fonc.2021.678694

A Novel Ferroptosis-Related Pathway for Regulating Immune Checkpoints in Clear Cell Renal Cell Carcinoma
Cited by: 5
Author(s): Su Gao, Hailong Ruan, Jingchong Liu, Yuenan Liu, Di Liu, Junwei Tong, Jian Shi, Hongmei Yang, Tianbo Xu, Xiaoping Zhang
Software Mentions: 13
Published: almost 3 years ago

10.1038/s41598-021-90901-4

Characteristics of preoperative steroid profiles and glucose metabolism in patients with primary aldosteronism developing adrenal insufficiency after adrenalectomy
Cited by: 3
Author(s): Xiao Wang, Daniel A. Heinrich, Sonja Kunz, Nina Heger, Lisa Sturm, Olaf Uhl, Felix Beuschlein, Martín Reincke, Martin Bidlingmaier
Software Mentions: 13
Published: almost 3 years ago

10.3389/fbioe.2020.00515

Construction of a Competitive Endogenous RNA Network for Pancreatic Adenocarcinoma Based on Weighted Gene Co-expression Network Analysis and a Prognosis Model
Cited by: 4
Author(s): Jing Wang, Jinzhu Xiang, Xueling Li
Software Mentions: 13
Published: almost 4 years ago

10.3389/fpls.2021.633651

Improving Wheat Yield Prediction Using Secondary Traits and High-Density Phenotyping Under Heat-Stressed Environments
Cited by: 6
Author(s): Mohammad Zillur Rahman, Jared Crain, Atena Haghighattalab, Ravi P. Singh, Jesse Poland
Software Mentions: 13
Published: over 2 years ago

10.18632/aging.202976

Development and validation of epithelial mesenchymal transition-related prognostic model for hepatocellular carcinoma
Cited by: 7
Author(s): Xuequan Wang, Ziming Xing, Huihui Xu, Haihua Yang, Tongjing Xing
Software Mentions: 13
Published: about 3 years ago

10.3389/fgene.2021.667610

The Construction and Analysis of ceRNA Network and Immune Infiltration in Kidney Renal Clear Cell Carcinoma
Cited by: 10
Author(s): Lugang Deng, Peixi Wang, Zhi Qu, Nan Liu
Software Mentions: 12
Published: over 2 years ago

10.18632/aging.103965

Establishing and validating a pathway prognostic signature in pancreatic cancer based on miRNA and mRNA sets using GSVA
Cited by: 8
Author(s): Junfeng Zhang, Jianyou Gu, Shixiang Guo, Wenjie Huang, Yongqiang Zheng, Xianxing Wang, Tao Zhang, Weibo Zhao, Bing Ni, Yingfang Fan, Huaizhi Wang
Software Mentions: 12
Published: over 3 years ago

10.3389/fgene.2020.00906

Construction and Validation of Novel Diagnostic and Prognostic DNA Methylation Signatures for Hepatocellular Carcinoma
Cited by: 7
Author(s): Ran Li, Liyan Shui, Junling Jia, Chao Wu
Software Mentions: 12
Published: over 3 years ago

10.1371/journal.pone.0251323

The role of multiple metabolic genes in predicting the overall survival of colorectal cancer: A study based on TCGA and GEO databases
Cited by: 2
Author(s): Weijun Shi, Xincan Li, Shuai Xu, Hexin Wen, Tianwen Chen, Huazhang Wu, Mulin Liu
Software Mentions: 12
Published: over 2 years ago

10.3389/fsufs.2020.561517

Predictive Models May Complement or Provide an Alternative to Existing Strategies for Assessing the Enteric Pathogen Contamination Status of Northeastern Streams Used to Provide Water for Produce Production
Cited by: 19
Author(s): Daniel Weller, Tanzy Love, Alexandra Belias, Martin Wiedmann
Software Mentions: 12
Published: over 3 years ago

10.1155/2021/6656926

The Preference, Effect, and Prognosis of Intra-Aortic Balloon Counterpulsation in Acute Myocardial Infarction Complicated by Cardiogenic Shock Patients: A Retrospective Cohort Study
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Software Mentions: 12
Published: over 3 years ago

10.1186/s12885-021-07788-7

Comprehensive analysis of genomic mutation signature and tumor mutation burden for prognosis of intrahepatic cholangiocarcinoma
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Software Mentions: 12
Published: over 3 years ago

10.18632/aging.202317

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10.1002/cam4.4126

Hypoxia‐related lncRNAs to build prognostic classifier and reveal the immune characteristics of EGFR wild type and low expression of PD‐L1 squamous and adenocarcinoma NSCLC
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10.1371/journal.pone.0207491

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Software Mentions: 12
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10.1002/cam4.4092

Gene signatures predict biochemical recurrence‐free survival in primary prostate cancer patients after radical therapy
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Author(s): Qiang Su, Zhenyu Liu, Chi Chen, Han Gao, Yongbei Zhu, Liusu Wang, Meiqing Pan, Jiangang Liu, Xin Yang, Jie Tian
Software Mentions: 12
Published: over 2 years ago

10.3389/fonc.2021.654076

A Novel Ferroptosis Related Gene Signature for Prognosis Prediction in Patients With Colon Cancer
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Author(s): Jianhua Nie, Dan Shan, Shun Li, Shuyuan Zhang, Xiaolin Zi, Fan Xing, Jiaqi Shi, Caiqi Liu, Tianjiao Wang, Xiankai Sun, Qian Zhang, Meng Zhou, Sai Luo, Hongxue Meng, Yanqiao Zhang, Tongsen Zheng
Software Mentions: 12
Published: almost 3 years ago

10.1186/s12957-021-02175-9

A prognostic model for hepatocellular carcinoma based on apoptosis-related genes
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Author(s): Renjie Liu, Guifu Wang, Chi Zhang, Dou‐Sheng Bai
Software Mentions: 12
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10.1186/s12935-021-01900-4

Role of tumor mutation burden-related signatures in the prognosis and immune microenvironment of pancreatic ductal adenocarcinoma
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Author(s): Rong Tang, Xiaomeng Liu, Wei Wang, Jie Hua, Jin Xu, Chen Liang, Qingcai Meng, Jiang Liu, Bo Zhang, Yu Lei, Si Shi
Software Mentions: 12
Published: about 3 years ago

10.3389/fonc.2020.596822

Predictive Model and Precaution for Oral Mucositis During Chemo-Radiotherapy in Nasopharyngeal Carcinoma Patients
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Author(s): Peijing Li, Kaixin Li, Tengchuan Jin, Hua Lin, Jun Fang, Shengchun Yang, Wei‐Chih Shen, Jia Chen, Jiang Zhang, Xiaozhong Chen, Ming Chen, Yuanyuan Chen
Software Mentions: 12
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10.1371/journal.pgen.1009141

A fast and scalable framework for large-scale and ultrahigh-dimensional sparse regression with application to the UK Biobank
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Author(s): Junyang Qian, Yosuke Tanigawa, Wenfei Du, Matthew Aguirre, Chris Chang, Robert Tibshirani, Manuel A. Rivas, Trevor Hastie
Software Mentions: 12
Published: over 3 years ago

10.7717/peerj.10849

modelBuildR: an R package for model building and feature selection with erroneous classifications
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Author(s): Maximilian Knoll, Jennifer Furkel, Jürgen Debus, Amir Abdollahi
Software Mentions: 12
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10.3389/fonc.2019.01361

Development and Validation of an RNA-Seq-Based Prognostic Signature in Neuroblastoma
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Author(s): Jianguo Zhou, Bo Liang, Sanli Jin, Hui-Ling Liao, Guocheng Du, Long Cheng, Hu Ma, Udo S. Gaipl
Software Mentions: 12
Published: over 4 years ago

10.1155/2021/6653247

A Risk Signature with Nine Stemness Index-Associated Genes for Predicting Survival of Patients with Uterine Corpus Endometrial Carcinoma
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Author(s): Haoya Xu, Ruoyao Zou, Jiyu Liu, Li Zhu
Software Mentions: 12
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10.3389/fgene.2020.00363

Novel Immune-Related Gene Signature for Risk Stratification and Prognosis of Survival in Lower-Grade Glioma
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Software Mentions: 12
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10.1038/s41598-021-86286-z

Construction and validation of a metabolic risk model predicting prognosis of colon cancer
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Software Mentions: 12
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10.3389/fgene.2021.692426

A Ferroptosis-Related Gene Signature Identified as a Novel Prognostic Biomarker for Colon Cancer
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Author(s): Xin Qi, Rui Wang, Yuxin Lin, Donghui Yan, Jiachen Zuo, Jiajia Chen, Bairong Shen
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10.3389/fmolb.2021.684050

Characterization of Hypoxia-Related Molecular Subtypes in Clear Cell Renal Cell Carcinoma to Aid Immunotherapy and Targeted Therapy via Multi-Omics Analysis
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Author(s): Weimin Zhong, Hongbin Zhong, Fengling Zhang, Chaoqun Huang, Yao Lin, Jian Huang
Software Mentions: 11
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10.1017/S003329171800315X

A machine learning ensemble to predict treatment outcomes following an Internet intervention for depression
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Author(s): Rahel Pearson, Derek Pisner, Björn Meyer, Jason Shumake, Christopher G. Beevers
Software Mentions: 11
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10.1080/0886022X.2021.1960563

Derivation and validation of a model to predict acute kidney injury following cardiac surgery in patients with normal renal function
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Author(s): Penghua Hu, Zhiming Mo, Yuanhan Chen, Yanhua Wu, Li Song, Li Zhang, Zhilian Li, Lei Fu, Huaban Liang, Yiming Tao, Shuangxin Liu, Zhiming Ye, Xinling Liang
Software Mentions: 11
Published: over 3 years ago

10.3389/fgene.2019.01380

Germ Cell-Specific Gene 1-Like Protein Regulated by Splicing Factor CUGBP Elav-Like Family Member 5 and Primary Bile Acid Biosynthesis are Prognostic in Glioblastoma Multiforme
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Author(s): Runzhi Huang, Zhenyu Li, Chen Li, Guanghua Wang, Penghui Yan, Li P, Jiaqi Wang, Xiaolong Zhu, Peng Hu, Junfang Zhang, Zhengyan Chang, Zongqiang Huang, Liming Cheng, Jie Zhang
Software Mentions: 11
Published: over 4 years ago

10.1038/srep42192

Application of Machine-Learning Models to Predict Tacrolimus Stable Dose in Renal Transplant Recipients
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Author(s): Jie Tang, Rong Liu, Yueli Zhang, Mou-Ze Liu, HU Yong-fang, Minghai Shao, Lan Zhu, Hua‐Wen Xin, Feng Gao, Wenjun Shang, Xiang‐Gao Meng, Lirong Zhang, Yingzi Ming, Wei Zhang
Software Mentions: 11
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10.3389/fimmu.2020.612784

Integrated Analysis of the ETS Family in Melanoma Reveals a Regulatory Role of ETV7 in the Immune Microenvironment
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Author(s): Hui Qü, Hui Zhao, Xi Zhang, Yang Liu, Feng Li, Li-Yan Sun, Zewen Song
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10.3389/fgene.2021.733715

Development and Validation of a Novel Gene Signature for Predicting the Prognosis by Identifying m5C Modification Subtypes of Cervical Cancer
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Author(s): Jing Yu, Leilei Liang, Jing Liu, Tingting Liu, Jian Li, Lin Xiu, Jia Zeng, Tiantian Wang, Di Wang, Lijun Liang, Dawei Xie, Ding-Xiong Chen, Jusheng An, Lingying Wu
Software Mentions: 11
Published: over 2 years ago

10.3389/fgene.2021.620705

Identification of Tumor Microenvironment-Related Prognostic Genes in Sarcoma
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Author(s): Dongjun Dai, Lanyu Xie, Yongjie Shui, Jinfan Li, Qichun Wei
Software Mentions: 11
Published: over 3 years ago

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