pypi: glmnet | Projects | Ecosyste.ms: Papers

10.3389/fcell.2021.653357

Combination of Immune-Related Genomic Alterations Reveals Immune Characterization and Prediction of Different Prognostic Risks in Ovarian Cancer
Cited by: 2
Author(s): Xibo Zhao, Shanshan Cong, Qiuyan Guo, Yan Cheng, Tian Liang, Jing Wang, Guangmei Zhang
Software Mentions: 8
Published: over 3 years ago

10.3389/fcvm.2020.586871

Predicting Diagnostic Gene Biomarkers Associated With Immune Infiltration in Patients With Acute Myocardial Infarction
Cited by: 64
Author(s): Enfa Zhao, Hang Xie, Yushun Zhang
Software Mentions: 8
Published: about 4 years ago

10.1002/cam4.4156

Comprehensive analysis of a new prognosis signature based on histone deacetylases in clear cell renal cell carcinoma
Cited by: 6
Author(s): Fajuan Cheng, Bin Zheng, Jianwei Wang, Guiting Zhao, Zhongshun Yao, Zhihong Niu
Software Mentions: 8
Published: over 3 years ago

10.7717/peerj.10682

Identification of the hub genes in gastric cancer through weighted gene co-expression network analysis
Cited by: 7
Author(s): Chunyang Li, Haopeng Yu, Yajing Sun, Xiaoxi Zeng, Wei Zhang
Software Mentions: 8
Published: over 3 years ago

10.18632/aging.203266

Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma
Cited by: 4
Author(s): Rui Mao, Kehao Liu, Nana Zhao, Pengsen Guo, Yingxin Wu, Zheng Wang, Yanjun Liu, Tongtong Zhang
Software Mentions: 8
Published: over 3 years ago

10.3389/fonc.2021.640881

Exploration of an Integrative Prognostic Model of Radiogenomics Features With Underlying Gene Expression Patterns in Clear Cell Renal Cell Carcinoma
Cited by: 10
Author(s): Yeqian Huang, Hao Zeng, Linyan Chen, Yuling Luo, Xuelei Ma, Ye Zhao
Software Mentions: 8
Published: over 3 years ago

10.1186/s12864-018-4649-2

Identification and characterization of functional modules reflecting transcriptome transition during human neuron maturation
Cited by: 15
Author(s): Zhisong He, Qianhui Yu
Software Mentions: 8
Published: over 6 years ago

10.3389/fonc.2018.00100

Genomic DNA Methylation-Derived Algorithm Enables Accurate Detection of Malignant Prostate Tissues
Cited by: 35
Author(s): Erfan Aref‐Eshghi, Laila C. Schenkel, Peter Ainsworth, Hanxin Lin, David I. Rodenhiser, Jean‐Claude Cutz, Bekim Sadiković
Software Mentions: 8
Published: over 6 years ago

10.1101/2020.11.25.20235150

T cell and antibody functional correlates of severe COVID-19
Cited by: 8
Author(s): Krystle K. Q. Yu, Stephanie Fischinger, Malisa T. Smith, Caroline Atyeo, Deniz Cizmeci, Caitlin R Wolf, Erik D. Layton, Jennifer Logue, Melissa S. Aguilar, Kiel Shuey, Carolin Loos, Jingyou Yu, Nicholas Franko, Robert Y. Choi, Anna Wald, Dan H. Barouch, David M. Koelle, Douglas A. Lauffenburger, Helen Y. Chu, Galit Alter, Chetan Seshadri
Software Mentions: 8
Published: almost 4 years ago

10.1186/s13643-019-0942-7

Machine learning algorithms for systematic review: reducing workload in a preclinical review of animal studies and reducing human screening error
Cited by: 86
Author(s): Alexandra Bannach‐Brown, Piotr Przybyła, James Thomas, Andrew S.C. Rice, Sophia Ananiadou, Jing Liao, Malcolm Macleod
Software Mentions: 8
Published: almost 6 years ago

10.1007/s00259-020-04864-1

A CT-based radiomics model to detect prostate cancer lymph node metastases in PSMA radioguided surgery patients
Cited by: 25
Author(s): Jan C. Peeken, Mohamed A. Shouman, Markus Kroenke, Isabel Rauscher, Tobias Maurer, Jürgen E. Gschwend, Matthias Eiber, Stephanie E. Combs
Software Mentions: 8
Published: over 4 years ago

10.1007/s00122-017-3030-1

Predictive ability of genomic selection models in a multi-population perennial ryegrass training set using genotyping-by-sequencing
Cited by: 49
Author(s): Marty J. Faville, Siva Ganesh, Mingshu Cao, M. Z. Z. Jahufer, Timothy P. Bilton, H. S. Easton, Douglas L. Ryan, Jason A. K. Trethewey, M. P. Rolston, Andrew G. Griffiths, Roger Moraga, Casey Flay, Joana Schmidt, Rachel Tan, Brent Barrett
Software Mentions: 8
Published: almost 7 years ago

10.3389/fonc.2020.523327

The Impact of Preoperative Radiomics Signature on the Survival of Breast Cancer Patients With Residual Tumors After NAC
Cited by: 4
Author(s): Ling Zhang, Xinhua Jiang, Xiaoming Xie, Yaopan Wu, Shaoquan Zheng, Wenwen Tian, Xinhua Xie, Li Li
Software Mentions: 8
Published: almost 4 years ago

10.3390/ani11071940

Prevalence of BRD-Related Viral Pathogens in the Upper Respiratory Tract of Swiss Veal Calves
Cited by: 12
Author(s): Edgar Studer, Lutz Schönecker, Mireille Meylan, Dimitri Stucki, Ronald Dijkman, Melle Holwerda, Anna N. Glaus, Jens Becker
Software Mentions: 8
Published: over 3 years ago

10.7717/peerj.11599

A seven-lncRNA signature for predicting Ewing’s sarcoma
Cited by: 8
Author(s): Zhihui Chen, Xinyu Wang, Guozhu Wang, Bin Xiao, Zhe Ma, Hongliang Huo, Weiwei Li
Software Mentions: 8
Published: over 3 years ago

10.1038/s41389-019-0157-8

DeepCC: a novel deep learning-based framework for cancer molecular subtype classification
Cited by: 119
Author(s): Feng Gao, Wei Wang, Miaomiao Tan, Lina Zhu, Yuchen Zhang, Evelyn Fessler, Louis Vermeulen, Xin Wang
Software Mentions: 8
Published: over 5 years ago

10.3389/fnhum.2020.614979

The Error-Related Negativity Predicts Self-Control Failures in Daily Life
Cited by: 12
Author(s): Rebecca Overmeyer, Julia Berghäuser, Raoul Dieterich, Max Wolff, Thomas Goschke, Tanja Endraß
Software Mentions: 8
Published: almost 4 years ago

10.3389/fnhum.2019.00181

Ability-Based Emotional Intelligence Is Associated With Greater Cardiac Vagal Control and Reactivity
Cited by: 3
Author(s): John R. Vanuk, Anna Alkozei, Adam C. Raikes, John J. B. Allen, William D.S. Killgore
Software Mentions: 8
Published: over 5 years ago

10.1038/s41598-021-97221-7

An interaction regression model for crop yield prediction
Cited by: 25
Author(s): Javad Ansarifar, Lizhi Wang, Sotirios Archontoulis
Software Mentions: 8
Published: about 3 years ago

10.1038/s41598-021-97090-0

Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma
Cited by: 4
Author(s): Zhihong Yao, Zunxian Tan, Jifei Yang, Yihao Yang, Cao Wang, Jiaxiang Chen, Yanan Zhu, Tiying Wang, Lei Han, Lin Zhu, Zuozhang Yang
Software Mentions: 8
Published: about 3 years ago

10.1186/s12885-021-08012-2

Identification of a five-immune gene model as an independent prognostic factor in hepatocellular carcinoma
Cited by: 5
Author(s): Haitao Chen, Yueying Li, Shu–Yuan Xiao, Jingyi Guo
Software Mentions: 8
Published: over 3 years ago

10.1186/s41512-021-00103-9

The development and validation of prognostic models for overall survival in the presence of missing data in the training dataset: a strategy with a detailed example
Cited by: 1
Author(s): Kara-Louise Royle, David A. Cairns
Software Mentions: 8
Published: over 3 years ago

10.1186/s12885-021-08447-7

Identification of a tumor microenvironment-related seven-gene signature for predicting prognosis in bladder cancer
Cited by: 17
Author(s): Wang Zhi, Lei Tu, Minfeng Chen, Shiyu Tong
Software Mentions: 8
Published: over 3 years ago

10.3389/fgene.2020.00805

Prognostic lncRNA, miRNA, and mRNA Signatures in Papillary Thyroid Carcinoma
Cited by: 8
Author(s): Kun Wang, Jing Xu, Lu Zhao, Shiyang Liu, Chen‐Guang Liu, Lin Zhang
Software Mentions: 8
Published: over 4 years ago

10.1016/j.compbiomed.2021.104556

NFnetFu: A novel workflow for microbiome data fusion
Cited by: 3
Author(s): Vartika Bisht, Animesh Acharjee, Georgios V. Gkoutos
Software Mentions: 8
Published: over 3 years ago

10.1038/s41598-021-85680-x

A 14-gene gemcitabine resistance gene signature is significantly associated with the prognosis of pancreatic cancer patients
Cited by: 9
Author(s): Xing Wei, Xiaochong Zhou, Yun Zhao, Yao He, Zhen Weng, Chunfang Xu
Software Mentions: 8
Published: over 3 years ago

10.1038/s41598-021-94732-1

A comprehensive analysis of gene expression changes in a high replicate and open-source dataset of differentiating hiPSC-derived cardiomyocytes
Cited by: 22
Author(s): Tanya Grancharova, Kaytlyn A. Gerbin, Alexander Rosenberg, Charles M. Roco, Joy Arakaki, Colette M DeLizo, Stephanie Q. Dinh, Rory Donovan-Maiye, Matthew Hirano, Angelique M. Nelson, Joyce Tang, Julie A. Theriot, Calysta Yan, Vilas Menon, Sean P. Palecek, Georg Seelig, Ruwanthi N. Gunawardane
Software Mentions: 8
Published: over 3 years ago

10.3390/diagnostics11061079

Identification of Diagnostic Biomarkers and Their Correlation with Immune Infiltration in Age-Related Macular Degeneration
Cited by: 3
Author(s): Yuyang Zeng, Xiujuan Yin, Changzheng Chen, Yiqiao Xing
Software Mentions: 8
Published: over 3 years ago

10.1371/journal.pgen.1006995

Environmental perturbations lead to extensive directional shifts in RNA processing
Cited by: 24
Author(s): Allison L. Richards, Donovan Watza, Anthony Findley, Adnan Alazizi, Xiaoquan Wen, Athma A. Pai, Roger Piqué-Regi, Francesca Luca
Software Mentions: 8
Published: about 7 years ago

10.1155/2020/5843874

Identification of Biomarkers to Construct a Competing Endogenous RNA Network and Establishment of a Genomic-Clinicopathologic Nomogram to Predict Survival for Children with Rhabdoid Tumors of the Kidney
Cited by: 1
Author(s): Xiaoqing Wang, Xiangyu Wu, Tianyou Li, Meng Cui, Lichao Zhu, Gang Wang, Feng Guo
Software Mentions: 8
Published: about 4 years ago

10.1186/s13148-020-00931-4

TWIST1 DNA methylation is a cell marker of airway and parenchymal lung fibroblasts that are differentially methylated in asthma
Cited by: 7
Author(s): Rachel L. Clifford, Chen Xi Yang, Nick Fishbane, J. Patel, Julia L. MacIsaac, Lisa M. McEwen, Sean May, Marcos Castellanos-Uribe, Parameswaran Nair, Ma’en Obeidat, Michæl S. Kobor, Alan J. Knox, Tillie-Louise Hackett
Software Mentions: 8
Published: about 4 years ago

10.1038/s41598-020-75541-4

Stromal microenvironment promoted infiltration in esophageal adenocarcinoma and squamous cell carcinoma: a multi-cohort gene-based analysis
Cited by: 6
Author(s): Jiali Li, Zhao-Yi Zeng, Xueping Jiang, Nannan Zhang, Yanping Gao, Yuan Luo, Wenjie Sun, Shuying Li, Jiangbo Ren, Yan Gong, Conghua Xie
Software Mentions: 8
Published: about 4 years ago

10.1002/cam4.3655

Immune landscape and a promising immune prognostic model associated with TP53 in early‐stage lung adenocarcinoma
Cited by: 17
Author(s): Chia-Chien Wu, Rong Xiang, Lin Wei
Software Mentions: 8
Published: almost 4 years ago

10.18632/aging.103947

Autophagy-related long noncoding RNAs can predict prognosis in patients with bladder cancer
Cited by: 11
Author(s): Cong Lai, Zhenyu Wu, Juan Shi, Kaiwen Li, Jiamin Zhu, Zhenhong Chen, Cheng Liu, Kecheng Xu
Software Mentions: 8
Published: about 4 years ago

10.1186/s12967-021-03061-4

Wnt pathway-related three-mRNA clinical outcome signature in bladder urothelial carcinoma: computational biology and experimental analyses
Cited by: 4
Author(s): Siqing Sun, Yutao Wang, Jianfeng Wang, Jianbin Bi
Software Mentions: 8
Published: about 3 years ago

10.1017/S0950268820000758

Development and external-validation of a nomogram for predicting the survival of hospitalised HIV/AIDS patients based on a large study cohort in western China
Cited by: 5
Author(s): Zongxiang Yuan, Bo Zhou, Sirun Meng, Jie Jiang, Shenghong Huang, Xiang Lu, Nianning Wu, Zhongkui Xie, Jianning Deng, X. Chen, J. Liu, J. Zhang, Fengyao Wu, Hao Liang, L. Ye
Software Mentions: 8
Published: almost 5 years ago

10.1038/s41598-020-61643-6

Whole genome analysis identifies the association of TP53 genomic deletions with lower survival in Stage III colorectal cancer
Cited by: 7
Author(s): Xia Li, Paul Van Hummelen, Matthew Kubit, Ho‐Joon Lee, John Bell, Susan M. Grimes, Christina Wood-Bouwens, Stephanie Greer, Tyler Barker, Derrick S. Haslem, James M. Ford, Gail Fulde, Hanlee P. Ji, Lincoln Nadauld
Software Mentions: 8
Published: over 4 years ago

10.1136/bmj.m3339

Risk stratification of patients admitted to hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: development and validation of the 4C Mortality Score
Cited by: 699
Author(s): Stephen R Knight, Antonia Ho, Riinu Pius, Iain Buchan, Gail Carson, Thomas M Drake, Jake Dunning, Cameron J Fairfield, Carrol Gamble, Christopher Green, Gupta Rk, Sophie Halpin, Hayley Hardwick, Karl Holden, Peter Horby, Clare Jackson, Kenneth A McLean, Laura Merson, Jonathan S Nguyen‐Van‐Tam, Lisa Norman, Mahdad Noursadeghi, Piero Olliaro, Mark G Pritchard, Clark D Russell, Catherine Shaw, Aziz Sheikh, Tom Solomon, Cathie Sudlow, Olivia Swann, Lance Turtle, Peter Openshaw, J Kenneth Baillie, Malcolm G Semple, Annemarie B Docherty, Ewen M Harrison
Software Mentions: 7
Published: about 4 years ago

10.3390/cancers13061296

Candidate Markers of Olaparib Response from Genomic Data Analyses of Human Cancer Cell Lines
Cited by: 3
Author(s): Setor Amuzu, Eurı́dice Carmona, Anne-Marie Mes-Masson, Celia M.T. Greenwood, Patricia N. Tonin, Jiannis Ragoussis
Software Mentions: 7
Published: over 3 years ago

10.1038/s41598-019-45989-0

Machine learning approaches to predict lupus disease activity from gene expression data
Cited by: 48
Author(s): Brian Kegerreis, Michelle D. Catalina, Prathyusha Bachali, Nicholas S. Geraci, Adam C. Labonte, Chen Zeng, Nathaniel Stearrett, Keith A. Crandall, Peter E. Lipsky, Amrie C. Grammer
Software Mentions: 7
Published: over 5 years ago

10.18632/aging.104122

Prognostic roles of metabolic reprogramming-associated genes in patients with hepatocellular carcinoma
Cited by: 12
Author(s): Lijuan Cui, Xue Hai, Zhitong Wen, Zhihong Lu, Yunfeng Liu, Yi Zhang
Software Mentions: 7
Published: about 4 years ago

10.1038/s41598-018-23584-z

Antidepressant drug-specific prediction of depression treatment outcomes from genetic and clinical variables
Cited by: 48
Author(s): Raquel Iniesta, Karen Hodgson, Daniel Ståhl, Karim Malki, Wolfgang Maier, Marcella Rietschel, Ole Mors, Joanna Hauser, Neven Henigsberg, Mojca Zvezdana Dernovšek, Daniel Souery, Richard Dobson, Katherine J. Aitchison, Anne Farmer, Peter McGuffin, Cathryn M. Lewis, Rudolf Uher
Software Mentions: 7
Published: over 6 years ago

10.3389/fgene.2019.00185

Myometrial Transcriptional Signatures of Human Parturition
Cited by: 36
Author(s): Zachary Stanfield, Pei F. Lai, Kaiyu Lei, Mark R. Johnson, Andrew M. Blanks, Roberto Romero, Mark R. Chance, Sam Mesiano, Mehmet Koyutürk
Software Mentions: 7
Published: over 5 years ago

10.3389/fgene.2021.710485

Evaluations of Genomic Prediction and Identification of New Loci for Resistance to Stripe Rust Disease in Wheat (Triticum aestivum L.)
Cited by: 7
Author(s): Vipin Tomar, G. S. Dhillon, Daljit Singh, Ravi P. Singh, Jesse Poland, Anis Ahmad Chaudhary, Pradeep Kumar Bhati, Arun Kumar Joshi, Uttam Kumar
Software Mentions: 7
Published: about 3 years ago

10.3390/cancers13184559

Machine Learning Incorporating Host Factors for Predicting Survival in Head and Neck Squamous Cell Carcinoma Patients
Cited by: 5
Author(s): Han Yu, Sung Jun, Mark Farrugia, Austin J. Iovoli, Kimberly Wooten, Vishal Gupta, Ryan McSpadden, Moni Abraham Kuriakose, Michael R. Markiewicz, Justin Chan, Wesley L. Hicks, Mary E. Platek, Anurag Singh
Software Mentions: 7
Published: about 3 years ago

10.3389/fgene.2019.00579

A Review and Tutorial of Machine Learning Methods for Microbiome Host Trait Prediction
Cited by: 107
Author(s): Yi‐Hui Zhou, Paul J. Gallins
Software Mentions: 7
Published: over 5 years ago

10.3389/fgene.2021.739470

Construction on of a Ferroptosis-Related lncRNA-Based Model to Improve the Prognostic Evaluation of Gastric Cancer Patients Based on Bioinformatics
Cited by: 19
Author(s): Jing Pan, Xinyue Zhang, Xuedong Fang, Zhuoyuan Xin
Software Mentions: 7
Published: about 3 years ago

10.1371/journal.pcbi.1008720

Impact of between-tissue differences on pan-cancer predictions of drug sensitivity
Cited by: 4
Author(s): John P. Lloyd, Matthew B. Soellner, Sofía D. Merajver, Jun Z. Li
Software Mentions: 7
Published: over 3 years ago

10.3390/genes10100778

DNA Methylation Markers for Pan-Cancer Prediction by Deep Learning
Cited by: 48
Author(s): Biao Liu, Yulu Liu, Xingxin Pan, Mengyao Li, Shuang Yang, Shuai Cheng Li
Software Mentions: 7
Published: about 5 years ago

10.3390/genes12060799

ALDH2 p.E504K Variation and Sex Are Major Factors Associated with Current and Quitting Alcohol Drinking in Japanese Oldest Old
Cited by: 4
Author(s): Takashi Sasaki, Yoshinori Nishimoto, Takumi Hirata, Yukiko Abe, Toru Takebayashi, Yasumichi Arai
Software Mentions: 7
Published: over 3 years ago

10.3389/fgene.2019.00662

Cascaded Wx: A Novel Prognosis-Related Feature Selection Framework in Human Lung Adenocarcinoma Transcriptomes
Cited by: 6
Author(s): Bonggun Shin, Sung Soo Park, Ji Hyung Hong, Ho Jung An, Sang Hoon Chun, Kilsoo Kang, Young Ho Ahn, Yoon Ho Ko, Keunsoo Kang
Software Mentions: 7
Published: over 5 years ago

10.3389/fgene.2019.00774

A Hybrid Ensemble Approach for Identifying Robust Differentially Methylated Loci in Pan-Cancers
Cited by: 3
Author(s): Qi Tian, Jianxiao Zou, Yuan Fang, Zhongli Yu, Jie Tang, Ying Song, Shicai Fan
Software Mentions: 7
Published: about 5 years ago

10.1038/s41598-019-50260-7

Plasma metabolites associated with homeostatic model assessment of insulin resistance: metabolite-model design and external validation
Cited by: 5
Author(s): Pablo Hernández‐Alonso, Jesús García‐Gavilán, Lucía Camacho-Barcia, Anders Sjödin, Thorsten Hansen, Jo Harrold, Jordi Salas‐Salvadó, Jason C.G. Halford, Sı́lvia Canudas, Mònica Bulló
Software Mentions: 7
Published: about 5 years ago

10.1186/s12874-019-0681-4

Machine learning in medicine: a practical introduction
Cited by: 526
Author(s): Jenni A. M. Sidey-Gibbons, Chris Sidey‐Gibbons
Software Mentions: 7
Published: over 5 years ago

10.3389/fendo.2021.712513

Construction of a Prognostic Risk Prediction Model for Obesity Combined With Breast Cancer
Cited by: 1
Author(s): Na Sun, Dandan Ma, Peng Gao, Yanling Li, Zexuan Yan, Zaihui Peng, Fei Han, Yi Zhang, Xiaowei Qi
Software Mentions: 7
Published: about 3 years ago

10.1371/journal.pone.0215565

A robust data-driven genomic signature for idiopathic pulmonary fibrosis with applications for translational model selection
Cited by: 6
Author(s): Ron Ammar, Pitchumani Sivakumar, Gábor Járai, John Ryan Thompson
Software Mentions: 7
Published: over 5 years ago

10.18632/aging.102506

Reactive oxygen species metabolism-based prediction model and drug for patients with recurrent glioblastoma
Cited by: 7
Author(s): Nian Tan, Jianwei Liu, Ping Li, Zhaohao Sun, Jianming Pan, Wei Zhao
Software Mentions: 7
Published: almost 5 years ago

10.34133/2020/4216373

Semantic Segmentation of Sorghum Using Hyperspectral Data Identifies Genetic Associations
Cited by: 24
Author(s): Chenyong Miao, Alejandro Pages, Zheng Xu, Eric Rodene, Jinliang Yang, James C. Schnable
Software Mentions: 7
Published: almost 5 years ago

10.1186/s12859-021-04011-z

Empowering individual trait prediction using interactions for precision medicine
Cited by: 4
Author(s): Damian Gola, Inke R. König
Software Mentions: 7
Published: almost 4 years ago

10.3389/fphar.2021.605764

Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia
Cited by: 7
Author(s): Brandon Nick Sern Ooi, Raechell, Ariel Fangting Ying, Yong Zher Koh, Jian Yu, Sherman W. L. Yee, Justin H. S. Lee, Samuel S. Chong, Jack Wei Chieh Tan, Jing Liu, Caroline Lee, Chester L. Drum
Software Mentions: 7
Published: over 3 years ago

10.3389/fphys.2021.609770

Construction of Prognostic Risk Prediction Model of Oral Squamous Cell Carcinoma Based on Nine Survival-Associated Metabolic Genes
Cited by: 10
Author(s): Zhun Huang, Yangyang Yao, Ting‐Yu Chen, Yifan Zhao, Chao Zhang, Yu‐Ming Niu
Software Mentions: 7
Published: over 3 years ago

10.3389/fcell.2021.618313

Long Non-coding RNA Expression Patterns in Stomach Adenocarcinoma Serve as an Indicator of Tumor Mutation Burden and Are Associated With Tumor-Infiltrating Lymphocytes and Microsatellite Instability
Cited by: 6
Author(s): Dongdong Yang, Jianan Yu, Bing Han, Yue Sun, Steven Mo, Jing Hu
Software Mentions: 7
Published: almost 4 years ago

10.3389/fcell.2021.682261

Immunity-Related Gene Signature Identifies Subtypes Benefitting From Adjuvant Chemotherapy or Potentially Responding to PD1/PD-L1 Blockage in Pancreatic Cancer
Cited by: 3
Author(s): Qian Hao, Hongzhe Li, Junjie Xie, Xiang Lü, Fanlu Li, Weishen Wang, Xiaomei Tang, Minmin Shi, Longyang Jiang, Hongwei Li, Hao Chen, Chenghong Peng, Zhiwei Xu, Xiaxing Deng, Baiyong Shen
Software Mentions: 7
Published: over 3 years ago

10.3389/fcell.2021.658642

HNRNPA2B1 Affects the Prognosis of Esophageal Cancer by Regulating the miR-17-92 Cluster
Cited by: 21
Author(s): Kexin Li, Jiongyu Chen, Xiaoying Lou, Yiling Li, Benheng Qian, Danfei Xu, Yue Wu, Shaohui Ma, Donghong Zhang, Wei Cui
Software Mentions: 7
Published: over 3 years ago

10.1186/s12920-021-01081-z

Identification and validation of a novel immune-related signature associated with macrophages and CD8 T cell infiltration predicting overall survival for hepatocellular carcinoma
Cited by: 2
Author(s): Junyu Huo, Liqun Wu, Yunjin Zang
Software Mentions: 7
Published: about 3 years ago

10.3389/fcell.2021.622198

Succinylation Regulators Promote Clear Cell Renal Cell Carcinoma by Immune Regulation and RNA N6-Methyladenosine Methylation
Cited by: 11
Author(s): Wenqing Lü, Xiaofang Che, Xiujuan Qu, Chunlei Zheng, Xianghong Yang, Bowen Bao, Zhi Li, Duo Wang, Yue Jin, Yizhe Wang, Jiawen Xiao, Jianfei Qi, Yunpeng Liu
Software Mentions: 7
Published: almost 4 years ago

10.1186/s12967-020-02505-7

ANDC: an early warning score to predict mortality risk for patients with Coronavirus Disease 2019
Cited by: 44
Author(s): Zhihong Weng, Qiaosen Chen, Sumeng Li, Huadong Li, Qian Zhang, Sihong Lu, Ling Wu, Leiqun Xiong, Bobin Mi, Di Liu, Mengji Lu, Dongliang Yang, Hongbo Jiang, Shuang Zheng, Xin Zheng
Software Mentions: 7
Published: about 4 years ago

10.3389/fonc.2021.660242

Identification and Validation of a Five-Gene Signature Associated With Overall Survival in Breast Cancer Patients
Cited by: 6
Author(s): Xiaolong Wang, Chen Li, Tong Chen, Wenhao Li, Hanwen Zhang, Dong Zhang, Ying Liu, Dianwen Han, Yaming Li, Zheng Li, Dan Luo, Ning Zhang, Qifeng Yang
Software Mentions: 7
Published: about 3 years ago

10.3389/fped.2021.711104

Early Prediction of Multiple Organ Dysfunction in the Pediatric Intensive Care Unit
Cited by: 10
Author(s): Sanjukta N. Bose, Joseph L. Greenstein, James C. Fackler, Sridevi V. Sarma, Raimond L. Winslow, Melania M. Bembea
Software Mentions: 7
Published: over 3 years ago

10.1038/s41598-019-53843-6

Monocytes affect bone mineral density in pre- and postmenopausal women through ribonucleoprotein complex biogenesis by integrative bioinformatics analysis
Cited by: 8
Author(s): Kang-Wen Xiao, Jiali Li, Zhao-Yi Zeng, Zhibo Liu, Zhiqiang Hou, Xin Yan, Lin Cai
Software Mentions: 7
Published: about 5 years ago

10.7717/peerj.11968

Development and validation of a novel survival model for acute myeloid leukemia based on autophagy-related genes
Cited by: 7
Author(s): Li Huang, Lier Lin, Xing Fu, Can Meng
Software Mentions: 7
Published: over 3 years ago

10.1371/journal.pone.0164230

Blood Plasma-Derived Anti-Glycan Antibodies to Sialylated and Sulfated Glycans Identify Ovarian Cancer Patients
Cited by: 17
Author(s): Tatiana Pochechueva, Alexander Chinarev, Andreas Schoetzau, André Fedier, Nicolai V. Bovin, Neville F. Hacker, Francis Jacob, Viola Heinzelmann‐Schwarz
Software Mentions: 7
Published: about 8 years ago

10.3389/fcell.2021.673827

Expression of Lipid-Metabolism Genes Is Correlated With Immune Microenvironment and Predicts Prognosis in Osteosarcoma
Cited by: 33
Author(s): Qian-Nan Hu, Ting Lei, Yihe Hu, Pengfei Lei
Software Mentions: 7
Published: over 3 years ago

10.1002/mp.12967

Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
Cited by: 188
Author(s): Timo M. Deist, Frank J. W. M. Dankers, Gilmer Valdés, Robin Wijsman, I‐Chow Hsu, Cary Oberije, Tim Lustberg, Johan van Soest, Frank Hoebers, Arthur Jochems, Issam El Naqa, Leonard Wee, Olivier Morin, David R. Raleigh, Wouter Bots, Johannes H.A.M. Kaanders, J. Belderbos, Margriet Kwint, Timothy D. Solberg, R. Monshouwer, Johan Bussink, André Dekker, Philippe Lambin
Software Mentions: 7
Published: over 6 years ago

10.7717/peerj.9602

The role of m6A-related genes in the prognosis and immune microenvironment of pancreatic adenocarcinoma
Cited by: 58
Author(s): Rong Tang, Yiyin Zhang, Chen Liang, Jin Xu, Qingcai Meng, Jie Hua, Jiang Liu, Bo Zhang, Xianjun Yu, Si Shi
Software Mentions: 7
Published: about 4 years ago

10.3390/ijms19102903

Identification of a Prognostic Hypoxia-Associated Gene Set in IDH-Mutant Glioma
Cited by: 27
Author(s): Philip Dao Trong, Saskia Rösch, Heimo Mairbäurl, Stefan Pusch, Andreas Unterberg, Christel Herold‐Mende, Rolf Warta
Software Mentions: 7
Published: about 6 years ago

10.1007/s10994-019-05848-5

An evaluation of machine-learning for predicting phenotype: studies in yeast, rice, and wheat
Cited by: 79
Author(s): Nastasiya F. Grinberg, Oghenejokpeme I. Orhobor, Ross D. King
Software Mentions: 7
Published: about 5 years ago

10.3389/fonc.2020.01409

Development and Validation of a Tumor Mutation Burden–Related Immune Prognostic Model for Lower-Grade Glioma
Cited by: 43
Author(s): Yin Wu, Xingjun Jiang, Jun Tan, Zhaoqi Xin, Quanwei Zhou, Chaohong Zhan, Xianyong Fu, Zhaoping Wu, Youwei Guo, Zhipeng Jiang, Chao Ren, Guihua Tang
Software Mentions: 7
Published: over 4 years ago

10.1002/cam4.4189

Predicting the immune landscape of invasive breast carcinoma based on the novel signature of immune‐related lncRNA
Cited by: 7
Author(s): Shuang Shen, Xin Chen, Xiaochi Hu, Jinlong Huo, Libo Luo, Xuezhi Zhou
Software Mentions: 7
Published: over 3 years ago

10.1186/s40560-021-00525-z

Machine learning-based prediction models for accidental hypothermia patients
Cited by: 4
Author(s): Yohei Okada, Tasuku Matsuyama, Sachiko Morita, Naoki Ehara, Nobuhiro Miyamae, Takaaki Jo, Yorihisa Sumida, Nobunaga Okada, Makoto Watanabe, Masahiro Nozawa, Ayumu Tsuruoka, Yoshihiro Fujimoto, Yasuko Okumura, Tetsuhisa Kitamura, Ryoji Iiduka, Shigeru Ohtsuru
Software Mentions: 7
Published: almost 4 years ago

10.7717/peerj.11733

Identification of a circadian gene signature that predicts overall survival in lung adenocarcinoma
Cited by: 2
Author(s): Xinliang Gao, Mingbo Tang, Suyan Tian, Jialin Li, Wei Liu
Software Mentions: 7
Published: over 3 years ago

10.1371/journal.pone.0185380

Recapitulation of Ayurveda constitution types by machine learning of phenotypic traits
Cited by: 24
Author(s): Prabhat Tiwari, Rintu Kutum, Tavpritesh Sethi, Ankita Shrivastava, Bhushan Girase, Shilpi Aggarwal, Rutuja Patil, Dhiraj Agarwal, Pramod Gautam, Anurag Agrawal, Debasis Dash, Saurabh Ghosh, Sanjay Juvekar, Mitali Mukerji, Bhavana Prasher
Software Mentions: 7
Published: about 7 years ago

10.2196/16153

Explanatory Model of Dry Eye Disease Using Health and Nutrition Examinations: Machine Learning and Network-Based Factor Analysis From a National Survey
Cited by: 8
Author(s): Sang Min Nam, Thomas A Peterson, Atul J. Butte, Kyoung Yul Seo, Hyun Wook Han
Software Mentions: 7
Published: almost 5 years ago

10.3389/fnagi.2021.605970

Immune Profiling of Parkinson’s Disease Revealed Its Association With a Subset of Infiltrating Cells and Signature Genes
Cited by: 12
Author(s): Xi Zhang, Zhihua Shao, Sutong Xu, Qiulu Liu, Chenming Liu, Yuan Luo, Lingjing Jin, Siguang Li
Software Mentions: 7
Published: almost 4 years ago

10.3389/fonc.2021.733595

Identification of Glycolysis-Related lncRNAs and the Novel lncRNA WAC-AS1 Promotes Glycolysis and Tumor Progression in Hepatocellular Carcinoma
Cited by: 22
Author(s): Xigang Xia, Hao Zhang, Peng Xia, Yu Zhu, Jie Liu, Kequan Xu, Yufeng Yuan
Software Mentions: 7
Published: about 3 years ago

10.1186/s12935-020-01429-y

Establishment of the prognostic index of lung squamous cell carcinoma based on immunogenomic landscape analysis
Cited by: 11
Author(s): Jianguo Zhang, Jianzhong Zhang, Cheng Yuan, Yuan Luo, Yangyi Li, Panpan Dai, Wenjie Sun, Nannan Zhang, Jiangbo Ren, Mengjie Zhang, Yan Gong, Conghua Xie
Software Mentions: 7
Published: over 4 years ago

10.1186/s10194-018-0863-1

The role of personality, disability and physical activity in the development of medication-overuse headache: a prospective observational study
Cited by: 15
Author(s): Louise Schlosser Mose, Susanne S. Pedersen, Birgit Debrabant, Rigmor Jensen, Bibi Gram
Software Mentions: 7
Published: over 6 years ago

10.1136/jitc-2020-001519

Transcriptional analysis of multiple ovarian cancer cohorts reveals prognostic and immunomodulatory consequences of ERV expression
Cited by: 10
Author(s): Marina Natoli, John Gallon, Haonan Lu, Ala Amgheib, David J. Pinato, Francesco Mauri, Teresa Marafioti, Ayse U. Akarca, Ines Ullmo, Jacey Ip, Eric O. Aboagye, Robert E. Brown, Anastasios Karadimitris, Sadaf Ghaem‐Maghami
Software Mentions: 7
Published: almost 4 years ago

10.7717/peerj.1621

Cross-platform normalization of microarray and RNA-seq data for machine learning applications
Cited by: 71
Author(s): Jeffrey Thompson, Jie Tan, Casey S. Greene
Software Mentions: 7
Published: almost 9 years ago

10.1186/s12935-021-02050-3

Constructe a novel 5 hypoxia genes signature for cervical cancer
Cited by: 13
Author(s): Yang Yang, Yaling Li, Ruiqun Qi, Lan Zhang
Software Mentions: 7
Published: over 3 years ago

10.1186/s12935-020-01216-9

Integrated nomogram based on five stage-related genes and TNM stage to predict 1-year recurrence in hepatocellular carcinoma
Cited by: 14
Author(s): Haohan Liu, Yongcong Yan, Ruibing Chen, Mengdi Zhu, Jianhong Lin, Chuanchao He, Bingchao Shi, Ke Wen, Kai Mao, Zhiyu Xiao
Software Mentions: 7
Published: over 4 years ago

10.3389/fcell.2021.726716

Identification of an Immune-Related Long Noncoding RNA Pairs Model to Predict Survival and Immune Features in Gastric Cancer
Cited by: 8
Author(s): Shenglei Song, Shuhao Liu, Zhewei Wei, Xinghan Jin, Deli Mao, Yulong He, Bo Li, Changhua Zhang
Software Mentions: 7
Published: about 3 years ago

10.1128/mBio.00885-17

Pathogenicity Locus, Core Genome, and Accessory Gene Contributions to <i>Clostridium difficile</i> Virulence
Cited by: 42
Author(s): Brittany B. Lewis, Rebecca A. Carter, Lilan Ling, Ingrid Leiner, Ying Taur, Mini Kamboj, Erik R. Dubberke, João B. Xavier, Eric G. Pamer
Software Mentions: 7
Published: about 7 years ago

10.3389/fimmu.2021.639634

Development and Validation of a Novel Prognostic Model for Acute Myeloid Leukemia Based on Immune-Related Genes
Cited by: 10
Author(s): Ran Li, Zuoyou Ding, Peng Jin, Shishuang Wu, Ge Jiang, Rufang Xiang, Wenfang Wang, Zhen Jin, Xiaoyang Li, Kai Xue, Xiaolu Wu, Junmin Li
Software Mentions: 7
Published: over 3 years ago

10.1038/s41416-019-0694-0

Development of PancRISK, a urine biomarker-based risk score for stratified screening of pancreatic cancer patients
Cited by: 29
Author(s): Oleg Blyuss, Alexey Zaikin, Valeriia Cherepanova, Daniel Munblit, Elena M. Kiseleva, O. M. Prytomanova, Stephen W. Duffy, Tatjana Crnogorac‐Jurčević
Software Mentions: 7
Published: almost 5 years ago

10.3389/fgene.2020.577585

Development of an miRNA-Array-Based Diagnostic Signature for Periodontitis
Cited by: 11
Author(s): Sanli Jin, Jianguo Zhou, Xiaoyan Guan, Guohui Bai, Jianguo Liu, Liangwen Chen
Software Mentions: 7
Published: almost 4 years ago

10.3389/fgene.2021.604714

Coupling of Co-expression Network Analysis and Machine Learning Validation Unearthed Potential Key Genes Involved in Rheumatoid Arthritis
Cited by: 8
Author(s): Jianwei Xiao, Rongsheng Wang, Xu Cai, Zhizhong Ye
Software Mentions: 7
Published: almost 4 years ago

10.1371/journal.pone.0137222

Discovery of Intermediary Genes between Pathways Using Sparse Regression
Cited by: 1
Author(s): Kuo-ching Liang, Ashwini Patil, Kenta Nakai
Software Mentions: 7
Published: about 9 years ago

10.1289/EHP333

DNA Methylation Score as a Biomarker in Newborns for Sustained Maternal Smoking during Pregnancy
Cited by: 84
Author(s): Sarah E. Reese, Shanshan Zhao, Michael C. Wu, Bonnie R. Joubert, Christine Louise Parr, Siri Eldevik Håberg, Per Magne Ueland, Roy Miodini Nilsen, Øivind Midttun, Stein Emil Vollset, Shyamal D. Peddada, Wenche Nystad, Stephanie J. London
Software Mentions: 7
Published: over 7 years ago

10.3389/fimmu.2020.01900

Biomarkers of the Response to Immune Checkpoint Inhibitors in Metastatic Urothelial Carcinoma
Cited by: 5
Author(s): Siteng Chen, Ning Zhang, Tao Wang, Encheng Zhang, Xiang Wang, Junhua Zheng
Software Mentions: 7
Published: about 4 years ago

Projects: pypi: glmnet

Papers Mentioning glmnet 1,607