cran: glmnet | Projects | Ecosyste.ms: Papers

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 5 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: almost 7 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: about 5 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: about 5 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 5 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: almost 9 years ago

10.3389/fonc.2020.603717

Enhanced Angiogenesis in Salivary Duct Carcinoma Ex-Pleomorphic Adenoma
Cited by: 6
Author(s): Takayoshi Suzuki, Satoshi Kano, Masanobu Suzuki, Shinichiro Yasukawa, Takatsugu Mizumachi, Nobuko Tsushima, Kanako C. Hatanaka, Yutaka Hatanaka, Yoshihiro Matsuno, Akihiro Homma
Software Mentions: 7
Published: over 5 years ago

10.3389/fgene.2020.00899

Identification of a Five-Gene Signature for Predicting Survival in Malignant Pleural Mesothelioma Patients
Cited by: 6
Author(s): Yi-Yang Bai, Wang Xiao, Jie Hou, Luying Geng, Xuan Liang, Zhiping Ruan, Hui Guo, Nan Kang, Lili Jiang
Software Mentions: 7
Published: about 6 years ago

10.3389/fgene.2020.00895

Identification of Hub Genes Associated With Hepatocellular Carcinoma Using Robust Rank Aggregation Combined With Weighted Gene Co-expression Network Analysis
Cited by: 10
Author(s): Hongjiang Song, Na Ding, Shang Li, Jianlong Liao, Aimin Xie, Youtao Yu, Chunlong Zhang, Caifang Ni
Software Mentions: 7
Published: almost 6 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 5 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: about 6 years ago

10.1371/journal.pgen.1008855

Estimation of non-null SNP effect size distributions enables the detection of enriched genes underlying complex traits
Cited by: 8
Author(s): Wei Cheng, Sohini Ramachandran, Lorin Crawford
Software Mentions: 7
Published: over 6 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: about 5 years ago

10.3389/fgene.2021.639642

Immune-Related Genes Are Prognostic Markers for Prostate Cancer Recurrence
Cited by: 10
Author(s): Min Fu, Qiang Wang, Hanbo Wang, Ying Dai, Jin Wang, Weiting Kang, Zilian Cui, Xunbo Jin
Software Mentions: 7
Published: about 5 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 6 years ago

10.1155/2021/9918498

Integrated Analysis of Weighted Gene Coexpression Network Analysis Identifying Six Genes as Novel Biomarkers for Alzheimer’s Disease
Cited by: 15
Author(s): Tingting Zhang, Nanyang Liu, Wei Wei, Zhen Zhang, Hao Li
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: about 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 7 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: over 6 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 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 7 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 5 years ago

10.1038/s42003-020-01416-z

Genome-wide association studies and heritability analysis reveal the involvement of host genetics in the Japanese gut microbiota
Cited by: 37
Author(s): Sachiko Ishida, Koichi Kato, Masami Tanaka, Toshitaka Odamaki, Rieko Kubo, Eri Mitsuyama, Jin‐zhong Xiao, Rui Yamaguchi, Satoshi Uematsu, Seiya Imoto, Satoru Miyano
Software Mentions: 7
Published: almost 6 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: almost 5 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: about 7 years ago

10.1042/BSR20203496

Screening of immunosuppressive cells from colorectal adenocarcinoma and identification of prognostic markers
Cited by: 5
Author(s): Fazhan Li, Jun Zhou, Zedong Li, Leiyi Zhang
Software Mentions: 7
Published: over 5 years ago

10.1186/s13148-021-01129-y

Differential DNA methylation and changing cell-type proportions as fibrotic stage progresses in NAFLD
Cited by: 22
Author(s): Nicholas Johnson, Xiumei Wu, Christopher D. Still, Xin Chu, Anthony Petrick, Glenn S. Gerhard, Karen N. Conneely, Johanna K. DiStefano
Software Mentions: 7
Published: about 5 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: about 7 years ago

10.1042/BSR20200492

Profiles of overall survival-related gene expression-based risk signature and their prognostic implications in clear cell renal cell carcinoma
Cited by: 3
Author(s): Zihao He, Tuo Deng, Xiaolu Duan, Guohua Zeng
Software Mentions: 7
Published: about 6 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 11 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 5 years ago

10.3390/cells10092430

Artificial Intelligence-Assisted Identification of Genetic Factors Predisposing High-Risk Individuals to Asymptomatic Heart Failure
Cited by: 7
Author(s): Ning Yang, Chi-Hsiao Yeh, Tsung Hsien Tsai, Yi Ju Chou, Paul Wei Che Hsu, Chun-Hsien Li, Yun Hsuan Chan, Ling Kuo, Chun Tai Mao, Yu-Chiau Shyu, Ming‐Jui Hung, Chao‐Lun Lai, Huey Kang Sytwu, Ting Fen Tsai
Software Mentions: 7
Published: about 5 years ago

10.1155/2019/4572130

Intraoperative Hepatic Blood Inflow Can Predict Early Acute Kidney Injury following DCD Liver Transplantation: A Retrospective Observational Study
Cited by: 2
Author(s): Ao Jiao, Qingpeng Liu, Feng Li, Rui Guo, Bowen Wang, Xiwen Lu, Ning Sun, Chengshuo Zhang, Xiaohang Li, Jialin Zhang
Software Mentions: 7
Published: about 7 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: over 5 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: over 5 years ago

10.1038/s41419-021-04015-w

Autophagy-related circRNA evaluation reveals hsa_circ_0001747 as a potential favorable prognostic factor for biochemical recurrence in patients with prostate cancer
Cited by: 16
Author(s): Chuanfan Zhong, Kuan-Hung Wu, Shuo Wang, Zining Long, Taowei Yang, Weibo Zhong, Xiao Tan, Zixian Wang, Chuanyin Li, Jianming Lü, Xiangming Mao
Software Mentions: 7
Published: about 5 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: over 6 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: over 5 years ago

10.3390/cancers13081934

Cannabinoid Receptor Type-2 in B Cells Is Associated with Tumor Immunity in Melanoma
Cited by: 3
Author(s): Thomas Gruber, Steve Robatel, Mirela Kremenovic, Lukas Bäriswyl, Jürg Gertsch, Mirjam Schenk
Software Mentions: 7
Published: over 5 years ago

10.18632/aging.202278

Identification of long non-coding RNA signatures for squamous cell carcinomas and adenocarcinomas
Cited by: 0
Author(s): Suyan Tian, Mingbo Tang, Jialin Li, Chi Wang, Wei Liu
Software Mentions: 7
Published: almost 6 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: about 5 years ago

10.1186/s12885-021-08565-2

Predictive potential of Nomogram based on GMWG for patients with hepatocellular carcinoma after radical resection
Cited by: 2
Author(s): Liying Ren, Dongbo Chen, Wentao Xu, Tingfeng Xu, Rongyu Wei, Liya Suo, Yingze Huang, Hongsong Chen, Weijia Liao
Software Mentions: 7
Published: about 5 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 8 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: about 5 years ago

10.3389/fonc.2021.632459

Construction and Validation of a Novel Eight-Gene Risk Signature to Predict the Progression and Prognosis of Bladder Cancer
Cited by: 3
Author(s): Ruiliang Wang, Zongtai Zheng, Shun Mao, Wentao Zhang, Ji Liu, Cheng Li, Shenghua Liu, Xudong Yao
Software Mentions: 7
Published: about 5 years ago

10.1002/bimj.201500234

Identification of biomarker-by-treatment interactions in randomized clinical trials with survival outcomes and high-dimensional spaces
Cited by: 24
Author(s): Nils Ternès, Federico Rotolo, Georg Heinze, Stefan Michiels
Software Mentions: 7
Published: almost 10 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: over 5 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: almost 8 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 6 years ago

10.1002/sim.6782

Review and evaluation of penalised regression methods for risk prediction in low‐dimensional data with few events
Cited by: 208
Author(s): Menelaos Pavlou, Gareth Ambler, Shaun Seaman, Maria De Iorio, Rumana Omar
Software Mentions: 6
Published: almost 11 years ago

10.1186/1752-0509-8-47

Fast Bayesian inference for gene regulatory networks using ScanBMA
Cited by: 78
Author(s): William Chad Young, Adrian E. Raftery, Ka Yee Yeung
Software Mentions: 6
Published: over 12 years ago

10.3390/s19204496

Simultaneous Assessment of Urinary and Fecal Volatile Organic Compound Analysis in De Novo Pediatric IBD
Cited by: 9
Author(s): Sofia el Manouni el Hassani, Sofie Bosch, Jesse P. M. Lemmen, Marina Brizzio Brentar, Ibrahim Ayada, Alfian Wicaksono, James A. Covington, Marc A. Benninga, Nanne K. H. de Boer, Tim G. J. de Meij
Software Mentions: 6
Published: almost 7 years ago

10.1186/s12893-020-00726-7

A novel nomogram to predict the risk of anastomotic leakage in patients after oesophagectomy
Cited by: 10
Author(s): Chengjie Huang, Haijun Yao, Qi Huang, Huijie Lu, Mengdan Xu
Software Mentions: 6
Published: over 6 years ago

10.3389/fonc.2020.01496

Development and Validation of a Clinical Prognostic Model Based on Immune-Related Genes Expressed in Clear Cell Renal Cell Carcinoma
Cited by: 11
Author(s): Shengxiang Ren, Wei Wang, Hanyu Shen, Chenlin Zhang, Haiyan Hao, Mengjing Sun, Yingjing Wang, Xiaojing Zhang, Bing Lu, Chen Chen, Ziheng Wang
Software Mentions: 6
Published: about 6 years ago

10.1038/s41598-021-97891-3

Soft threshold partial least squares predicts the survival fraction of malignant glioma cells against different concentrations of methotrexate’s derivatives
Cited by: 0
Author(s): Tahir Mehmood, Mudassir Iqbal
Software Mentions: 6
Published: almost 5 years ago

10.1186/s13104-017-2540-x

The effect of mislabeled phenotypic status on the identification of mutation-carriers from SNP genotypes in dairy cattle
Cited by: 6
Author(s): Stefano Biffani, Hubert Pausch, Hermann Schwarzenbacher, Filippo Biscarini
Software Mentions: 6
Published: about 9 years ago

10.18632/aging.103743

Identification of subtype-specific genes signature by WGCNA for prognostic prediction in diffuse type gastric cancer
Cited by: 6
Author(s): Qi Zhou, Liqun Zhou, Shihao Li, Yi‐Wu Yuan, Li Liu, Jinliang Wang, Deng-Zhong Wu, You Wu, Lin Xin
Software Mentions: 6
Published: about 6 years ago

10.3389/fonc.2021.732447

Comprehensive Molecular Analyses of a Six-Gene Signature for Predicting Late Recurrence of Hepatocellular Carcinoma
Cited by: 7
Author(s): Yuyuan Zhang, Xinwei Han, Xin Li, Long Liu, Libo Wang, Xinwei Han, Zhen Li
Software Mentions: 6
Published: about 5 years ago

10.1371/journal.pcbi.1007337

Identification of gene specific cis-regulatory elements during differentiation of mouse embryonic stem cells: An integrative approach using high-throughput datasets
Cited by: 15
Author(s): M. Vijayabaskar, Debbie K. Goode, Nadine Obier, Monika Lichtinger, Amber M.L. Emmett, Fatin N Zainul Abidin, Nisar Ahmed Shar, Rebecca Hannah, Salam A. Assi, Michael Lie-A-Ling, Berthold Göttgens, Georges Lacaud, Valérie Kouskoff, Constanze Bonifer, David R. Westhead
Software Mentions: 6
Published: almost 7 years ago

10.1186/s12859-021-04189-2

A novel miRNA-based classification model of risks and stages for clear cell renal cell carcinoma patients
Cited by: 11
Author(s): Eskezeia Y. Dessie, Jeffrey J. P. Tsai, Jan‐Gowth Chang, Ka-Lok Ng
Software Mentions: 6
Published: over 5 years ago

10.3389/fonc.2021.631803

Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer
Cited by: 14
Author(s): Xin Xu, Enbo Zhou, Jun Zheng, Chihao Zhang, Yinghua Zou, Jiayun Lin, Jiwei Yu
Software Mentions: 6
Published: over 5 years ago

10.1038/s41598-021-88440-z

Machine-learning based prediction of Cushing’s syndrome in dogs attending UK primary-care veterinary practice
Cited by: 7
Author(s): Imogen Schofield, David Brodbelt, Noel Kennedy, Stijn Niessen, David Church, Rebecca Geddes, Dan G. O’Neill
Software Mentions: 6
Published: over 5 years ago

10.1371/journal.pcbi.1008831

Accuracy in the prediction of disease epidemics when ensembling simple but highly correlated models
Cited by: 9
Author(s): Denis A. Shah, E. D. De Wolf, Pierce A. Paul, L. V. Madden
Software Mentions: 6
Published: over 5 years ago

10.1186/s12859-021-04264-8

mLoc-mRNA: predicting multiple sub-cellular localization of mRNAs using random forest algorithm coupled with feature selection via elastic net
Cited by: 6
Author(s): Prabina Kumar Meher, Anil Rai, Atmakuri Ramakrishna Rao
Software Mentions: 6
Published: about 5 years ago

10.1371/journal.pone.0199758

Antipsychotic prescribing patterns on admission to and at discharge from a tertiary care program for treatment-resistant psychosis
Cited by: 7
Author(s): Lik Hang N. Lee, Ric M. Procyshyn, Ralph de Vere White, Todd S. Woodward, William G. Honer, Alasdair M. Barr
Software Mentions: 6
Published: about 8 years ago

10.1371/journal.pcbi.1009197

Multidimensional analysis of immune responses identified biomarkers of recent Mycobacterium tuberculosis infection
Cited by: 1
Author(s): Tessa Lloyd, Pia Steigler, Cheleka A M Mpande, Virginie Rozot, Boitumelo Mosito, Constance Schreuder, Timothy D. Reid, Mark Hatherill, Thomas J. Scriba, Francesca Little, Elisa Nemes
Software Mentions: 6
Published: about 5 years ago

10.1371/journal.pcbi.1008315

Leveraging functional annotation to identify genes associated with complex diseases
Cited by: 13
Author(s): Wei Liu, Mo Li, Wenfeng Zhang, Geyu Zhou, Weijie Xing, Jiawei Wang, Qiongshi Lu, Hongyu Zhao
Software Mentions: 6
Published: almost 6 years ago

10.3389/fonc.2021.580886

Radiomics Nomogram for Identifying Sub-1 cm Benign and Malignant Thyroid Lesions
Cited by: 7
Author(s): Xinxin Wu, Jingjing Li, Yakui Mou, Yao Yao, Jingjing Cui, Ning Mao, Xuejiao Song
Software Mentions: 6
Published: over 5 years ago

10.1038/s41598-021-83338-2

Inclusion of genetic variants in an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response
Cited by: 6
Author(s): Jason Shumake, Travis T. Mallard, John E. McGeary, Christopher G. Beevers
Software Mentions: 6
Published: over 5 years ago

10.1038/s41598-021-82474-z

Assessing biophysical and socio-economic impacts of climate change on regional avian biodiversity
Cited by: 8
Author(s): Simon Kapitza, Pham Van Ha, Tom Kompas, Nick Golding, Natasha C. R. Cadenhead, Payal Bal, Brendan A. Wintle
Software Mentions: 6
Published: over 5 years ago

10.3389/fnagi.2021.602781

Exploring the Key Genes and Identification of Potential Diagnosis Biomarkers in Alzheimer’s Disease Using Bioinformatics Analysis
Cited by: 20
Author(s): Wuhan Yu, Weihua Yu, Yan Yang, Yang Lü
Software Mentions: 6
Published: over 5 years ago

10.1038/s41598-021-81728-0

The impact of tinnitus distress on cognition
Cited by: 21
Author(s): Patrick Neff, Jorge Simões, S Psatha, Nyamaa Amarjargal, Benjamin Boecking, Leonie Rausch, Juliane Dettling-Papargyris, Christine Funk, Petra Brüeggemann, Birgit Mazurek
Software Mentions: 6
Published: over 5 years ago

10.18632/aging.102817

Identification of prognostic immune-related genes in the tumor microenvironment of endometrial cancer
Cited by: 61
Author(s): Peigen Chen, Yongtao Yang, Yu Zhang, Senwei Jiang, Xiaomao Li, Jing Wan
Software Mentions: 6
Published: over 6 years ago

10.3389/fonc.2021.675545

Identification of a Ferroptosis-Related LncRNA Signature as a Novel Prognosis Model for Lung Adenocarcinoma
Cited by: 52
Author(s): Lu Lu, Leping Liu, Qiangqiang Zhao, Rong Gui, Qiancheng Zhao
Software Mentions: 6
Published: about 5 years ago

10.1371/journal.pone.0222733

BWGS: A R package for genomic selection and its application to a wheat breeding programme
Cited by: 30
Author(s): Gilles Charmet, Louis-Gautier Tran, Jérôme Auzanneau, Renaud Rincent, Sophie Bouchet
Software Mentions: 6
Published: over 6 years ago

10.3389/fnins.2019.01203

Multimodal Integration of Brain Images for MRI-Based Diagnosis in Schizophrenia
Cited by: 25
Author(s): Raymond Salvador, Erick Jorge Canales-Rodríguez, Amalia Guerrero-Pedraza, Salvador Sarró, Diana Tordesillas‐Gutiérrez, Teresa Maristany, Benedicto Crespo‐Facorro, Peter McKenna, Edith Pomarol‐Clotet
Software Mentions: 6
Published: almost 7 years ago

10.1038/s41598-021-87982-6

Association among extracellular superoxide dismutase genotype, plasma concentration, and comorbidity in the very old and centenarians
Cited by: 7
Author(s): Takashi Sasaki, Yukiko Abe, M. Takayama, Tetsuo Adachi, Hideyuki Okano, Nobuyoshi Hirose, Yasumichi Arai
Software Mentions: 6
Published: over 5 years ago

10.1016/j.tube.2019.101859

Distinct serum biosignatures are associated with different tuberculosis treatment outcomes
Cited by: 22
Author(s): Katharina Ronacher, Novel N. Chegou, Léanie Kleynhans, Joel Fleury Djoba Siawaya, Nelita du Plessis, André G. Loxton, Elizna Maasdorp, Gerard Tromp, Martin Kidd, Kim Stanley, Magdalena Kriel, Ângela Menezes, Andrea Gutschmidt, Gian D. van der Spuy, Robin M. Warren, Reynaldo Dietze, Alphonse Okwera, Bonnie Thiel, John T. Belisle, Jacqueline M. Cliff, W. Henry Boom, John L. Johnson, Paul D. van Helden, Hazel M. Dockrell, Gerhard Walzl
Software Mentions: 6
Published: about 7 years ago

10.7717/peerj.8827

Identification of a three-m6A related gene risk score model as a potential prognostic biomarker in clear cell renal cell carcinoma
Cited by: 21
Author(s): Yiqiao Zhao, Zijia Tao, Xiaonan Chen
Software Mentions: 6
Published: over 6 years ago

10.3389/fninf.2018.00036

Unraveling the Complexity of Amyotrophic Lateral Sclerosis Survival Prediction
Cited by: 32
Author(s): Stephen R. Pfohl, Renaid B. Kim, Grant Coan, Cassie S. Mitchell
Software Mentions: 6
Published: over 8 years ago

10.7717/peerj.10633

Gene signatures with predictive and prognostic survival values in human osteosarcoma
Cited by: 4
Author(s): Zhongpeng Qiu, Xuehui Du, Kai Chen, Yi Dai, Sibo Wang, Jun Xiao, Gang Li
Software Mentions: 6
Published: over 5 years ago

10.12688/f1000research.17149.2

Hub genes in a pan-cancer co-expression network show potential for predicting drug responses
Cited by: 0
Author(s): Francisco Azuaje, Tony Kaoma, Céline Jeanty, Petr V. Nazarov, Arnaud Muller, Sang Yoon Kim, Gunnar Dittmar, Anna Golebiewska, Simone P. Niclou
Software Mentions: 6
Published: over 7 years ago

10.7717/peerj.9621

Identification and validation of prognostic signature for breast cancer based on genes potentially involved in autophagy
Cited by: 11
Author(s): Shanliang Zhong, Huanwen Chen, Su-Jin Yang, Jifeng Feng, Siying Zhou
Software Mentions: 6
Published: about 6 years ago

10.3389/fmolb.2020.620765

Development and External Validation of a Novel Immune Checkpoint–Related Gene Signature for Prediction of Overall Survival in Hepatocellular Carcinoma
Cited by: 11
Author(s): Enfa Zhao, Shimin Chen, Yujie Dang
Software Mentions: 6
Published: over 5 years ago

10.1186/s12874-019-0673-4

Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework
Cited by: 7
Author(s): Simon Bussy, Raphaël Veil, Vincent Looten, Anita Burgun, Stéphane Gaı̈ffas, Agathe Guilloux, Brigitte Ranque, Anne‐Sophie Jannot
Software Mentions: 6
Published: over 7 years ago

10.1038/s41598-019-54447-w

A genomic predictor of lifespan in vertebrates
Cited by: 43
Author(s): Benjamin Mayne, Oliver Berry, Campbell R. Davies, Jessica Farley, Simon Jarman
Software Mentions: 6
Published: almost 7 years ago

10.1038/s41598-020-68343-1

Performance prediction of crosses in plant breeding through genotype by environment interactions
Cited by: 13
Author(s): Javad Ansarifar, Faezeh Akhavizadegan, Lizhi Wang
Software Mentions: 6
Published: about 6 years ago

10.3389/fmolb.2016.00026

biosigner: A New Method for the Discovery of Significant Molecular Signatures from Omics Data
Cited by: 46
Author(s): Philippe Rinaudo, Samia Boudah, Christophe Junot, Etienne Thévenot
Software Mentions: 6
Published: about 10 years ago

10.3389/fmolb.2021.607090

Identification of an IRGP Signature to Predict Prognosis and Immunotherapeutic Efficiency in Bladder Cancer
Cited by: 12
Author(s): Lianghao Zhang, Long‐Qing Li, Yonghao Zhan, Zhaowei Zhu, Xuepei Zhang
Software Mentions: 6
Published: over 5 years ago

10.1371/journal.pone.0204819

Sensor-based measurement of critical care nursing workload: Unobtrusive measures of nursing activity complement traditional task and patient level indicators of workload to predict perceived exertion
Cited by: 20
Author(s): Michael A. Rosen, Aimee Dietz, Nam Lee, I-Jeng Wang, J. Markowitz, Rhonda Wyskiel, Ting Yang, Carey E. Priebe, Adam Sapirstein, Ayşe P. Gürses, Peter J. Pronovost
Software Mentions: 6
Published: almost 8 years ago

10.1186/1471-2105-16-S6-S1

Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm
Cited by: 16
Author(s): Marta Avalos, Hélène Pouyes, Yves Grandvalet, Ludivine Orriols, Emmanuel Lagarde
Software Mentions: 6
Published: over 11 years ago

10.1186/1471-2288-14-116

Validation of prediction models based on lasso regression with multiply imputed data
Cited by: 91
Author(s): Jammbe Z. Musoro, Aeilko H. Zwinderman, Milo A. Puhan, Gerben ter Riet, Ronald B. Geskus
Software Mentions: 6
Published: almost 12 years ago

10.1186/s13071-018-2960-z

Detection of Plasmodium berghei infected Anopheles stephensi using near-infrared spectroscopy
Cited by: 26
Author(s): Pedro M. Esperança, Andrew M. Blagborough, Dari F. Da, Floyd E. Dowell, Thomas S. Churcher
Software Mentions: 6
Published: about 8 years ago

10.1186/s12874-015-0066-2

Comparison of subset selection methods in linear regression in the context of health-related quality of life and substance abuse in Russia
Cited by: 53
Author(s): Olga Morozova, Olga S. Levina, Anneli Uusküla, Robert Heimer
Software Mentions: 6
Published: about 11 years ago

10.1038/s41598-018-23494-0

Methylation-to-Expression Feature Models of Breast Cancer Accurately Predict Overall Survival, Distant-Recurrence Free Survival, and Pathologic Complete Response in Multiple Cohorts
Cited by: 6
Author(s): Jeffrey Thompson, Brock C. Christensen, Carmen J. Marsit
Software Mentions: 6
Published: over 8 years ago

10.1038/s41598-018-37802-1

The transdiagnostic structure of mental effort avoidance
Cited by: 27
Author(s): Edward H. Patzelt, Wouter Kool, Alexander J. Millner, Samuel J. Gershman
Software Mentions: 6
Published: over 7 years ago

10.3389/fmicb.2020.610009

Evidence That Microorganisms at the Animal-Water Interface Drive Sea Star Wasting Disease
Cited by: 28
Author(s): Citlalli A Aquino, Ryan M Besemer, Christopher M. DeRito, Jan Kocian, Ian Porter, Peter T. Raimondi, Jordan E Rede, Lauren M. Schiebelhut, Jed P. Sparks, John P. Wares, Ian Hewson
Software Mentions: 6
Published: over 5 years ago

10.1186/s12911-021-01463-4

Assessing elderly’s functional balance and mobility via analyzing data from waist-mounted tri-axial wearable accelerometers in timed up and go tests
Cited by: 8
Author(s): Lisha Yu, Yang Zhao, Hailiang Wang, Tien‐Lung Sun, Terrence E. Murphy, Kwok‐Leung Tsui
Software Mentions: 6
Published: over 5 years ago

10.3389/fmicb.2019.02120

Incorporating Statistical Test and Machine Intelligence Into Strain Typing of Staphylococcus haemolyticus Based on Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry
Cited by: 18
Author(s): Chia-Ru Chung, Hsin-Yao Wang, Frank Lien, Yi-Ju Tseng, Chun‐Hsien Chen, Tzong-Yi Lee, Tsui Ping Liu, Jorng-Tzong Horng, Jang Jih Lu
Software Mentions: 6
Published: about 7 years ago

10.3390/v13020169

The Ecology of Nipah Virus in Bangladesh: A Nexus of Land-Use Change and Opportunistic Feeding Behavior in Bats
Cited by: 39
Author(s): Clifton McKee, Ariful Islam, Stephen P. Luby, Henrik Salje, Peter J. Hudson, Raina K. Plowright, Emily S. Gurley
Software Mentions: 6
Published: over 5 years ago

Projects: cran: glmnet

Science Score: 100/100

Bonuses:

Papers Mentioning glmnet 1,607