cran: randomForestSRC | Projects | Ecosyste.ms: Papers

10.3389/fgene.2020.607009

Identification of an Immune-Related Gene Signature to Improve Prognosis Prediction in Colorectal Cancer Patients
Cited by: 16
Author(s): Siqi Dai, Shengwen Xu, Ye Yao, Kefeng Ding
Software Mentions: 2
Published: almost 4 years ago

10.3389/fgene.2021.680617

Development of a Four-mRNA Expression-Based Prognostic Signature for Cutaneous Melanoma
Cited by: 5
Author(s): Halbert Bai, Youliang Wang, Huimin Liu, Junyang Lu
Software Mentions: 2
Published: over 3 years ago

10.1186/s13040-016-0093-5

Detecting gene-gene interactions using a permutation-based random forest method
Cited by: 49
Author(s): Jing Li, James D. Malley, Angeline S. Andrew, Margaret R. Karagas, Jason H. Moore
Software Mentions: 2
Published: over 8 years ago

10.3389/fmed.2020.00114

Non-invasive Chemokine Detection: Improved Prediction of Antibody-Mediated Rejection in Donor-Specific Antibody-Positive Renal Allograft Recipients
Cited by: 17
Author(s): Jakob Mühlbacher, Konstantin Doberer, Nicolas Kozakowski, Heinz Regele, Sümeyra Camovic, Susanne Haindl, Gregor Bond, Helmuth Haslacher, Farsad Eskandary, J. Reeve, Georg A. Böhmig, Markus Wahrmann
Software Mentions: 2
Published: over 4 years ago

10.3389/fmicb.2019.01521

The Relative Abundance of Benthic Bacterial Phyla Along a Water-Depth Gradient in a Plateau Lake: Physical, Chemical, and Biotic Drivers
Cited by: 24
Author(s): Kejian Wu, Wei Zhao, Qian Wang, Xiangdong Yang, Lifeng Zhu, Jian Shen, Xiaoying Cheng, Jianjun Wang
Software Mentions: 2
Published: over 5 years ago

10.1136/bmjdrc-2020-001950

Development of a predictive risk model for all-cause mortality in patients with diabetes in Hong Kong
Cited by: 15
Author(s): Sharen Lee, Jiandong Zhou, Keith Sai Kit Leung, William Ka Kei Wu, Wing Tak Wong, Tong Liu, Ian Chi Kei Wong, Kamalan Jeevaratnam, Qingpeng Zhang, Gary Tse
Software Mentions: 2
Published: over 3 years ago

10.3389/fonc.2020.593741

Development and Validation of a Machine Learning Prognostic Model for Hepatocellular Carcinoma Recurrence After Surgical Resection
Cited by: 13
Author(s): Yao Huang, Hengkai Chen, Yongyi Zeng, Zhiqiang Liu, Handong Ma, Jingfeng Liu
Software Mentions: 2
Published: almost 4 years ago

10.3389/fonc.2020.591254

Identification of Epithelial–Mesenchymal Transition-Related lncRNA With Prognosis and Molecular Subtypes in Clear Cell Renal Cell Carcinoma
Cited by: 24
Author(s): Weimin Zhong, Fengling Zhang, Chaoqun Huang, Yao Lin, Jian Huang
Software Mentions: 2
Published: almost 4 years ago

10.1186/s12888-015-0447-4

Predicting general criminal recidivism in mentally disordered offenders using a random forest approach
Cited by: 40
Author(s): Marlon O. Pflueger, Irina Franke, Marc Graf, Henning Hachtel
Software Mentions: 2
Published: over 9 years ago

10.1186/s12920-019-0540-5

Development and validation of GMI signature based random survival forest prognosis model to predict clinical outcome in acute myeloid leukemia
Cited by: 11
Author(s): Mingguang Shi, Guofu Xu
Software Mentions: 2
Published: over 5 years ago

10.1111/gcb.15010

Climate and human water use diminish wetland networks supporting continental waterbird migration
Cited by: 33
Author(s): John Donnelly, Sammy L. King, N. L. Silverman, Daniel P. Collins, Eduardo Carrera-González, Alberto Lafón‐Terrazas, Johnnie N. Moore
Software Mentions: 2
Published: almost 5 years ago

10.1001/jamanetworkopen.2018.2716

Value of Neighborhood Socioeconomic Status in Predicting Risk of Outcomes in Studies That Use Electronic Health Record Data
Cited by: 54
Author(s): Nrupen A. Bhavsar, Aijing Gao, Matthew Phelan, Neha J. Pagidipati, Benjamin A. Goldstein
Software Mentions: 2
Published: about 6 years ago

10.7150/jca.34585

Identification of a Sixteen-gene Prognostic Biomarker for Lung Adenocarcinoma Using a Machine Learning Method
Cited by: 40
Author(s): Baoshan Ma, Yangyang Geng, Fanyu Meng, Yan Ge, Fengju Song
Software Mentions: 2
Published: almost 5 years ago

10.1111/jcmm.15377

A five‐microRNA signature for individualized prognosis evaluation and radiotherapy guidance in patients with diffuse lower‐grade glioma
Cited by: 12
Author(s): Jianhua Zhang, Ruiqin Hou, Yuhualei Pan, Yuhan Gao, Ying Yang, Wenqin Tian, Yanbing Zhu
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-80785-1

A prognostic model for colorectal cancer based on CEA and a 48-multiplex serum biomarker panel
Cited by: 15
Author(s): Kajsa Björkman, Sirpa Jalkanen, Marko Salmi, Harri Mustonen, Tuomas Kaprio, Henna Kekki, Kim Pettersson, Camilla Böckelman, Caj Haglund
Software Mentions: 2
Published: over 3 years ago

10.1186/s12872-020-01834-1

Risk factors associated with major adverse cardiac and cerebrovascular events following percutaneous coronary intervention: a 10-year follow-up comparing random survival forest and Cox proportional-hazards model
Cited by: 7
Author(s): Maryam Farhadian, Sahar Dehdar Karsidani, Azadeh Mozayanimonfared, Hossein Mahjub
Software Mentions: 2
Published: almost 4 years ago

10.1186/s40064-016-3113-5

Random rotation survival forest for high dimensional censored data
Cited by: 8
Author(s): Lifeng Zhou, Wang Hong, Qingsong Xu
Software Mentions: 2
Published: about 8 years ago

10.1186/s40425-019-0703-0

A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma
Cited by: 34
Author(s): Yiyin Zhang, Jin Xu, Jie Hua, Jiang Liu, Chen Liang, Qingcai Meng, Miaoyan Wei, Bo Zhang, Xianjun Yu, Si Shi
Software Mentions: 2
Published: about 5 years ago

10.1186/s12859-017-1650-8

Intervention in prediction measure: a new approach to assessing variable importance for random forests
Cited by: 29
Author(s): Irene Epifanio
Software Mentions: 2
Published: over 7 years ago

10.3390/plants9030368

Non-Destructive Detection of Tea Leaf Chlorophyll Content Using Hyperspectral Reflectance and Machine Learning Algorithms
Cited by: 27
Author(s): Rei Sonobe, Yuhei Hirono, Ayako Oi
Software Mentions: 2
Published: over 4 years ago

10.1002/mds.26364

Multivariate prediction of motor diagnosis in Huntington's disease: 12 years of PREDICT‐HD
Cited by: 34
Author(s): Jeffrey D. Long, Jane S. Paulsen
Software Mentions: 2
Published: about 9 years ago

10.1371/journal.pone.0191396

Plant identity and shallow soil moisture are primary drivers of stomatal conductance in the savannas of Kruger National Park
Cited by: 9
Author(s): Rebecca L. Tobin, Andrew Kulmatiski
Software Mentions: 2
Published: almost 7 years ago

10.1097/MD.0000000000011839

Fifteen-gene expression based model predicts the survival of clear cell renal cell carcinoma
Cited by: 24
Author(s): Ping Li, He Ren, Yan Zhang, Zhaoli Zhou
Software Mentions: 1
Published: over 6 years ago

10.1371/journal.pone.0210400

MicroRNA signature constituted of miR-30d, miR-93, and miR-181b is a promising prognostic marker in primary central nervous system lymphoma
Cited by: 22
Author(s): Yasuo Takashima, Atsushı Kawaguchi, Yasuo Iwadate, Hiroaki Hondoh, Junya Fukai, Koji Kajiwara, Azusa Hayano
Software Mentions: 1
Published: almost 6 years ago

10.1093/gigascience/giaa077

VariantSpark: Cloud-based machine learning for association study of complex phenotype and large-scale genomic data
Cited by: 10
Author(s): Arash Bayat, Piotr Szul, Aidan O’Brien, Robert Dunne, Brendan Hosking, Yatish Jain, Cameron Hosking, Oscar Junhong Luo, Natalie A. Twine, Denis C. Bauer
Software Mentions: 1
Published: over 4 years ago

10.1186/s12874-019-0863-0

Clinical risk prediction with random forests for survival, longitudinal, and multivariate (RF-SLAM) data analysis
Cited by: 76
Author(s): Shannon Wongvibulsin, Kathérine C. Wu, Scott L. Zeger
Software Mentions: 1
Published: almost 5 years ago

10.1186/s12885-020-07492-y

Improved personalized survival prediction of patients with diffuse large B-cell Lymphoma using gene expression profiling
Cited by: 7
Author(s): Adrián Mosquera Orgueira, José Ángel Díaz Arias, Marcos Pérez López, Andrés Peleteiro Raíndo, Beatriz Antelo Rodríguez, Cristina Santos, Natalia Alonso Vence, Ángeles Bendaña López, Ayelén Melisa Blanco, Laura Bao Pérez, Marta Sonia González Pérez, Manuel Pérez‐Encinas, Marianela Rodríguez, José Luis Bello López
Software Mentions: 1
Published: about 4 years ago

10.3389/fonc.2021.624240

A Combined Long Noncoding RNA Signature as a Candidate Prognostic Biomarker for Ovarian Cancer
Cited by: 2
Author(s): Hui Li, Shuoer Wang, Qianlan Yao, Yan Liu, Jing Yang, Ling Xu, Gong Yang
Software Mentions: 1
Published: over 3 years ago

10.1155/2015/576413

Application of Random Forest Survival Models to Increase Generalizability of Decision Trees: A Case Study in Acute Myocardial Infarction
Cited by: 15
Author(s): Iman Yosefian, Ehsan Mosa Farkhani, Mohammad Reza Baneshi
Software Mentions: 1
Published: almost 10 years ago

10.3389/fonc.2021.657191

Personalized Survival Prediction of Patients With Acute Myeloblastic Leukemia Using Gene Expression Profiling
Cited by: 14
Author(s): Adrián Mosquera Orgueira, Andrés Peleteiro Raíndo, Marcos Pérez López, José Ángel Díaz Arias, Marta Sonia González Pérez, Beatriz Antelo Rodríguez, Natalia Alonso Vence, Laura Bao Pérez, Roi Ferreiro Ferro, Manuel Albors Ferreiro, Ayelén Melisa Blanco, Emilia Fontanes Trabazo, Claudio Cerchione, Giovanni Martinnelli, Pau Montesinos, Manuel Mateo Pérez Encinas, José Luis Bello López
Software Mentions: 1
Published: over 3 years ago

10.3389/fimmu.2020.00608

A Machine Learning Approach for High-Dimensional Time-to-Event Prediction With Application to Immunogenicity of Biotherapies in the ABIRISK Cohort
Cited by: 1
Author(s): Julianne Duhazé, Signe Hässler, Delphine Bachelet, Aude Gleizes, Salima Hacein‐Bey‐Abina, Matthieu Allez, Florian Deisenhammer, Anna Fogdell‐Hahn, Xavier Mariette, Marc Pallardy, Philippe Broët
Software Mentions: 1
Published: over 4 years ago

10.3389/fgene.2021.637418

Identification of Seven-Gene Hypoxia Signature for Predicting Overall Survival of Hepatocellular Carcinoma
Cited by: 8
Author(s): Yuping Bai, Wenbo Qi, Le Liu, Jing Zhang, Lan Pang, Tiejun Gan, Pengfei Wang, Chen Wang, Hao Chen
Software Mentions: 1
Published: over 3 years ago

10.1038/bcj.2017.56

A gene expression signature distinguishes innate response and resistance to proteasome inhibitors in multiple myeloma
Cited by: 37
Author(s): Amit Mitra, Taylor Harding, Ujjal Mukherjee, Jin Sung Jang, Y Li, R HongZheng, Jin Jen, Pieter Sonneveld, Santosh Kumar, W. Michael Kuehl, Vincent Rajkumar, Brian Van Ness
Software Mentions: 1
Published: over 7 years ago

10.1371/journal.pone.0229577

miR-101, miR-548b, miR-554, and miR-1202 are reliable prognosis predictors of the miRNAs associated with cancer immunity in primary central nervous system lymphoma
Cited by: 14
Author(s): Yasuo Takashima, Atsushı Kawaguchi, Yasuo Iwadate, Hiroaki Hondoh, Junya Fukai, Koji Kajiwara, Azusa Hayano
Software Mentions: 1
Published: over 4 years ago

10.3390/e20010077

Characterizing Normal and Pathological Gait through Permutation Entropy
Cited by: 18
Author(s): Massimiliano Zanin, David Gómez‐Andrés, Irene Pulido-Valdeolivas, Juan Andrés Martín-Gonzalo, J. López-López, Pascual Pascual, Estrella Rausell
Software Mentions: 1
Published: almost 7 years ago

10.1186/s12920-020-00775-0

Transcription factor expression as a predictor of colon cancer prognosis: a machine learning practice
Cited by: 16
Author(s): Jiannan Liu, Chuanpeng Dong, Guanglong Jiang, Xiaoyu Lu, Yunlong Liu, Huanmei Wu
Software Mentions: 1
Published: about 4 years ago

10.1038/srep43329

Rainfall reduction amplifies the stimulatory effect of nitrogen addition on N2O emissions from a temperate forest soil
Cited by: 20
Author(s): Shicong Geng, Zhijie Chen, Shijie Han, Fang Wang, Junhui Zhang
Software Mentions: 1
Published: over 7 years ago

10.1038/s41597-020-0478-7

Estimating nitrogen and phosphorus concentrations in streams and rivers, within a machine learning framework
Cited by: 55
Author(s): Shen Lan-sun, Giuseppe Amatulli, Tushar Sethi, Peter A. Raymond, Sami Domisch
Software Mentions: 1
Published: over 4 years ago

10.1038/s41598-020-80262-9

Deep learning based prediction of prognosis in nonmetastatic clear cell renal cell carcinoma
Cited by: 23
Author(s): Seok Soo Byun, Tak-Sung Heo, Jeong-Myeong Choi, Yeong Seok Jeong, Yu Seop Kim, Won Ki Lee, Chul‐Ho Kim
Software Mentions: 1
Published: almost 4 years ago

10.1186/s12879-019-4373-9

Assessing rates and contextual predictors of 5-year mortality among HIV-infected and HIV-uninfected individuals following HIV testing in Durban, South Africa
Cited by: 4
Author(s): Ingrid V. Bassett, Ai Xu, Janet Giddy, Laura M. Bogart, Andrew Boulle, Lucia Millham, Elena Losina, Robert A. Parker
Software Mentions: 1
Published: about 5 years ago

10.1186/s13054-018-2194-7

Multicenter derivation and validation of an early warning score for acute respiratory failure or death in the hospital
Cited by: 34
Author(s): Mikhail Dziadzko, Paul J. Novotny, Jeff A. Sloan, Ognjen Gajic, Vitaly Herasevich, Parsa Mirhaji, Yongwei Wu, Michelle N. Gong
Software Mentions: 1
Published: about 6 years ago

10.1016/j.redox.2018.10.004

Ascorbic acid metabolites are involved in intraocular pressure control in the general population
Cited by: 26
Author(s): Pirro G. Hysi, Anthony P. Khawaja, Cristina Menni, Bani Tamraz, Nicholas J. Wareham, Kay–Tee Khaw, Paul J. Foster, Leslie Z. Benet, Tim D. Spector, Christopher J. Hammond
Software Mentions: 1
Published: almost 6 years ago

10.1186/s12920-019-0479-6

Identification of potential biomarkers related to glioma survival by gene expression profile analysis
Cited by: 46
Author(s): Justin Bo Kai Hsu, Tzu Hao Chang, Gilbert Lee, Tzong-Yi Lee, Cheng-Yu Chen
Software Mentions: 1
Published: over 5 years ago

Projects: cran: randomForestSRC

Papers Mentioning randomForestSRC 143