Methods
Published on 28 Jan 2022
Identify DNA-Binding Proteins Through the Extreme Gradient Boosting Algorithm
in Statistical Genetics and Methodology
Frontiers in Genetics
doi 10.3389/fgene.2021.821996
- 6,847 views
- 35 citations
18 articles related to "Extreme Gradient Boosting Algorithm"
Articles
Original Research
Published on 24 Sep 2024
Study on risk factors of impaired fasting glucose and development of a prediction model based on Extreme Gradient Boosting algorithm
in Clinical Diabetes
Frontiers in Endocrinology
doi 10.3389/fendo.2024.1368225
- 2,674 views
- 5 citations
Original Research
Published on 04 Mar 2022
A Promising Preoperative Prediction Model for Microvascular Invasion in Hepatocellular Carcinoma Based on an Extreme Gradient Boosting Algorithm
in Gastrointestinal Cancers: Hepato Pancreatic Biliary Cancers
Frontiers in Oncology
doi 10.3389/fonc.2022.852736
- 4,635 views
- 22 citations
Original Research
Published on 24 Sep 2020
T4SE-XGB: Interpretable Sequence-Based Prediction of Type IV Secreted Effectors Using eXtreme Gradient Boosting Algorithm
in Systems Microbiology
Frontiers in Microbiology
doi 10.3389/fmicb.2020.580382
- 8,050 views
- 40 citations
Original Research
Published on 31 Jan 2020
Impact of 25-Hydroxyvitamin D on the Prognosis of Acute Ischemic Stroke: Machine Learning Approach
in Stroke
Frontiers in Neurology
doi 10.3389/fneur.2020.00037
- 4,182 views
- 16 citations
Original Research
Published on 26 Oct 2021
A Deep Learning and XGBoost-Based Method for Predicting Protein-Protein Interaction Sites
in Computational Genomics
Frontiers in Genetics
doi 10.3389/fgene.2021.752732
- 7,128 views
- 16 citations
Original Research
Published on 10 Nov 2022
Rapid nondestructive detection of peanut varieties and peanut mildew based on hyperspectral imaging and stacked machine learning models
in Sustainable and Intelligent Phytoprotection
Frontiers in Plant Science
doi 10.3389/fpls.2022.1047479
- 4,759 views
- 28 citations
Original Research
Published on 05 Apr 2022
Detection of Schizophrenia Cases From Healthy Controls With Combination of Neurocognitive and Electrophysiological Features
in Neuroimaging
Frontiers in Psychiatry
doi 10.3389/fpsyt.2022.810362
- 4,136 views
- 11 citations
Original Research
Published on 02 Mar 2023
Assessment of groundwater quality in a highly urbanized coastal city using water quality index model and bayesian model averaging
in Water and Wastewater Management
Frontiers in Environmental Science
doi 10.3389/fenvs.2023.1086300
- 4,070 views
- 22 citations
Original Research
Published on 25 May 2022
Recognition of Cattle's Feeding Behaviors Using Noseband Pressure Sensor With Machine Learning
in Animal Behavior and Welfare
Frontiers in Veterinary Science
doi 10.3389/fvets.2022.822621
- 7,960 views
- 27 citations
Original Research
Published on 17 Jan 2022
Prediction and Clinically Important Factors of Acute Kidney Injury Non-recovery
in Nephrology
Frontiers in Medicine
doi 10.3389/fmed.2021.789874
- 6,983 views
- 11 citations
Original Research
Published on 10 Jan 2023
Prediction model for postoperative atrial fibrillation in non-cardiac surgery using machine learning
in Intensive Care Medicine and Anesthesiology
Frontiers in Medicine
doi 10.3389/fmed.2022.983330
- 4,139 views
- 6 citations
Original Research
Published on 25 Aug 2023
The extent, perceived causes and impacts of land use and land cover change in Tyhume Valley, South Africa
in Global Biodiversity Threats
Frontiers in Conservation Science
doi 10.3389/fcosc.2023.1205750
- 4,806 views
- 2 citations
Original Research
Published on 29 Jul 2022
Automated risk assessment of newly detected atrial fibrillation poststroke from electronic health record data using machine learning and natural language processing
in Heart Failure and Transplantation
Frontiers in Cardiovascular Medicine
doi 10.3389/fcvm.2022.941237
- 4,073 views
- 7 citations
Original Research
Published on 17 Mar 2023
A machine learning-based model for predicting the risk of early-stage inguinal lymph node metastases in patients with squamous cell carcinoma of the penis
in Genitourinary Surgery and Interventions
Frontiers in Surgery
doi 10.3389/fsurg.2023.1095545
- 2,778 views
- 2 citations
Original Research
Published on 22 Feb 2023
MRI-based pre-Radiomics and delta-Radiomics models accurately predict the post-treatment response of rectal adenocarcinoma to neoadjuvant chemoradiotherapy
in Surgical Oncology
Frontiers in Oncology
doi 10.3389/fonc.2023.1133008
- 6,063 views
- 26 citations