These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.


BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

157 related articles for article (PubMed ID: 34862526)

  • 1. Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V-A Practical Approach to Regression Problems.
    Staartjes VE; Kernbach JM
    Acta Neurochir Suppl; 2022; 134():43-50. PubMed ID: 34862526
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV-A Practical Approach to Binary Classification Problems.
    Staartjes VE; Kernbach JM
    Acta Neurochir Suppl; 2022; 134():33-41. PubMed ID: 34862525
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method.
    Huang JC; Tsai YC; Wu PY; Lien YH; Chien CY; Kuo CF; Hung JF; Chen SC; Kuo CH
    Comput Methods Programs Biomed; 2020 Oct; 195():105536. PubMed ID: 32485511
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Foundations of Feature Selection in Clinical Prediction Modeling.
    Staartjes VE; Kernbach JM; Stumpo V; van Niftrik CHB; Serra C; Regli L
    Acta Neurochir Suppl; 2022; 134():51-57. PubMed ID: 34862527
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Prediction of soil salinity in the Upputeru river estuary catchment, India, using machine learning techniques.
    Mantena S; Mahammood V; Rao KN
    Environ Monit Assess; 2023 Jul; 195(8):1006. PubMed ID: 37500987
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Seasonal prediction of daily PM
    Wu Y; Lin S; Shi K; Ye Z; Fang Y
    Environ Sci Pollut Res Int; 2022 Jun; 29(30):45821-45836. PubMed ID: 35150424
    [TBL] [Abstract][Full Text] [Related]  

  • 7. An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation.
    Gabriel RA; Harjai B; Simpson S; Du AL; Tully JL; George O; Waterman R
    JMIR Perioper Med; 2023 Jan; 6():e39650. PubMed ID: 36701181
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Prediction of Chlorophyll Content in Multi-Temporal Winter Wheat Based on Multispectral and Machine Learning.
    Wang W; Cheng Y; Ren Y; Zhang Z; Geng H
    Front Plant Sci; 2022; 13():896408. PubMed ID: 35712585
    [TBL] [Abstract][Full Text] [Related]  

  • 9. A random forest method with feature selection for developing medical prediction models with clustered and longitudinal data.
    Speiser JL
    J Biomed Inform; 2021 May; 117():103763. PubMed ID: 33781921
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II-Generalization and Overfitting.
    Kernbach JM; Staartjes VE
    Acta Neurochir Suppl; 2022; 134():15-21. PubMed ID: 34862523
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I-Introduction and General Principles.
    Kernbach JM; Staartjes VE
    Acta Neurochir Suppl; 2022; 134():7-13. PubMed ID: 34862522
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers.
    Deist TM; Dankers FJWM; Valdes G; Wijsman R; Hsu IC; Oberije C; Lustberg T; van Soest J; Hoebers F; Jochems A; El Naqa I; Wee L; Morin O; Raleigh DR; Bots W; Kaanders JH; Belderbos J; Kwint M; Solberg T; Monshouwer R; Bussink J; Dekker A; Lambin P
    Med Phys; 2018 Jul; 45(7):3449-3459. PubMed ID: 29763967
    [TBL] [Abstract][Full Text] [Related]  

  • 13. A Hybrid Approach to Tea Crop Yield Prediction Using Simulation Models and Machine Learning.
    Batool D; Shahbaz M; Shahzad Asif H; Shaukat K; Alam TM; Hameed IA; Ramzan Z; Waheed A; Aljuaid H; Luo S
    Plants (Basel); 2022 Jul; 11(15):. PubMed ID: 35893629
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Application of novel hybrid machine learning systems and radiomics features for non-motor outcome prediction in Parkinson's disease.
    Salmanpour MR; Bakhtiyari M; Hosseinzadeh M; Maghsudi M; Yousefirizi F; Ghaemi MM; Rahmim A
    Phys Med Biol; 2023 Jan; 68(3):. PubMed ID: 36595257
    [No Abstract]   [Full Text] [Related]  

  • 15. Performance Evaluation of Regression Models for the Prediction of the COVID-19 Reproduction Rate.
    Kaliappan J; Srinivasan K; Mian Qaisar S; Sundararajan K; Chang CY; C S
    Front Public Health; 2021; 9():729795. PubMed ID: 34595149
    [TBL] [Abstract][Full Text] [Related]  

  • 16. A two-stage modeling approach for breast cancer survivability prediction.
    Sedighi-Maman Z; Mondello A
    Int J Med Inform; 2021 May; 149():104438. PubMed ID: 33730681
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Prediction of 30-Day All-Cause Readmissions in Patients Hospitalized for Heart Failure: Comparison of Machine Learning and Other Statistical Approaches.
    Frizzell JD; Liang L; Schulte PJ; Yancy CW; Heidenreich PA; Hernandez AF; Bhatt DL; Fonarow GC; Laskey WK
    JAMA Cardiol; 2017 Feb; 2(2):204-209. PubMed ID: 27784047
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Machine Learning to Predict In-Hospital Morbidity and Mortality after Traumatic Brain Injury.
    Matsuo K; Aihara H; Nakai T; Morishita A; Tohma Y; Kohmura E
    J Neurotrauma; 2020 Jan; 37(1):202-210. PubMed ID: 31359814
    [TBL] [Abstract][Full Text] [Related]  

  • 19. The use and applicability of machine learning algorithms in predicting the surgical outcome for patients with benign prostatic enlargement. Which model to use?
    Mourmouris P; Tzelves L; Feretzakis G; Kalles D; Manolitsis I; Berdempes M; Varkarakis I; Skolarikos A
    Arch Ital Urol Androl; 2021 Dec; 93(4):418-424. PubMed ID: 34933537
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Comparison of statistical and machine learning models for healthcare cost data: a simulation study motivated by Oncology Care Model (OCM) data.
    Mazumdar M; Lin JJ; Zhang W; Li L; Liu M; Dharmarajan K; Sanderson M; Isola L; Hu L
    BMC Health Serv Res; 2020 Apr; 20(1):350. PubMed ID: 32334595
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 8.