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 *

152 related articles for article (PubMed ID: 38418819)

  • 1. Data leakage inflates prediction performance in connectome-based machine learning models.
    Rosenblatt M; Tejavibulya L; Jiang R; Noble S; Scheinost D
    Nat Commun; 2024 Feb; 15(1):1829. PubMed ID: 38418819
    [TBL] [Abstract][Full Text] [Related]  

  • 2. The effects of data leakage on connectome-based machine learning models.
    Rosenblatt M; Tejavibulya L; Jiang R; Noble S; Scheinost D
    bioRxiv; 2023 Dec; ():. PubMed ID: 38234740
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Ten simple rules for predictive modeling of individual differences in neuroimaging.
    Scheinost D; Noble S; Horien C; Greene AS; Lake EM; Salehi M; Gao S; Shen X; O'Connor D; Barron DS; Yip SW; Rosenberg MD; Constable RT
    Neuroimage; 2019 Jun; 193():35-45. PubMed ID: 30831310
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Methodological evaluation of individual cognitive prediction based on the brain white matter structural connectome.
    Feng G; Wang Y; Huang W; Chen H; Dai Z; Ma G; Li X; Zhang Z; Shu N
    Hum Brain Mapp; 2022 Aug; 43(12):3775-3791. PubMed ID: 35475571
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Brain Age Prediction: A Comparison between Machine Learning Models Using Brain Morphometric Data.
    Han J; Kim SY; Lee J; Lee WH
    Sensors (Basel); 2022 Oct; 22(20):. PubMed ID: 36298428
    [TBL] [Abstract][Full Text] [Related]  

  • 6. NBS-Predict: A prediction-based extension of the network-based statistic.
    Serin E; Zalesky A; Matory A; Walter H; Kruschwitz JD
    Neuroimage; 2021 Dec; 244():118625. PubMed ID: 34610435
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Resample aggregating improves the generalizability of connectome predictive modeling.
    O'Connor D; Lake EMR; Scheinost D; Constable RT
    Neuroimage; 2021 Aug; 236():118044. PubMed ID: 33848621
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?
    Tian Y; Zalesky A
    Neuroimage; 2021 Dec; 245():118648. PubMed ID: 34673248
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Connectome-based predictive modeling of attention: Comparing different functional connectivity features and prediction methods across datasets.
    Yoo K; Rosenberg MD; Hsu WT; Zhang S; Li CR; Scheinost D; Constable RT; Chun MM
    Neuroimage; 2018 Feb; 167():11-22. PubMed ID: 29122720
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics.
    He T; Kong R; Holmes AJ; Nguyen M; Sabuncu MR; Eickhoff SB; Bzdok D; Feng J; Yeo BTT
    Neuroimage; 2020 Feb; 206():116276. PubMed ID: 31610298
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data.
    Cai XL; Xie DJ; Madsen KH; Wang YM; Bögemann SA; Cheung EFC; Møller A; Chan RCK
    Hum Brain Mapp; 2020 Jan; 41(1):172-184. PubMed ID: 31571320
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Novel machine learning approaches for improving the reproducibility and reliability of functional and effective connectivity from functional MRI.
    Mellema CJ; Montillo AA
    J Neural Eng; 2023 Dec; 20(6):. PubMed ID: 37963396
    [No Abstract]   [Full Text] [Related]  

  • 13. Connectome-based individualized prediction of temperament trait scores.
    Jiang R; Calhoun VD; Zuo N; Lin D; Li J; Fan L; Qi S; Sun H; Fu Z; Song M; Jiang T; Sui J
    Neuroimage; 2018 Dec; 183():366-374. PubMed ID: 30125712
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Brain functional connectome-based prediction of individual decision impulsivity.
    Cai H; Chen J; Liu S; Zhu J; Yu Y
    Cortex; 2020 Apr; 125():288-298. PubMed ID: 32113043
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Cross-cohort replicability and generalizability of connectivity-based psychometric prediction patterns.
    Wu J; Li J; Eickhoff SB; Hoffstaedter F; Hanke M; Yeo BTT; Genon S
    Neuroimage; 2022 Nov; 262():119569. PubMed ID: 35985618
    [TBL] [Abstract][Full Text] [Related]  

  • 16. High-accuracy machine learning techniques for functional connectome fingerprinting and cognitive state decoding.
    Hannum A; Lopez MA; Blanco SA; Betzel RF
    Hum Brain Mapp; 2023 Nov; 44(16):5294-5308. PubMed ID: 37498048
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual.
    Lei D; Pinaya WHL; Young J; van Amelsvoort T; Marcelis M; Donohoe G; Mothersill DO; Corvin A; Vieira S; Huang X; Lui S; Scarpazza C; Arango C; Bullmore E; Gong Q; McGuire P; Mechelli A
    Hum Brain Mapp; 2020 Apr; 41(5):1119-1135. PubMed ID: 31737978
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Reporting details of neuroimaging studies on individual traits prediction: A literature survey.
    Yeung AWK; More S; Wu J; Eickhoff SB
    Neuroimage; 2022 Aug; 256():119275. PubMed ID: 35513295
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Predictive models for social functioning in healthy young adults: A machine learning study integrating neuroanatomical, cognitive, and behavioral data.
    Miley K; Michalowski M; Yu F; Leng E; McMorris BJ; Vinogradov S
    Soc Neurosci; 2022 Oct; 17(5):414-427. PubMed ID: 36196662
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Multi-view learning-based data proliferator for boosting classification using highly imbalanced classes.
    Graa O; Rekik I
    J Neurosci Methods; 2019 Nov; 327():108344. PubMed ID: 31421161
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 8.