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 *

121 related articles for article (PubMed ID: 37163042)

  • 1. DeepComBat: A Statistically Motivated, Hyperparameter-Robust, Deep Learning Approach to Harmonization of Neuroimaging Data.
    Hu F; Lucas A; Chen AA; Coleman K; Horng H; Ng RWS; Tustison NJ; Davis KA; Shou H; Li M; Shinohara RT;
    bioRxiv; 2023 Apr; ():. PubMed ID: 37163042
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization.
    Hu F; Chen AA; Horng H; Bashyam V; Davatzikos C; Alexander-Bloch A; Li M; Shou H; Satterthwaite TD; Yu M; Shinohara RT
    Neuroimage; 2023 Jul; 274():120125. PubMed ID: 37084926
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Mitigating site effects in covariance for machine learning in neuroimaging data.
    Chen AA; Beer JC; Tustison NJ; Cook PA; Shinohara RT; Shou H;
    Hum Brain Mapp; 2022 Mar; 43(4):1179-1195. PubMed ID: 34904312
    [TBL] [Abstract][Full Text] [Related]  

  • 4. MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data.
    Torbati ME; Minhas DS; Laymon CM; Maillard P; Wilson JD; Chen CL; Crainiceanu CM; DeCarli CS; Hwang SJ; Tudorascu DL
    Med Image Anal; 2023 Oct; 89():102926. PubMed ID: 37595405
    [TBL] [Abstract][Full Text] [Related]  

  • 5. DeepResBat: deep residual batch harmonization accounting for covariate distribution differences.
    An L; Zhang C; Wulan N; Zhang S; Chen P; Ji F; Ng KK; Chen C; Zhou JH; Thomas Yeo BT; ;
    bioRxiv; 2024 Jan; ():. PubMed ID: 38293022
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Deep Learning in Large and Multi-Site Structural Brain MR Imaging Datasets.
    Bento M; Fantini I; Park J; Rittner L; Frayne R
    Front Neuroinform; 2021; 15():805669. PubMed ID: 35126080
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Validation of cross-sectional and longitudinal ComBat harmonization methods for magnetic resonance imaging data on a travelling subject cohort.
    Richter S; Winzeck S; Correia MM; Kornaropoulos EN; Manktelow A; Outtrim J; Chatfield D; Posti JP; Tenovuo O; Williams GB; Menon DK; Newcombe VFJ
    Neuroimage Rep; 2022 Dec; 2(4):None. PubMed ID: 36507071
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Optimal batch determination for improved harmonization and prognostication of multi-center PET/CT radiomics feature in head and neck cancer.
    Wu H; Liu X; Peng L; Yang Y; Zhou Z; Du D; Xu H; Lv W; Lu L
    Phys Med Biol; 2023 Nov; 68(22):. PubMed ID: 37844604
    [No Abstract]   [Full Text] [Related]  

  • 9. Multi-scanner Harmonization of Paired Neuroimaging Data via Structure Preserving Embedding Learning.
    Torbati ME; Tudorascu DL; Minhas DS; Maillard P; DeCarli CS; Hwang SJ
    IEEE Int Conf Comput Vis Workshops; 2021 Oct; 2021():3277-3286. PubMed ID: 34909551
    [TBL] [Abstract][Full Text] [Related]  

  • 10. RELIEF: A structured multivariate approach for removal of latent inter-scanner effects.
    Zhang R; Oliver LD; Voineskos AN; Park JY
    Imaging Neurosci (Camb); 2023 Aug; 1():1-16. PubMed ID: 37719839
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Statistical harmonization corrects site effects in functional connectivity measurements from multi-site fMRI data.
    Yu M; Linn KA; Cook PA; Phillips ML; McInnis M; Fava M; Trivedi MH; Weissman MM; Shinohara RT; Sheline YI
    Hum Brain Mapp; 2018 Nov; 39(11):4213-4227. PubMed ID: 29962049
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors.
    Bashyam VM; Doshi J; Erus G; Srinivasan D; Abdulkadir A; Singh A; Habes M; Fan Y; Masters CL; Maruff P; Zhuo C; Völzke H; Johnson SC; Fripp J; Koutsouleris N; Satterthwaite TD; Wolf DH; Gur RE; Gur RC; Morris JC; Albert MS; Grabe HJ; Resnick SM; Bryan NR; Wittfeld K; Bülow R; Wolk DA; Shou H; Nasrallah IM; Davatzikos C;
    J Magn Reson Imaging; 2022 Mar; 55(3):908-916. PubMed ID: 34564904
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Characterization of the effects of outliers on ComBat harmonization for removing inter-site data heterogeneity in multisite neuroimaging studies.
    Han Q; Xiao X; Wang S; Qin W; Yu C; Liang M
    Front Neurosci; 2023; 17():1146175. PubMed ID: 37304022
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Batch correction of single-cell sequencing data via an autoencoder architecture.
    Danino R; Nachman I; Sharan R
    Bioinform Adv; 2024; 4(1):vbad186. PubMed ID: 38213820
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Retrospective harmonization of multi-site diffusion MRI data acquired with different acquisition parameters.
    Cetin Karayumak S; Bouix S; Ning L; James A; Crow T; Shenton M; Kubicki M; Rathi Y
    Neuroimage; 2019 Jan; 184():180-200. PubMed ID: 30205206
    [TBL] [Abstract][Full Text] [Related]  

  • 16. A deep learning-based multisite neuroimage harmonization framework established with a traveling-subject dataset.
    Tian D; Zeng Z; Sun X; Tong Q; Li H; He H; Gao JH; He Y; Xia M
    Neuroimage; 2022 Aug; 257():119297. PubMed ID: 35568346
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Cross-site harmonization of multi-shell diffusion MRI measures based on rotational invariant spherical harmonics (RISH).
    De Luca A; Karayumak SC; Leemans A; Rathi Y; Swinnen S; Gooijers J; Clauwaert A; Bahr R; Sandmo SB; Sochen N; Kaufmann D; Muehlmann M; Biessels GJ; Koerte I; Pasternak O
    Neuroimage; 2022 Oct; 259():119439. PubMed ID: 35788044
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Goal-specific brain MRI harmonization.
    An L; Chen J; Chen P; Zhang C; He T; Chen C; Zhou JH; Yeo BTT; ;
    Neuroimage; 2022 Nov; 263():119570. PubMed ID: 35987490
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Evaluation of conventional and deep learning based image harmonization methods in radiomics studies.
    Tixier F; Jaouen V; Hognon C; Gallinato O; Colin T; Visvikis D
    Phys Med Biol; 2021 Dec; 66(24):. PubMed ID: 34781280
    [No Abstract]   [Full Text] [Related]  

  • 20. Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects.
    Horng H; Singh A; Yousefi B; Cohen EA; Haghighi B; Katz S; Noël PB; Shinohara RT; Kontos D
    Sci Rep; 2022 Mar; 12(1):4493. PubMed ID: 35296726
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 7.