Treacher A - Search Results

1

Multiple Deep Learning Architectures Achieve Superior Performance Diagnosing Autism Spectrum Disorder Using Features Previously Extracted from Structural and Functional MRI.

Mellema C, Treacher A, Nguyen K, Montillo A. Mellema C, et al. Among authors: treacher a. Proc IEEE Int Symp Biomed Imaging. 2019 Apr;2019:1891-1895. doi: 10.1109/ISBI.2019.8759193. Epub 2019 Jul 11. Proc IEEE Int Symp Biomed Imaging. 2019. PMID: 31741704 Free PMC article.

2

Predicting Response to the Antidepressant Bupropion using Pretreatment fMRI.

Nguyen KP, Fatt CC, Treacher A, Mellema C, Trivedi MH, Montillo A. Nguyen KP, et al. Among authors: treacher a. Predict Intell Med. 2019 Oct;11843:53-62. doi: 10.1007/978-3-030-32281-6_6. Epub 2019 Oct 10. Predict Intell Med. 2019. PMID: 31709423 Free PMC article.

3

Deep Learning Convolutional Neural Networks for the Estimation of Liver Fibrosis Severity from Ultrasound Texture.

Treacher A, Beauchamp D, Quadri B, Fetzer D, Vij A, Yokoo T, Montillo A. Treacher A, et al. Proc SPIE Int Soc Opt Eng. 2019 Feb;10950:109503E. doi: 10.1117/12.2512592. Epub 2019 Mar 13. Proc SPIE Int Soc Opt Eng. 2019. PMID: 31741550 Free PMC article.

4

Predicting Parkinson's disease trajectory using clinical and neuroimaging baseline measures.

Nguyen KP, Raval V, Treacher A, Mellema C, Yu FF, Pinho MC, Subramaniam RM, Dewey RB Jr, Montillo AA. Nguyen KP, et al. Among authors: treacher a. Parkinsonism Relat Disord. 2021 Apr;85:44-51. doi: 10.1016/j.parkreldis.2021.02.026. Epub 2021 Mar 7. Parkinsonism Relat Disord. 2021. PMID: 33730626 Free PMC article.

5

Anatomically-Informed Data Augmentation for Functional MRI with Applications to Deep Learning.

Nguyen KP, Fatt CC, Treacher A, Mellema C, Trivedi MH, Montillo A. Nguyen KP, et al. Among authors: treacher a. Proc SPIE Int Soc Opt Eng. 2020 Feb;11313:113130T. doi: 10.1117/12.2548630. Epub 2020 Mar 10. Proc SPIE Int Soc Opt Eng. 2020. PMID: 33767520 Free PMC article.

6

Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder.

Mellema CJ, Treacher A, Nguyen KP, Montillo A. Mellema CJ, et al. Among authors: treacher a. Proc IEEE Int Symp Biomed Imaging. 2020 Apr;2020:1022-1025. doi: 10.1109/ISBI45749.2020.9098555. Epub 2020 May 22. Proc IEEE Int Symp Biomed Imaging. 2020. PMID: 33767805 Free PMC article.

7

MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks.

Treacher AH, Garg P, Davenport E, Godwin R, Proskovec A, Bezerra LG, Murugesan G, Wagner B, Whitlow CT, Stitzel JD, Maldjian JA, Montillo AA. Treacher AH, et al. Neuroimage. 2021 Nov 1;241:118402. doi: 10.1016/j.neuroimage.2021.118402. Epub 2021 Jul 16. Neuroimage. 2021. PMID: 34274419 Free PMC article.

8

Patterns of Pretreatment Reward Task Brain Activation Predict Individual Antidepressant Response: Key Results From the EMBARC Randomized Clinical Trial.

Nguyen KP, Chin Fatt C, Treacher A, Mellema C, Cooper C, Jha MK, Kurian B, Fava M, McGrath PJ, Weissman M, Phillips ML, Trivedi MH, Montillo AA. Nguyen KP, et al. Among authors: treacher a. Biol Psychiatry. 2022 Mar 15;91(6):550-560. doi: 10.1016/j.biopsych.2021.09.011. Epub 2021 Sep 22. Biol Psychiatry. 2022. PMID: 34916068 Free PMC article. Clinical Trial.

9

Reproducible neuroimaging features for diagnosis of autism spectrum disorder with machine learning.

Mellema CJ, Nguyen KP, Treacher A, Montillo A. Mellema CJ, et al. Among authors: treacher a. Sci Rep. 2022 Feb 23;12(1):3057. doi: 10.1038/s41598-022-06459-2. Sci Rep. 2022. PMID: 35197468 Free PMC article.

10

Association between resting-state functional brain connectivity and gene expression is altered in autism spectrum disorder.

Berto S, Treacher AH, Caglayan E, Luo D, Haney JR, Gandal MJ, Geschwind DH, Montillo AA, Konopka G. Berto S, et al. Among authors: treacher ah. Nat Commun. 2022 Jun 9;13(1):3328. doi: 10.1038/s41467-022-31053-5. Nat Commun. 2022. PMID: 35680911 Free PMC article.

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