• 4977 Citations
  • 12 h-Index
20022020

Research output per year

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Research Output

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

Mellema, C. J., Treacher, A., Nguyen, K. P. & Montillo, A., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1022-1025 4 p. 9098555. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Improved motion correction for functional MRI using an omnibus regression model

    Raval, V., Nguyen, K. P., Mellema, C. & Montillo, A., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1044-1047 4 p. 9098688. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 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., Jan 1 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109503E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 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., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1891-1895 5 p. 8759193. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1 Scopus citations

    Predicting response to the antidepressant bupropion using pretreatment fMRI

    Nguyen, K. P., Fatt, C. C., Treacher, A., Mellema, C., Trivedi, M. H. & Montillo, A., Jan 1 2019, Predictive Intelligence in Medicine - 2nd International Workshop, PRIME 2019, Held in Conjunction with MICCAI 2019, Proceedings. Rekik, I., Adeli, E. & Park, S. H. (eds.). Springer, p. 53-62 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11843 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution