Dvornek NC - Search Results

1

SIFT-DBT: SELF-SUPERVISED INITIALIZATION AND FINE-TUNING FOR IMBALANCED DIGITAL BREAST TOMOSYNTHESIS IMAGE CLASSIFICATION.

Du Y, Hooley RJ, Lewin J, Dvornek NC. Du Y, et al. Among authors: dvornek nc. Proc IEEE Int Symp Biomed Imaging. 2024 May;2024:10.1109/ISBI56570.2024.10635723. doi: 10.1109/ISBI56570.2024.10635723. Epub 2024 Aug 22. Proc IEEE Int Symp Biomed Imaging. 2024. PMID: 39263046

2

Mine Your Own Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels.

You C, Dai W, Liu F, Min Y, Dvornek NC, Li X, Clifton DA, Staib L, Duncan JS. You C, et al. Among authors: dvornek nc. IEEE Trans Pattern Anal Mach Intell. 2024 Sep 13;PP. doi: 10.1109/TPAMI.2024.3461321. Online ahead of print. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 39269798

3

COMBINING PHENOTYPIC AND RESTING-STATE FMRI DATA FOR AUTISM CLASSIFICATION WITH RECURRENT NEURAL NETWORKS.

Dvornek NC, Ventola P, Duncan JS. Dvornek NC, et al. Proc IEEE Int Symp Biomed Imaging. 2018 Apr;2018:725-728. doi: 10.1109/ISBI.2018.8363676. Epub 2018 May 24. Proc IEEE Int Symp Biomed Imaging. 2018. PMID: 30288208 Free PMC article.

4

PREDICTION OF TREATMENT OUTCOME FOR AUTISM FROM STRUCTURE OF THE BRAIN BASED ON SURE INDEPENDENCE SCREENING.

Zhuang J, Dvornek NC, Zhao Q, Li X, Ventola P, Duncan JS. Zhuang J, et al. Among authors: dvornek nc. Proc IEEE Int Symp Biomed Imaging. 2019 Apr;2019:404-408. doi: 10.1109/ISBI.2019.8759156. Epub 2019 Jul 11. Proc IEEE Int Symp Biomed Imaging. 2019. PMID: 32256966 Free PMC article.

5

2-CHANNEL CONVOLUTIONAL 3D DEEP NEURAL NETWORK (2CC3D) FOR FMRI ANALYSIS: ASD CLASSIFICATION AND FEATURE LEARNING.

Li X, Dvornek NC, Papademetris X, Zhuang J, Staib LH, Ventola P, Duncan JS. Li X, et al. Among authors: dvornek nc. Proc IEEE Int Symp Biomed Imaging. 2018 Apr;2018:1252-1255. doi: 10.1109/isbi.2018.8363798. Epub 2018 May 24. Proc IEEE Int Symp Biomed Imaging. 2018. PMID: 32983370 Free PMC article.

6

PREDICTION OF PIVOTAL RESPONSE TREATMENT OUTCOME WITH TASK FMRI USING RANDOM FOREST AND VARIABLE SELECTION.

Zhuang J, Dvornek NC, Li X, Yang D, Ventola P, Duncan JS. Zhuang J, et al. Among authors: dvornek nc. Proc IEEE Int Symp Biomed Imaging. 2018 Apr;2018:97-100. doi: 10.1109/ISBI.2018.8363531. Epub 2018 May 24. Proc IEEE Int Symp Biomed Imaging. 2018. PMID: 33014282 Free PMC article.

7

ESTIMATING REPRODUCIBLE FUNCTIONAL NETWORKS ASSOCIATED WITH TASK DYNAMICS USING UNSUPERVISED LSTMS.

Dvornek NC, Ventola P, Duncan JS. Dvornek NC, et al. Proc IEEE Int Symp Biomed Imaging. 2020 Apr;2020:10.1109/isbi45749.2020.9098377. doi: 10.1109/isbi45749.2020.9098377. Epub 2020 May 22. Proc IEEE Int Symp Biomed Imaging. 2020. PMID: 34422224 Free PMC article.

8

Learning Generalizable Recurrent Neural Networks from Small Task-fMRI Datasets.

Dvornek NC, Yang D, Ventola P, Duncan JS. Dvornek NC, et al. Med Image Comput Comput Assist Interv. 2018 Sep;11072:329-337. doi: 10.1007/978-3-030-00931-1_38. Epub 2018 Sep 13. Med Image Comput Comput Assist Interv. 2018. PMID: 30873514 Free PMC article.

9

Invertible Network for Classification and Biomarker Selection for ASD.

Zhuang J, Dvornek NC, Li X, Ventola P, Duncan JS. Zhuang J, et al. Among authors: dvornek nc. Med Image Comput Comput Assist Interv. 2019 Oct;11766:700-708. doi: 10.1007/978-3-030-32248-9_78. Epub 2019 Oct 10. Med Image Comput Comput Assist Interv. 2019. PMID: 32274471 Free PMC article.

10

Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery.

Li X, Dvornek NC, Zhou Y, Zhuang J, Ventola P, Duncan JS. Li X, et al. Among authors: dvornek nc. Inf Process Med Imaging. 2019 Jun;11492:718-730. doi: 10.1007/978-3-030-20351-1_56. Epub 2019 May 22. Inf Process Med Imaging. 2019. PMID: 32982121 Free PMC article.

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