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Longitudinal self-supervised learning.
Zhao Q, Liu Z, Adeli E, Pohl KM. Zhao Q, et al. Among authors: pohl km. Med Image Anal. 2021 Jul;71:102051. doi: 10.1016/j.media.2021.102051. Epub 2021 Apr 4. Med Image Anal. 2021. PMID: 33882336 Free PMC article.
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos.
Lu M, Zhao Q, Poston KL, Sullivan EV, Pfefferbaum A, Shahid M, Katz M, Montaser-Kouhsari L, Schulman K, Milstein A, Niebles JC, Henderson VW, Fei-Fei L, Pohl KM, Adeli E. Lu M, et al. Among authors: pohl km. Med Image Anal. 2021 Oct;73:102179. doi: 10.1016/j.media.2021.102179. Epub 2021 Jul 21. Med Image Anal. 2021. PMID: 34340101 Free PMC article.
Confounder-Aware Visualization of ConvNets.
Zhao Q, Adeli E, Pfefferbaum A, Sullivan EV, Pohl KM. Zhao Q, et al. Among authors: pohl km. Mach Learn Med Imaging. 2019 Oct;11861:328-336. doi: 10.1007/978-3-030-32692-0_38. Epub 2019 Oct 10. Mach Learn Med Imaging. 2019. PMID: 32549051 Free PMC article.
Variational AutoEncoder For Regression: Application to Brain Aging Analysis.
Zhao Q, Adeli E, Honnorat N, Leng T, Pohl KM. Zhao Q, et al. Among authors: pohl km. Med Image Comput Comput Assist Interv. 2019 Oct;11765:823-831. doi: 10.1007/978-3-030-32245-8_91. Epub 2019 Oct 10. Med Image Comput Comput Assist Interv. 2019. PMID: 32705091 Free PMC article.
Data Augmentation Based on Substituting Regional MRIs Volume Scores.
Leng T, Zhao Q, Yang C, Lu Z, Adeli E, Pohl KM. Leng T, et al. Among authors: pohl km. Large Scale Annot Biomed Data Export Label Synth Hardw Aware Learn Med Imaging Comput Assist Interv (2019). 2019 Oct;11851:32-41. doi: 10.1007/978-3-030-33642-4_4. Epub 2019 Oct 24. Large Scale Annot Biomed Data Export Label Synth Hardw Aware Learn Med Imaging Comput Assist Interv (2019). 2019. PMID: 32924031 Free PMC article.
164 results