Adeli E - Search Results

1

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets.

Kim S, Park H, Kang M, Jin KH, Adeli E, Pohl KM, Park SH. Kim S, et al. Among authors: adeli e. Med Image Anal. 2024 Mar 25;95:103156. doi: 10.1016/j.media.2024.103156. Online ahead of print. Med Image Anal. 2024. PMID: 38603844

2

One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation.

Kang M, Chikontwe P, Kim S, Jin KH, Adeli E, Pohl KM, Park SH. Kang M, et al. Among authors: adeli e. Med Image Comput Comput Assist Interv. 2023 Oct;14221:521-531. doi: 10.1007/978-3-031-43895-0_49. Epub 2023 Oct 1. Med Image Comput Comput Assist Interv. 2023. PMID: 38204983 Free PMC article.

3

Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model.

Peng W, Adeli E, Bosschieter T, Hyun Park S, Zhao Q, Pohl KM. Peng W, et al. Among authors: adeli e. Med Image Comput Comput Assist Interv. 2023 Oct;14227:14-24. doi: 10.1007/978-3-031-43993-3_2. Epub 2023 Oct 1. Med Image Comput Comput Assist Interv. 2023. PMID: 38169668 Free PMC article.

4

An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment.

Nerrise F, Zhao Q, Poston KL, Pohl KM, Adeli E. Nerrise F, et al. Among authors: adeli e. Med Image Comput Comput Assist Interv. 2023 Oct;14221:723-733. doi: 10.1007/978-3-031-43895-0_68. Epub 2023 Oct 1. Med Image Comput Comput Assist Interv. 2023. PMID: 37982132 Free PMC article.

5

LSOR: Longitudinally-Consistent Self-Organized Representation Learning.

Ouyang J, Zhao Q, Adeli E, Peng W, Zaharchuk G, Pohl KM. Ouyang J, et al. Among authors: adeli e. Med Image Comput Comput Assist Interv. 2023 Oct;14220:279-289. doi: 10.1007/978-3-031-43907-0_27. Epub 2023 Oct 1. Med Image Comput Comput Assist Interv. 2023. PMID: 37961067 Free PMC article.

6

An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment.

Nerrise F, Zhao Q, Poston KL, Pohl KM, Adeli E. Nerrise F, et al. Among authors: adeli e. ArXiv [Preprint]. 2023 Jul 24:arXiv:2307.13108v1. ArXiv. 2023. PMID: 37547656 Free PMC article. Updated. Preprint.

7

CCA identifies a neurophysiological marker of adaptation capacity that is reliably linked to internal locus of control of cognition in amnestic MCI.

Peralta-Malváez L, Turnbull A, Anthony M, Adeli E, Lin FV. Peralta-Malváez L, et al. Among authors: adeli e. Geroscience. 2023 Jun;45(3):1803-1815. doi: 10.1007/s11357-023-00730-8. Epub 2023 Jan 26. Geroscience. 2023. PMID: 36697886 Free PMC article.

8

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning.

Qu L, Zhou Y, Liang PP, Xia Y, Wang F, Adeli E, Fei-Fei L, Rubin D. Qu L, et al. Among authors: adeli e. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2022 Jun;2022:10051-10061. doi: 10.1109/cvpr52688.2022.00982. Epub 2022 Sep 27. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2022. PMID: 36624800 Free PMC article.

9

Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing.

Paschali M, Zhao Q, Adeli E, Pohl KM. Paschali M, et al. Among authors: adeli e. Predict Intell Med. 2022 Sep;13564:13-23. doi: 10.1007/978-3-031-16919-9_2. Epub 2022 Sep 16. Predict Intell Med. 2022. PMID: 36342897 Free PMC article.

10

GaitForeMer: Self-Supervised Pre-Training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation.

Endo M, Poston KL, Sullivan EV, Fei-Fei L, Pohl KM, Adeli E. Endo M, et al. Among authors: adeli e. Med Image Comput Comput Assist Interv. 2022 Sep;13438:130-139. doi: 10.1007/978-3-031-16452-1_13. Epub 2022 Sep 16. Med Image Comput Comput Assist Interv. 2022. PMID: 36342887 Free PMC article.

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