Hamarneh G - Search Results

1

Special issue on machine learning in medical imaging.

Wang L, Shi Y, Suk HI, Noble A, Hamarneh G. Wang L, et al. Among authors: hamarneh g. Comput Med Imaging Graph. 2019 Jun;74:10-11. doi: 10.1016/j.compmedimag.2019.03.003. Epub 2019 Mar 16. Comput Med Imaging Graph. 2019. PMID: 30908957 No abstract available.

2

Predictive connectome subnetwork extraction with anatomical and connectivity priors.

Brown CJ, Miller SP, Booth BG, Zwicker JG, Grunau RE, Synnes AR, Chau V, Hamarneh G. Brown CJ, et al. Among authors: hamarneh g. Comput Med Imaging Graph. 2019 Jan;71:67-78. doi: 10.1016/j.compmedimag.2018.08.009. Epub 2018 Aug 25. Comput Med Imaging Graph. 2019. PMID: 30508806

3

Segmentation-free direct tumor volume and metabolic activity estimation from PET scans.

Taghanaki SA, Duggan N, Ma H, Hou X, Celler A, Benard F, Hamarneh G. Taghanaki SA, et al. Among authors: hamarneh g. Comput Med Imaging Graph. 2018 Jan;63:52-66. doi: 10.1016/j.compmedimag.2017.12.004. Epub 2017 Dec 27. Comput Med Imaging Graph. 2018. PMID: 29336922

4

VascuSynth: simulating vascular trees for generating volumetric image data with ground-truth segmentation and tree analysis.

Hamarneh G, Jassi P. Hamarneh G, et al. Comput Med Imaging Graph. 2010 Dec;34(8):605-16. doi: 10.1016/j.compmedimag.2010.06.002. Epub 2010 Jul 24. Comput Med Imaging Graph. 2010. PMID: 20656456

5

Automatic localization of normal active organs in 3D PET scans.

Afshari S, BenTaieb A, Hamarneh G. Afshari S, et al. Among authors: hamarneh g. Comput Med Imaging Graph. 2018 Dec;70:111-118. doi: 10.1016/j.compmedimag.2018.09.008. Epub 2018 Sep 29. Comput Med Imaging Graph. 2018. PMID: 30340095

6

Learnable image histograms-based deep radiomics for renal cell carcinoma grading and staging.

Hussain MA, Hamarneh G, Garbi R. Hussain MA, et al. Among authors: hamarneh g. Comput Med Imaging Graph. 2021 Jun;90:101924. doi: 10.1016/j.compmedimag.2021.101924. Epub 2021 Apr 21. Comput Med Imaging Graph. 2021. PMID: 33895621

7

Combo loss: Handling input and output imbalance in multi-organ segmentation.

Taghanaki SA, Zheng Y, Kevin Zhou S, Georgescu B, Sharma P, Xu D, Comaniciu D, Hamarneh G. Taghanaki SA, et al. Among authors: hamarneh g. Comput Med Imaging Graph. 2019 Jul;75:24-33. doi: 10.1016/j.compmedimag.2019.04.005. Epub 2019 May 9. Comput Med Imaging Graph. 2019. PMID: 31129477

8

Identification of caveolin-1 domain signatures via machine learning and graphlet analysis of single-molecule super-resolution data.

Khater IM, Meng F, Nabi IR, Hamarneh G. Khater IM, et al. Among authors: hamarneh g. Bioinformatics. 2019 Sep 15;35(18):3468-3475. doi: 10.1093/bioinformatics/btz113. Bioinformatics. 2019. PMID: 30759191 Free PMC article.

9

Predicting the clinical management of skin lesions using deep learning.

Abhishek K, Kawahara J, Hamarneh G. Abhishek K, et al. Among authors: hamarneh g. Sci Rep. 2021 Apr 8;11(1):7769. doi: 10.1038/s41598-021-87064-7. Sci Rep. 2021. PMID: 33833293 Free PMC article.

10

Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT.

Hussain MA, Mirikharaji Z, Momeny M, Marhamati M, Neshat AA, Garbi R, Hamarneh G. Hussain MA, et al. Among authors: hamarneh g. Comput Med Imaging Graph. 2022 Dec;102:102127. doi: 10.1016/j.compmedimag.2022.102127. Epub 2022 Oct 7. Comput Med Imaging Graph. 2022. PMID: 36257092 Free PMC article.

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