Mollura D - Search Results

1

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning.

Shin HC, Roth HR, Gao M, Lu L, Xu Z, Nogues I, Yao J, Mollura D, Summers RM. Shin HC, et al. Among authors: mollura d. IEEE Trans Med Imaging. 2016 May;35(5):1285-98. doi: 10.1109/TMI.2016.2528162. Epub 2016 Feb 11. IEEE Trans Med Imaging. 2016. PMID: 26886976 Free PMC article.

2

Computer-assisted detection of infectious lung diseases: a review.

Bağcı U, Bray M, Caban J, Yao J, Mollura DJ. Bağcı U, et al. Comput Med Imaging Graph. 2012 Jan;36(1):72-84. doi: 10.1016/j.compmedimag.2011.06.002. Epub 2011 Jul 1. Comput Med Imaging Graph. 2012. PMID: 21723090 Free PMC article. Review.

3

Enhancing image analytic tools by fusing quantitative physiological values with image features.

Caban JJ, Yao J, Mollura DJ. Caban JJ, et al. J Digit Imaging. 2012 Aug;25(4):550-7. doi: 10.1007/s10278-011-9449-z. J Digit Imaging. 2012. PMID: 22246203 Free PMC article.

4

Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.

Gao M, Bagci U, Lu L, Wu A, Buty M, Shin HC, Roth H, Papadakis GZ, Depeursinge A, Summers RM, Xu Z, Mollura DJ. Gao M, et al. Comput Methods Biomech Biomed Eng Imaging Vis. 2018;6(1):1-6. doi: 10.1080/21681163.2015.1124249. Epub 2016 Jun 6. Comput Methods Biomech Biomed Eng Imaging Vis. 2018. PMID: 29623248 Free PMC article.

5

Computer-aided diagnosis of pulmonary infections using texture analysis and support vector machine classification.

Yao J, Dwyer A, Summers RM, Mollura DJ. Yao J, et al. Acad Radiol. 2011 Mar;18(3):306-14. doi: 10.1016/j.acra.2010.11.013. Acad Radiol. 2011. PMID: 21295734 Free PMC article.

6

A generic approach to pathological lung segmentation.

Mansoor A, Bagci U, Xu Z, Foster B, Olivier KN, Elinoff JM, Suffredini AF, Udupa JK, Mollura DJ. Mansoor A, et al. IEEE Trans Med Imaging. 2014 Dec;33(12):2293-310. doi: 10.1109/TMI.2014.2337057. Epub 2014 Jul 8. IEEE Trans Med Imaging. 2014. PMID: 25020069 Free PMC article.

7

Automatic detection and quantification of tree-in-bud (TIB) opacities from CT scans.

Bagci U, Yao J, Wu A, Caban J, Palmore TN, Suffredini AF, Aras O, Mollura DJ. Bagci U, et al. IEEE Trans Biomed Eng. 2012 Jun;59(6):1620-32. doi: 10.1109/TBME.2012.2190984. Epub 2012 Mar 14. IEEE Trans Biomed Eng. 2012. PMID: 22434795 Free PMC article.

8

Computer-aided detection and quantification of cavitary tuberculosis from CT scans.

Xu Z, Bagci U, Kubler A, Luna B, Jain S, Bishai WR, Mollura DJ. Xu Z, et al. Med Phys. 2013 Nov;40(11):113701. doi: 10.1118/1.4824979. Med Phys. 2013. PMID: 24320475 Free PMC article.

9

Monitoring pulmonary fibrosis by fusing clinical, physiological, and computed tomography features.

Caban JJ, Yao J, Bagci U, Mollura DJ. Caban JJ, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:6216-9. doi: 10.1109/IEMBS.2011.6091535. Annu Int Conf IEEE Eng Med Biol Soc. 2011. PMID: 22255759 Free PMC article.

10

Computer-aided pulmonary image analysis in small animal models.

Xu Z, Bagci U, Mansoor A, Kramer-Marek G, Luna B, Kubler A, Dey B, Foster B, Papadakis GZ, Camp JV, Jonsson CB, Bishai WR, Jain S, Udupa JK, Mollura DJ. Xu Z, et al. Med Phys. 2015 Jul;42(7):3896-910. doi: 10.1118/1.4921618. Med Phys. 2015. PMID: 26133591 Free PMC article.

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