Byra M - Search Results

1

Liver Fat Assessment in Multiview Sonography Using Transfer Learning With Convolutional Neural Networks.

Byra M, Han A, Boehringer AS, Zhang YN, O'Brien WD Jr, Erdman JW Jr, Loomba R, Sirlin CB, Andre M. Byra M, et al. J Ultrasound Med. 2022 Jan;41(1):175-184. doi: 10.1002/jum.15693. Epub 2021 Mar 10. J Ultrasound Med. 2022. PMID: 33749862 Free PMC article.

2

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images.

Byra M, Styczynski G, Szmigielski C, Kalinowski P, Michałowski Ł, Paluszkiewicz R, Ziarkiewicz-Wróblewska B, Zieniewicz K, Sobieraj P, Nowicki A. Byra M, et al. Int J Comput Assist Radiol Surg. 2018 Dec;13(12):1895-1903. doi: 10.1007/s11548-018-1843-2. Epub 2018 Aug 9. Int J Comput Assist Radiol Surg. 2018. PMID: 30094778 Free PMC article.

3

Breast mass classification in sonography with transfer learning using a deep convolutional neural network and color conversion.

Byra M, Galperin M, Ojeda-Fournier H, Olson L, O'Boyle M, Comstock C, Andre M. Byra M, et al. Med Phys. 2019 Feb;46(2):746-755. doi: 10.1002/mp.13361. Epub 2019 Jan 16. Med Phys. 2019. PMID: 30589947 Free PMC article.

4

Quantitative Ultrasound and B-Mode Image Texture Features Correlate with Collagen and Myelin Content in Human Ulnar Nerve Fascicles.

Byra M, Wan L, Wong JH, Du J, Shah SB, Andre MP, Chang EY. Byra M, et al. Ultrasound Med Biol. 2019 Jul;45(7):1830-1840. doi: 10.1016/j.ultrasmedbio.2019.02.019. Epub 2019 Apr 13. Ultrasound Med Biol. 2019. PMID: 30987909

5

Knee menisci segmentation and relaxometry of 3D ultrashort echo time cones MR imaging using attention U-Net with transfer learning.

Byra M, Wu M, Zhang X, Jang H, Ma YJ, Chang EY, Shah S, Du J. Byra M, et al. Magn Reson Med. 2020 Mar;83(3):1109-1122. doi: 10.1002/mrm.27969. Epub 2019 Sep 19. Magn Reson Med. 2020. PMID: 31535731 Free PMC article.

6

Assessing the Performance of Morphologic and Echogenic Features in Median Nerve Ultrasound for Carpal Tunnel Syndrome Diagnosis.

Byra M, Hentzen E, Du J, Andre M, Chang EY, Shah S. Byra M, et al. J Ultrasound Med. 2020 Jun;39(6):1165-1174. doi: 10.1002/jum.15201. Epub 2019 Dec 23. J Ultrasound Med. 2020. PMID: 31868248

7

Noninvasive Diagnosis of Nonalcoholic Fatty Liver Disease and Quantification of Liver Fat with Radiofrequency Ultrasound Data Using One-dimensional Convolutional Neural Networks.

Han A, Byra M, Heba E, Andre MP, Erdman JW Jr, Loomba R, Sirlin CB, O'Brien WD Jr. Han A, et al. Among authors: byra m. Radiology. 2020 May;295(2):342-350. doi: 10.1148/radiol.2020191160. Epub 2020 Feb 25. Radiology. 2020. PMID: 32096706 Free PMC article.

8

Automated cartilage segmentation and quantification using 3D ultrashort echo time (UTE) cones MR imaging with deep convolutional neural networks.

Xue YP, Jang H, Byra M, Cai ZY, Wu M, Chang EY, Ma YJ, Du J. Xue YP, et al. Among authors: byra m. Eur Radiol. 2021 Oct;31(10):7653-7663. doi: 10.1007/s00330-021-07853-6. Epub 2021 Mar 30. Eur Radiol. 2021. PMID: 33783571 Free PMC article.

9

Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network.

Byra M, Jarosik P, Szubert A, Galperin M, Ojeda-Fournier H, Olson L, O'Boyle M, Comstock C, Andre M. Byra M, et al. Biomed Signal Process Control. 2020 Aug;61:102027. doi: 10.1016/j.bspc.2020.102027. Epub 2020 Jun 26. Biomed Signal Process Control. 2020. PMID: 34703489 Free PMC article.

10

Joint segmentation and classification of breast masses based on ultrasound radio-frequency data and convolutional neural networks.

Byra M, Jarosik P, Dobruch-Sobczak K, Klimonda Z, Piotrzkowska-Wroblewska H, Litniewski J, Nowicki A. Byra M, et al. Ultrasonics. 2022 Apr;121:106682. doi: 10.1016/j.ultras.2021.106682. Epub 2022 Jan 14. Ultrasonics. 2022. PMID: 35065458

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