Byra M - Search Results

1

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

2

Classification of breast lesions using segmented quantitative ultrasound maps of homodyned K distribution parameters.

Byra M, Nowicki A, Wróblewska-Piotrzkowska H, Dobruch-Sobczak K. Byra M, et al. Med Phys. 2016 Oct;43(10):5561. doi: 10.1118/1.4962928. Med Phys. 2016. PMID: 27782690

3

Annular phased array transducer for preclinical testing of anti-cancer drug efficacy on small animals.

Kujawska T, Secomski W, Byra M, Postema M, Nowicki A. Kujawska T, et al. Among authors: byra m. Ultrasonics. 2017 Apr;76:92-98. doi: 10.1016/j.ultras.2016.12.008. Epub 2016 Dec 12. Ultrasonics. 2017. PMID: 28086110

4

Open access database of raw ultrasonic signals acquired from malignant and benign breast lesions.

Piotrzkowska-Wróblewska H, Dobruch-Sobczak K, Byra M, Nowicki A. Piotrzkowska-Wróblewska H, et al. Among authors: byra m. Med Phys. 2017 Nov;44(11):6105-6109. doi: 10.1002/mp.12538. Epub 2017 Sep 25. Med Phys. 2017. PMID: 28859252

5

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.

6

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.

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

Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks.

Byra M, Dobruch-Sobczak K, Klimonda Z, Piotrzkowska-Wroblewska H, Litniewski J. Byra M, et al. IEEE J Biomed Health Inform. 2021 Mar;25(3):797-805. doi: 10.1109/JBHI.2020.3008040. Epub 2021 Mar 5. IEEE J Biomed Health Inform. 2021. PMID: 32749986

9

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.

10

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.

Save citations to file

Email citations

Send citations to clipboard

Add to Collections

Add to My Bibliography

Create a file for external citation management software

Your saved search

Your RSS Feed

My Custom Filters

Publication date

Text availability

Article attribute

Article type

Article Language

Species

Sex

Age

Other

29 results

Search Page

Filters