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Byra M., Wu M., Zhang X., Jang H., Ma Y., Chang E., Shah S., Du J., Assessing the performance of knee meniscus segmentation with deep convolutional neural networks in 3D ultrashort echo time (UTE) Cones MR imaging,
27TH ISMRM ANNUAL MEETING & EXHIBITION, 2019-05-11/05-16, MONTREAL (CA), 1-5, 2019 |  |
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Byra M., Wu M., Zhang X., Jang H., Ma Y-J., Chang E.Y., Shah S., Du J., Knee menisci segmentation and relaxometry of 3D ultrashort echo time cones MR imaging using attention U‐Net with transfer learning,
MAGNETIC RESONANCE IN MEDICINE, 83, 3, 1109-1122, 2020 | |
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Byra M., Wong J., Shah S., Han A., O'Brien W., Du J., Chang E., Andre M., High-frequency quantitative ultrasound and B-mode analysis for characterization of peripheral nerves including carpal tunnel syndrome,
ASA, 178TH MEETING OF THE ACOUSTICAL SOCIETY OF AMERICA, 2019-12-02/12-06, SAN DIEGO (US), 146, 4, 2809-2809, 2019 |  |
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Byra M., Wójcik J., Nowicki A., Using Empirical Mode Decomposition of Backscattered Ultrasound Signal Power Spectrum for Assessment of Tissue Compression,
ARCHIVES OF ACOUSTICS, 43, 3, 447-453, 2018 | |
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Byra M., Wójcik J., Nowicki A., Ultrasound nonlinearity parameter assessment using plane wave imaging,
IUS 2017, IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM, 2017-09-06/09-09, WASHINGTON (US), 1-4, 2017 | |
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Byra M., Wan L., Wong J.H., Du J., Shah SB., Andre M.P., Chang E.Y., Quantitative ultrasound and b-mode image texture featurescorrelate with collagen and myelin content in human ulnarnerve fascicles,
ULTRASOUND IN MEDICINE AND BIOLOGY, 45, 7, 1830-1840, 2019 | |
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Byra M., Sznajder T., Korzinek D., Piotrzkowska-Wróblewska H., Dobruch-Sobczak K., Nowicki A., Marasek K., Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning. Pattern Recognition and Image Analysis,
IBPRIA 2019, 9TH IBERIAN CONFERENCE ON PATTERN RECOGNITION AND IMAGE ANALYSI, 2019-07-01/07-04, MADRYT (ES), 41-52, 2019 | |
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Byra M., Szmigielski C., Kalinowski P., Paluszkiewicz R., Ziarkiewicz-Wróblewska B., Zieniewicz K., Styczyński G., Ultrasound and biomarker based assessment of hepatic steatosis in patients with severe obesity,
POLISH ARCHIVES OF INTERNAL MEDICINE, 1, 1-23, 2022 | |
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Byra M., Styczyński G., Szmigielski C., Kalinowski P., Michałowski Ł., Paluszkiewicz R., Ziarkiewicz-Wróblewska B., Zieniewicz K., Sobieraj P., Nowicki A., Transfer learning with deep convolutiona lneural network for liver steatosis assessment in ultrasound images,
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 13, 12, 1895-1903, 2018 | |
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Byra M., Styczyński G., Szmigielski C., Kalinowski P., Michałowski Ł., Paluszkiewicz R., Ziarkiewicz-Wróblewska B., Zieniewicz K., Nowicki A., Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method,
IUS 2020, IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM, 2020-09-07/09-11, LAS VEGAS (US), 1-4, 2020 | |
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Byra M., Poon Ch., Shimogori T., Skibbe H., Implicit Neural Representations for Joint Decomposition and Registration of Gene Expression Images in the Marmoset Brain,
MICCAI 2023, MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION, 2023-10-08/10-12, VANCOUVER (CA), 1-, 2023 | |
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Byra M., Piotrzkowska-Wróblewska H., Dobruch-Sobczak K., Nowicki A., Combining Nakagami imaging and convolutional neural network for breast lesion classification,
IUS 2017, IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM, 2017-09-06/09-09, WASHINGTON (US), 1-4, 2017 | |
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Byra M., Nowicki A., Piotrzkowska-Wróblewska H., Dobruch-Sobczak K., Classification of breast lesions using segmented quantitative ultrasound maps of homodyned K distribution parameters,
MEDICAL PHYSICS, 43, 10, 5561-5569, 2016 | |
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Byra M., Nowicki A., Piotrzkowska H., Dobruch-Sobczak K., Litniewski J., Correcting the influence of tissue attenuation on Nakagami distribution shape parameter estimation,
IUS 2015, IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM, 2015-10-21/10-24, TAIPEI (TW), P1B6-3-4, 2015 | |
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Byra M., Kruglenko E., Gambin B., Nowicki A., Temperature Monitoring during Focused Ultrasound Treatment by Means of the Homodyned K Distribution,
ACTA PHYSICA POLONICA A, 131, 6, 1525-1528, 2017 | |
