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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 |  |
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Byra M., Klimonda Z., Kruglenko E., Gambin B., Unsupervised deep learning based approach to temperature monitoring in focused ultrasound treatment,
ULTRASONICS, 122, 106689-1-7, 2022 | |
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Byra M., Karwat P., Ryzhankow I., Komorowski P., Klimonda Z., Fura Ł., Pawłowska A., Żołek N., Litniewski J., Deep meta-learning for the selection of accurate ultrasound based breast mass classifier,
IUS 2022, IEEE, INTERNATIONAL ULTRASONIC SYMPOSIUM, 2022-10-10/10-13, WENECJA (IT), 1-4, 2022 | |
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Byra M., Jarosik P., Szubert A., Galperine M., Ojeda-Fournier H., Olson L., O'Boyle M., Comstock Ch., Andre M., Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network,
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 61, 102027-1-10, 2020 | |
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Byra M., Jarosik P., Dobruch-Sobczak K., Klimonda Z., Piotrzkowska-Wróblewska H., Litniewski J., Nowicki A., Joint segmentation and classification of breast masses based on ultrasound radio-frequency data and convolutional neural networks,
ULTRASONICS, 121, 106682-1-9, 2022 | |
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Byra M., Hentzen E., Du J., Andre M., Chang E.Y., Shah S., Assessing the performance of morphologic and echogenic features in median nerve ultrasound for carpal tunnel syndrome diagnosis,
JOURNAL OF ULTRASOUND IN MEDICINE, 39, 6, 1165-1174, 2020 | |
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Byra M., Han A., Boehringer A.S., Zhang Y.N., O'Brien Jr W.D., Erdman Jr J.W., Loomba R., Sirlin C.B., Andre M., Liver fat assessment in multiview sonography using transfer learning with convolutional neural networks,
JOURNAL OF ULTRASOUND IN MEDICINE, 1-10, 2021 | |
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Byra M., Han A., Boehringer A., Zhang Y., Erdman J., Loomba R., Valasek M., Sirlin C., O'Brien W., Andre M., Quantitative liver fat fraction measurement by multi-view sonography using deep learning and attention maps,
ASA, 178TH MEETING OF THE ACOUSTICAL SOCIETY OF AMERICA, 2019-12-02/12-06, SAN DIEGO (US), 146, 4, 2809-1-, 2019 | |
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Byra M., Gambin B., Temperature detection based on nonparametric statistics of ultrasound echoes,
HYDROACOUSTICS, 18, 17-23, 2015 | |
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Byra M., Galperin M., Ojeda-Fournier H., Olson L., O'Boyle M., Comstock C., Andre M., Comparison of deep learning and classical breast mass classification methods in ultrasound,
ASA, 178TH MEETING OF THE ACOUSTICAL SOCIETY OF AMERICA, 2019-12-02/12-06, SAN DIEGO (US), 146, 4, 2864-1-, 2019 | |
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Byra M., Galperin M., Ojeda-Fournier H., Olson L., O Boyle M., Comstock C., Andre M., Breast mass classification in sonography with transfer learning using a deep convolutional neural network and color conversion,
MEDICAL PHYSICS, 46, 2, 746-755, 2019 | |
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Byra M., Dobruch-Sobczak K., Piotrzkowska-Wróblewska H., Klimonda Z., Litniewski J., Prediction of response to neoadjuvant chemotherapy in breast cancer with recurrent neural networks and raw ultrasound signals,
PHYSICS IN MEDICINE AND BIOLOGY, 67, 18, 1-15, 2022 | |
