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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., 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., 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., 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., 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., Jarosik P., Karwat P., Klimonda Z., Lewandowski M., Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound,
UFFC-JS, 2024 IEEE ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL JOINT SYMPOSIUM, 2024-09-22/09-26, TAJPEJ (TW), 1-4, 2024 | |
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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., 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., 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., 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., 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., 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., 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., 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., 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 | |
