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List of works by Michał Byra

A multiparametric approach integrating vessel diameter, wall shear rate and physiologic signals for optimized Flow Mediated Dilation studies

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

scientific article

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

scientific article published on 23 December 2019

Assessment of an in vitro model of rotator cuff degeneration using quantitative magnetic resonance and ultrasound imaging with biochemical and histological correlation

scientific article published on 17 October 2019

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

scientific article published on 30 March 2021

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

scientific article published on 16 January 2019

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

scientific article

Early prediction of response to neoadjuvant chemotherapy in breast cancer sonography using Siamese convolutional neural networks

scientific article published on 08 July 2020

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

scientific article published on 19 September 2019

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

scientific article published on 25 February 2020

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

scientific article published on 31 August 2017

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

scientific article published on 13 April 2019

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

scientific article published on 09 August 2018

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