Michał Byra

Affiliations

Institute of Fundamental Technological Research, Polish Academy of Sciences, Warsaw, Poland. mbyra@ippt.pan.pl

Publications (19)

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

European radiology

Avec: Yan-Ping Xue , Hyungseok Jang , Michal Byra , Zhen-Yu Cai , Mei Wu , Eric Y Chang , Ya-Jun Ma , Jiang Du

Ultrasound- and biomarker-based assessment of hepatic steatosis in patients with severe obesity.

Polish archives of internal medicine

Avec: Michał Byra , Cezary Szmigielski , Piotr Kalinowski , Rafał Paluszkiewicz , Bogna Ziarkiewicz-Wróblewska , Krzysztof Zieniewicz , Grzegorz Styczyński

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

Radiology

Avec: Aiguo Han , Michal Byra , Elhamy Heba , Michael P Andre , John W Erdman , Rohit Loomba , Claude B Sirlin , William D O'Brien

Unsupervised deep learning based approach to temperature monitoring in focused ultrasound treatment.

Ultrasonics

Avec: Michal Byra , Ziemowit Klimonda , Eleonora Kruglenko , Barbara Gambin

Explaining a Deep Learning Based Breast Ultrasound Image Classifier with Saliency Maps.

Journal of ultrasonography

Avec: Michał Byra , Katarzyna Dobruch-Sobczak , Hanna Piotrzkowska-Wroblewska , Ziemowit Klimonda , Jerzy Litniewski

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

European journal of radiology

Avec: Tan Guo , Ya-Jun Ma , Rachel A High , Qingbo Tang , Jonathan H Wong , Michal Byra , Adam C Searleman , Sarah C To , Lidi Wan , Nicole Le , Jiang Du , Eric Y Chang

Joint segmentation and classification of breast masses based on ultrasound radio-frequency data and convolutional neural networks.

Ultrasonics

Avec: Michal Byra , Piotr Jarosik , Katarzyna Dobruch-Sobczak , Ziemowit Klimonda , Hanna Piotrzkowska-Wroblewska , Jerzy Litniewski , Andrzej Nowicki

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

IEEE journal of biomedical and health informatics

Avec: Michal Byra , Katarzyna Dobruch-Sobczak , Ziemowit Klimonda , Hanna Piotrzkowska-Wroblewska , Jerzy Litniewski

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

Ultrasound in medicine & biology

Avec: Michal Byra , Lidi Wan , Jonathan H Wong , Jiang Du , Sameer B Shah , Michael P Andre , Eric Y Chang

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

Magnetic resonance in medicine

Avec: Michal Byra , Mei Wu , Xiaodong Zhang , Hyungseok Jang , Ya-Jun Ma , Eric Y Chang , Sameer Shah , Jiang Du

Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network.

Biomedical signal processing and control

Avec: Michal Byra , Piotr Jarosik , Aleksandra Szubert , Michael Galperin , Haydee Ojeda-Fournier , Linda Olson , Mary O'Boyle , Christopher Comstock , Michael Andre

Exploring the performance of implicit neural representations for brain image registration.

Scientific reports

Avec: Michal Byra , Charissa Poon , Muhammad Febrian Rachmadi , Matthias Schlachter , Henrik Skibbe

Diabetic foot ulcers segmentation challenge report: Benchmark and analysis.

Medical image analysis

Avec: Moi Hoon Yap , Bill Cassidy , Michal Byra , Ting-Yu Liao , Huahui Yi , Adrian Galdran , Yung-Han Chen , Raphael Brüngel , Sven Koitka , Christoph M Friedrich , Yu-Wen Lo , Ching-Hui Yang , Kang Li , Qicheng Lao , Miguel A González Ballester , Gustavo Carneiro , Yi-Jen Ju , Juinn-Dar Huang , Joseph M Pappachan , Neil D Reeves , Vishnu Chandrabalan , Darren Dancey , Connah Kendrick

A new family of instance-level loss functions for improving instance-level segmentation and detection of white matter hyperintensities in routine clinical brain MRI.

Computers in biology and medicine

Avec: Muhammad Febrian Rachmadi , Michal Byra , Henrik Skibbe

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

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine

Avec: Michal Byra , Eric Hentzen , Jiang Du , Michael Andre , Eric Y Chang , Sameer Shah

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

Medical physics

Avec: Michal Byra , Michael Galperin , Haydee Ojeda-Fournier , Linda Olson , Mary O'Boyle , Christopher Comstock , Michael Andre

Liver Fat Assessment in Multiview Sonography Using Transfer Learning With Convolutional Neural Networks.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine

Avec: Michal Byra , Aiguo Han , Andrew S Boehringer , Yingzhen N Zhang , William D O'Brien , John W Erdman , Rohit Loomba , Claude B Sirlin , Michael Andre

The Influence of Surgical Weight Reduction on Left Atrial Strain.

Obesity surgery

Avec: Jakub Strzelczyk , Piotr Kalinowski , Krzysztof Zieniewicz , Cezary Szmigielski , Michał Byra , Grzegorz Styczyński

BUS-Set: A benchmark for quantitative evaluation of breast ultrasound segmentation networks with public datasets.

Medical physics

Avec: Cory Thomas , Michal Byra , Robert Marti , Moi Hoon Yap , Reyer Zwiggelaar

Réseau de co-auteurs

Michal Byra 16 collaborations

Eric Y Chang 5 collaborations

Jiang Du 5 collaborations

Ziemowit Klimonda 4 collaborations

Michael Andre 4 collaborations

Ya-Jun Ma 3 collaborations

Katarzyna Dobruch-Sobczak 3 collaborations

Hanna Piotrzkowska-Wroblewska 3 collaborations

Jerzy Litniewski 3 collaborations

Hyungseok Jang 2 collaborations

Mei Wu 2 collaborations

Cezary Szmigielski 2 collaborations

Piotr Kalinowski 2 collaborations

Krzysztof Zieniewicz 2 collaborations

Grzegorz Styczyński 2 collaborations

Aiguo Han 2 collaborations

Michael P Andre 2 collaborations

John W Erdman 2 collaborations

Rohit Loomba 2 collaborations

Claude B Sirlin 2 collaborations

William D O'Brien 2 collaborations

Jonathan H Wong 2 collaborations

Lidi Wan 2 collaborations

Piotr Jarosik 2 collaborations

Sameer Shah 2 collaborations

Michael Galperin 2 collaborations

Haydee Ojeda-Fournier 2 collaborations

Linda Olson 2 collaborations

Mary O'Boyle 2 collaborations

Christopher Comstock 2 collaborations

Muhammad Febrian Rachmadi 2 collaborations

Henrik Skibbe 2 collaborations

Moi Hoon Yap 2 collaborations

Yan-Ping Xue 1 collaboration

Zhen-Yu Cai 1 collaboration

Rafał Paluszkiewicz 1 collaboration

Bogna Ziarkiewicz-Wróblewska 1 collaboration

Elhamy Heba 1 collaboration

Eleonora Kruglenko 1 collaboration

Barbara Gambin 1 collaboration

Tan Guo 1 collaboration

Rachel A High 1 collaboration

Qingbo Tang 1 collaboration

Adam C Searleman 1 collaboration

Sarah C To 1 collaboration

Nicole Le 1 collaboration

Andrzej Nowicki 1 collaboration

Sameer B Shah 1 collaboration

Xiaodong Zhang 1 collaboration

Aleksandra Szubert 1 collaboration

Charissa Poon 1 collaboration

Matthias Schlachter 1 collaboration

Bill Cassidy 1 collaboration

Ting-Yu Liao 1 collaboration

Huahui Yi 1 collaboration

Adrian Galdran 1 collaboration

Yung-Han Chen 1 collaboration

Raphael Brüngel 1 collaboration

Sven Koitka 1 collaboration

Christoph M Friedrich 1 collaboration

Yu-Wen Lo 1 collaboration

Ching-Hui Yang 1 collaboration

Kang Li 1 collaboration

Qicheng Lao 1 collaboration

Miguel A González Ballester 1 collaboration

Gustavo Carneiro 1 collaboration

Yi-Jen Ju 1 collaboration

Juinn-Dar Huang 1 collaboration

Joseph M Pappachan 1 collaboration

Neil D Reeves 1 collaboration

Vishnu Chandrabalan 1 collaboration

Darren Dancey 1 collaboration

Connah Kendrick 1 collaboration

Eric Hentzen 1 collaboration

Andrew S Boehringer 1 collaboration

Yingzhen N Zhang 1 collaboration

Jakub Strzelczyk 1 collaboration

Cory Thomas 1 collaboration

Robert Marti 1 collaboration

Reyer Zwiggelaar 1 collaboration