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Michal Byra
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 21
Top Topics
Breast Cancer
Transfer Learning
Convolutional Neural Networks
Image Reconstruction
Top Venues
CoRR
Biomed. Signal Process. Control.
ISBI
IEEE J. Biomed. Health Informatics
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Publications
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Charissa Poon
,
Muhammad Febrian Rachmadi
,
Michal Byra
,
Matthias Schlachter
,
Binbin Xu
,
Tomomi Shimogori
,
Henrik Skibbe
An Automated Pipeline to Create an Atlas of in Situ Hybridization Gene Expression Data in the Adult Marmoset Brain.
ISBI
(2023)
Charissa Poon
,
Muhammad Febrian Rachmadi
,
Michal Byra
,
Matthias Schlachter
,
Binbin Xu
,
Tomomi Shimogori
,
Henrik Skibbe
An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brain.
CoRR
(2023)
Henrik Skibbe
,
Michal Byra
,
Akiya Watakabe
,
Tetsuo Yamamori
,
Marco Reisert
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches.
CoRR
(2023)
Michal Byra
,
Charissa Poon
,
Tomomi Shimogori
,
Henrik Skibbe
Implicit Neural Representations for Joint Decomposition and Registration of Gene Expression Images in the Marmoset Brain.
MICCAI (10)
(2023)
Michal Byra
,
Charissa Poon
,
Tomomi Shimogori
,
Henrik Skibbe
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brain.
CoRR
(2023)
Michal Byra
,
Ziemowit Klimonda
,
Jerzy Litniewski
Pre-training with Simulated Ultrasound Images for Breast Mass Segmentation and Classification.
DEMI@MICCAI
(2023)
Michal Byra
,
Muhammad Febrian Rachmadi
,
Henrik Skibbe
Few-shot medical image classification with simple shape and texture text descriptors using vision-language models.
CoRR
(2023)
Piotr Jarosik
,
Michal Byra
,
Marcin Lewandowski
,
Ziemowit Klimonda
Estimating the ultrasound attenuation coefficient using convolutional neural networks - a feasibility study.
CoRR
(2022)
Michal Byra
,
Piotr Karwat
,
Ivan Ryzhankow
,
Piotr Komorowski
,
Ziemowit Klimonda
,
Lukasz Fura
,
Anna Pawlowska
,
Norbert Zolek
,
Jerzy Litniewski
Deep meta-learning for the selection of accurate ultrasound based breast mass classifier.
CoRR
(2022)
Michal Byra
,
Ziemowit Klimonda
,
Piotr Jarosik
Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments.
CoRR
(2022)
Michal Byra
Breast mass classification with transfer learning based on scaling of deep representations.
Biomed. Signal Process. Control.
69 (2021)
Michal Byra
,
Katarzyna Dobruch-Sobczak
,
Ziemowit Klimonda
,
Hanna Piotrzkowska-Wróblewska
,
Jerzy Litniewski
Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks.
IEEE J. Biomed. Health Informatics
25 (3) (2021)
Michal Byra
,
Piotr Jarosik
,
Katarzyna Dobruch-Sobczak
,
Ziemowit Klimonda
,
Hanna Piotrzkowska-Wróblewska
,
Jerzy Litniewski
,
Andrzej Nowicki
Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net.
CoRR
(2020)
Michal Byra
,
Piotr Jarosik
,
Aleksandra Szubert
,
Michael Y. Galperin
,
Haydee Ojeda-Fournier
,
Linda K. Olson
,
Mary O'Boyle
,
Christopher Comstock
,
Michael P. André
Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network.
Biomed. Signal Process. Control.
61 (2020)
Michal Byra
,
Grzegorz Styczynski
,
Cezary Szmigielski
,
Piotr Kalinowski
,
Lukasz Michalowski
,
Rafal Paluszkiewicz
,
Bogna Ziarkiewicz-Wroblewska
,
Krzysztof Zieniewicz
,
Andrzej Nowicki
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method.
CoRR
(2020)
Michal Byra
,
Mei Wu
,
Xiaodong Zhang
,
Hyungseok Jang
,
Yajun Ma
,
Eric Y. Chang
,
Sameer Shah
,
Jiang Du
Knee menisci segmentation and relaxometry of 3D ultrashort echo time (UTE) cones MR imaging using attention U-Net with transfer learning.
CoRR
(2019)
Michal Byra
,
Tomasz Sznajder
,
Danijel Korzinek
,
Hanna Piotrzkowska-Wróblewska
,
Katarzyna Dobruch-Sobczak
,
Andrzej Nowicki
,
Krzysztof Marasek
Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning.
IbPRIA (1)
(2019)
Michal Byra
,
Michael P. André
Breast mass classification in ultrasound based on Kendall's shape manifold.
CoRR
(2019)
Michal Byra
,
Tomasz Sznajder
,
Danijel Korzinek
,
Hanna Piotrzkowska-Wróblewska
,
Katarzyna Dobruch-Sobczak
,
Andrzej Nowicki
,
Krzysztof Marasek
Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning.
CoRR
(2018)
Michal Byra
,
Grzegorz Styczynski
,
Cezary Szmigielski
,
Piotr Kalinowski
,
Lukasz Michalowski
,
Rafal Paluszkiewicz
,
Hanna Piotrzkowska-Wróblewska
,
Krzysztof Zieniewicz
,
Piotr Sobieraj
,
Andrzej Nowicki
Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images.
Int. J. Comput. Assist. Radiol. Surg.
13 (12) (2018)
Michal Byra
,
Katarzyna Dobruch-Sobczak
,
Hanna Piotrzkowska-Wróblewska
,
Andrzej Nowicki
Added value of morphological features to breast lesion diagnosis in ultrasound.
CoRR
(2017)