Michal Byra - RankMe

27 papers A 1Journal 22Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Routing the Lottery: Adaptive Subnetworks for Heterogeneous Data. CoRR Grzegorz Stefanski, Alberto Presta, Michal Byra
2025	A	`conf`	Generating Visual Explanations from Deep Networks Using Implicit Neural Representations. WACV Michal Byra, Henrik Skibbe
2025	J	`jnl`	Generating visual explanations from deep networks using implicit neural representations. CoRR Michal Byra, Henrik Skibbe
2024	J	`jnl`	A new family of instance-level loss functions for improving instance-level segmentation and detection of white matter hyperintensities in routine clinical brain MRI. Comput. Biol. Medicine Muhammad Febrian Rachmadi, Michal Byra, Henrik Skibbe
2024	J	`jnl`	Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Anal. 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 Ángel González Ballester, Gustavo Carneiro, Yi-Jen Ju, Juinn-Dar Huang, Joseph M. Pappachan, Neil D. Reeves, Vishnu Chandrabalan, Darren Dancey, Connah Kendrick
2024	J	`jnl`	Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound. CoRR Michal Byra, Piotr Jarosik, Piotr Karwat, Ziemowit Klimonda, Marcin Lewandowski
2023	—	`conf`	An Automated Pipeline to Create an Atlas of in Situ Hybridization Gene Expression Data in the Adult Marmoset Brain. ISBI Charissa Poon, Muhammad Febrian Rachmadi, Michal Byra, Matthias Schlachter, Binbin Xu, Tomomi Shimogori, Henrik Skibbe
2023	J	`jnl`	An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brain. CoRR Charissa Poon, Muhammad Febrian Rachmadi, Michal Byra, Matthias Schlachter, Binbin Xu, Tomomi Shimogori, Henrik Skibbe
2023	J	`jnl`	Few-shot medical image classification with simple shape and texture text descriptors using vision-language models. CoRR Michal Byra, Muhammad Febrian Rachmadi, Henrik Skibbe
2023	—	`conf`	Implicit Neural Representations for Joint Decomposition and Registration of Gene Expression Images in the Marmoset Brain. MICCAI (10) Michal Byra, Charissa Poon, Tomomi Shimogori, Henrik Skibbe
2023	J	`jnl`	Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brain. CoRR Michal Byra, Charissa Poon, Tomomi Shimogori, Henrik Skibbe
2023	J	`jnl`	PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches. CoRR Henrik Skibbe, Michal Byra, Akiya Watakabe, Tetsuo Yamamori, Marco Reisert
2023	—	`conf`	Pre-training with Simulated Ultrasound Images for Breast Mass Segmentation and Classification. DEMI@MICCAI Michal Byra, Ziemowit Klimonda, Jerzy Litniewski
2022	J	`jnl`	Deep meta-learning for the selection of accurate ultrasound based breast mass classifier. CoRR Michal Byra, Piotr Karwat, Ivan Ryzhankow, Piotr Komorowski, Ziemowit Klimonda, Lukasz Fura, Anna Pawlowska, Norbert Zolek, Jerzy Litniewski
2022	J	`jnl`	Estimating the ultrasound attenuation coefficient using convolutional neural networks - a feasibility study. CoRR Piotr Jarosik, Michal Byra, Marcin Lewandowski, Ziemowit Klimonda
2022	J	`jnl`	Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments. CoRR Michal Byra, Ziemowit Klimonda, Piotr Jarosik
2021	J	`jnl`	Breast mass classification with transfer learning based on scaling of deep representations. Biomed. Signal Process. Control. Michal Byra
2021	J	`jnl`	Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks. IEEE J. Biomed. Health Informatics Michal Byra, Katarzyna Dobruch-Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska-Wróblewska, Jerzy Litniewski
2020	J	`jnl`	Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method. CoRR Michal Byra, Grzegorz Styczynski, Cezary Szmigielski, Piotr Kalinowski, Lukasz Michalowski, Rafal Paluszkiewicz, Bogna Ziarkiewicz-Wroblewska, Krzysztof Zieniewicz, Andrzej Nowicki
2020	J	`jnl`	Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net. CoRR Michal Byra, Piotr Jarosik, Katarzyna Dobruch-Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska-Wróblewska, Jerzy Litniewski, Andrzej Nowicki
2020	J	`jnl`	Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network. Biomed. Signal Process. Control. Michal Byra, Piotr Jarosik, Aleksandra Szubert, Michael Y. Galperin, Haydee Ojeda-Fournier, Linda K. Olson, Mary O'Boyle, Christopher Comstock, Michael P. André
2019	J	`jnl`	Breast mass classification in ultrasound based on Kendall's shape manifold. CoRR Michal Byra, Michael P. André
2019	—	`conf`	Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning. IbPRIA (1) Michal Byra, Tomasz Sznajder, Danijel Korzinek, Hanna Piotrzkowska-Wróblewska, Katarzyna Dobruch-Sobczak, Andrzej Nowicki, Krzysztof Marasek
2019	J	`jnl`	Knee menisci segmentation and relaxometry of 3D ultrashort echo time (UTE) cones MR imaging using attention U-Net with transfer learning. CoRR Michal Byra, Mei Wu, Xiaodong Zhang, Hyungseok Jang, Yajun Ma, Eric Y. Chang, Sameer Shah, Jiang Du
2018	J	`jnl`	Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning. CoRR Michal Byra, Tomasz Sznajder, Danijel Korzinek, Hanna Piotrzkowska-Wróblewska, Katarzyna Dobruch-Sobczak, Andrzej Nowicki, Krzysztof Marasek
2018	J	`jnl`	Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images. Int. J. Comput. Assist. Radiol. Surg. Michal Byra, Grzegorz Styczynski, Cezary Szmigielski, Piotr Kalinowski, Lukasz Michalowski, Rafal Paluszkiewicz, Hanna Piotrzkowska-Wróblewska, Krzysztof Zieniewicz, Piotr Sobieraj, Andrzej Nowicki
2017	J	`jnl`	Added value of morphological features to breast lesion diagnosis in ultrasound. CoRR Michal Byra, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wróblewska, Andrzej Nowicki