Mateusz Buda

Orcid: 0000-0003-3222-0203

According to our database1, Mateusz Buda authored at least 8 papers between 2018 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
Deep Learning for Classification of Thyroid Nodules on Ultrasound: Validation on an Independent Dataset.
CoRR, 2022

2020
Detection of masses and architectural distortions in digital breast tomosynthesis: a publicly available dataset of 5, 060 patients and a deep learning model.
CoRR, 2020

Automatic estimation of knee joint space narrowing by deep learning segmentation algorithms.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Generative adversarial network-based image completion to identify abnormal locations in digital breast tomosynthesis images.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

MRI image harmonization using cycle-consistent generative adversarial network.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2019
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm.
Comput. Biol. Medicine, 2019

2018
A systematic study of the class imbalance problem in convolutional neural networks.
Neural Networks, 2018

Deep learning in radiology: an overview of the concepts and a survey of the state of the art.
CoRR, 2018


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