Concepedia

Mateusz Danioł

MD

Statistics

Publications

5

Citations

109

H-Index

5

Active since

2022

Affiliations

AGH University of Krakow(Current)

HES-SO University of Applied Sciences and Arts Western Switzerland

Andrzej Frycz Modrzewski Krakow University

Mateusz Danioł is an author at AGH University of Krakow specializing in dentistry, biomedical engineering, and computer-aided implant design.

Publications per year

2022–2025

5

Publications

5

Deep learning-based framework for automatic cranial defect reconstruction and implant modeling

Marek Wodziński, Mateusz Danioł, M. Socha et al. · Computer Methods and Programs in Biomedicine · 2022 · 36 citations · Full text

Dentistry, Biomedical Engineering, Surgery +17

Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge

Jianning Li, David Ellis, Oldřich Kodym et al. · Medical Image Analysis · 2023 · 27 citations

Dentistry, Biomedical Engineering, Computational Engineering +16

Vision Transformer for Parkinson’s Disease Classification using Multilingual Sustained Vowel Recordings

Daria Hemmerling, Marek Wodziński, Juan Rafael Orozco‐Arroyave et al. · 2023 · 18 citations

Language Studies, Neurology, Speech-language Pathology +17

Analysis of Voice, Speech, and Language Biomarkers of Parkinson’s Disease Collected in a Mixed Reality Setting

Miłosz Dudek, Daria Hemmerling, Marta Kaczmarska et al. · Sensors · 2025 · 17 citations · Full text

Computing, Computer Science, Neuroscience +16

Improving deep learning-based automatic cranial defect reconstruction by heavy data augmentation: From image registration to latent diffusion models

Marek Wodziński, Kamil Kwarciak, Mateusz Danioł et al. · Computers in Biology and Medicine · 2024 · 11 citations · Full text

Computing, Biomedical Engineering, Computer Science +16

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