Daria Hemmerling

Orcid: 0000-0002-2193-7690

Affiliations:
  • AGH University of Science and Technology, Krakow, Poland


According to our database1, Daria Hemmerling authored at least 17 papers between 2016 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge.
Medical Image Anal., August, 2023


High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Monitoring of Parkinson's Disease Progression based on Speech Signal.
Proceedings of the 6th International Conference on Information and Computer Technologies, 2023

End-to-end multimodal system for depression detection from online recordings.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Vision Transformer for Parkinson's Disease Classification using Multilingual Sustained Vowel Recordings.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023


2022
Deep learning-based framework for automatic cranial defect reconstruction and implant modeling.
Comput. Methods Programs Biomed., 2022

Touchless touch with biosignal transfer for online communication.
Proceedings of the International Conference on Multimodal Interaction, 2022

2021
Gender and Age Estimation Methods Based on Speech Using Deep Neural Networks.
Sensors, 2021

Improving the Automatic Cranial Implant Design in Cranioplasty by Linking Different Datasets.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty II, 2021

2020
Joint gender and age estimation based on speech signals using x-vectors and transfer learning.
CoRR, 2020

2019
Deep Learning Approach to Parkinson's Disease Detection Using Voice Recordings and Convolutional Neural Network Dedicated to Image Classification.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Towards a Speech-Test for Parkinson's Disease Detection: a Diachronic Study on Michael J. Fox.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

2017
Voice pathology distinction using autoassociative neural networks.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Voice data mining for laryngeal pathology assessment.
Comput. Biol. Medicine, 2016

Automatic Detection of Parkinson's Disease Based on Modulated Vowels.
Proceedings of the Interspeech 2016, 2016


  Loading...