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Alessio Gallucci
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Co-design of a trustworthy AI system in healthcare: deep learning based skin lesion classifier
RV Zicari, S Ahmed, J Amann, SA Braun, J Brodersen, F Bruneault, ...
Frontiers in Human Dynamics 3, 688152, 2021
352021
On assessing trustworthy AI in healthcare. Machine learning as a supportive tool to recognize cardiac arrest in emergency calls
RV Zicari, J Brusseau, SN Blomberg, HC Christensen, M Coffee, ...
Frontiers in Human Dynamics 3, 673104, 2021
272021
Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients
H Allahabadi, J Amann, I Balot, A Beretta, C Binkley, J Bozenhard, ...
IEEE transactions on technology and society 3 (4), 272-289, 2022
142022
Prediction of 3D body parts from face shape and anthropometric measurements
A Gallucci, D Znamenskiy, M Petkovic
Journal of Image and Graphics 8 (3), 67-74, 2020
92020
Applying Delaunay triangulation augmentation for deep learning facial expression generation and recognition
H Valev, A Gallucci, T Leufkens, J Westerink, C Sas
International Conference on Pattern Recognition, 730-740, 2021
72021
Hair counting with deep learning
A Gallucci, D Znamenskiy, N Pezzotti, M Petkovic
2020 International Conference on Biomedical Innovations and Applications …, 2020
72020
How to assess trustworthy AI in practice
RV Zicari, J Amann, F Bruneault, M Coffee, B Düdder, E Hickman, ...
arXiv preprint arXiv:2206.09887, 2022
62022
Co-design of a trustworthy AI system in healthcare: deep learning based skin lesion classifier. Front. Hum. Dyn. 3, 40
RV Zicari, S Ahmed, J Amann, SA Braun, J Brodersen, F Bruneault, ...
52021
Lessons learned from assessing trustworthy AI in practice
D Vetter, J Amann, F Bruneault, M Coffee, B Düdder, A Gallucci, ...
Digital Society 2 (3), 35, 2023
32023
A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL
A Gallucci, N Pezzotti, D Znamenskiy, M Petkovic
Medical Imaging 2021: Image Processing 11596, 796-808, 2021
32021
Generating High-Resolution 3D Faces and Bodies Using VQ-VAE-2 with PixelSNAIL Networks on 2D Representations
A Gallucci, D Znamenskiy, Y Long, N Pezzotti, M Petkovic
Sensors 23 (3), 1168, 2023
12023
Multiscale skin analysis and parametrization
A Gallucci
2022
Estimating a surface area and/or volume of a body or a body part of a subject
DN Znamenskiy, A Heinrich, A Gallucci, C Ciuhu, M Zeitouny, G Kooijman
US Patent App. 17/609,023, 2022
2022
Generating High-Resolution 3D Faces Using VQ-VAE-2 with PixelSNAIL Networks
A Gallucci, D Znamenskiy, N Pezzotti, M Petkovic
International Conference on Image Analysis and Processing, 228-239, 2022
2022
Don’t Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin Lesions
A Gallucci, D Znamenskiy, N Pezzotti, M Petkovic
Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021
2021
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