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 | 42 | 2021 |
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 | 35 | 2021 |
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 | 20 | 2022 |
Prediction of 3D body parts from face shape and anthropometric measurements A Gallucci, D Znamenskiy, M Petkovic Journal of Image and Graphics 8 (3), 67-77, 2020 | 9 | 2020 |
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 | 8 | 2023 |
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 | 8 | 2022 |
Hair counting with deep learning A Gallucci, D Znamenskiy, N Pezzotti, M Petkovic 2020 International Conference on Biomedical Innovations and Applications …, 2020 | 8 | 2020 |
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 | 7 | 2021 |
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, ... | 5 | 2021 |
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 | 3 | 2023 |
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 | 3 | 2021 |
Lessons Learned in Performing a Trustworthy AI and Fundamental Rights Assessment M Boonstra, F Bruneault, S Chakraborty, T Faber, A Gallucci, E Hickman, ... arXiv preprint arXiv:2404.14366, 2024 | | 2024 |
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 |