Publications

2026
Generation of multichannel audio signal and data signal representing a multichannel audio signal
Schuijers, E.G.P. & Gallucci, A.
Patent · US patent application 19/110,167 (Koninklijke Philips N.V.); from PCT WO2024056475A1; European EP4588043A1
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Tooth localization
Vlutters, R. & Gallucci, A.
Patent · European patent application EP4742178A1 (Koninklijke Philips N.V.); published 13 May 2026
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2025
Generation of multichannel audio signal
Schuijers, E.G.P. & Gallucci, A.
Patent · European patent EP4588042B1, granted Dec 2025 (Koninklijke Philips N.V.); from PCT WO2024056438A1; EPO family 083319119
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Skin imaging
Gallucci, A., Pezzotti, N., Znamenskiy, D.N., Flinsenberg, I.C.M., & Zeitouny, M.
Patent · European patent application EP4672136A1 (Koninklijke Philips N.V.); also published as WO2026002740A1
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Automatic identification of anatomical checkpoints for system control, and associated devices, systems, and methods
Sinha, A., Gallucci, A., Lee, B.C., Fotouhi, J., & Paulussen, E.J.M.
Patent · International (PCT) patent application WO2025214926A1 (Koninklijke Philips N.V.)
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2024
Lessons learned in performing a trustworthy AI and fundamental rights assessment
Boonstra, M., Bruneault, F., Chakraborty, S., Faber, T., Gallucci, A., Hickman, E., Kema, G., Kim, H., Kooiker, J., Hildt, E., & et al.
Journal · arXiv preprint arXiv:2404.14366
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Generation of multichannel audio signal
Schuijers, E.G.P. & Gallucci, A.
Patent · International (PCT) patent application WO2024056359A1 (Koninklijke Philips N.V.); European EP4588041A1
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2023
Generating High-Resolution 3D Faces and Bodies Using VQ-VAE-2 with PixelSNAIL Networks on 2D Representations
Gallucci, A., Znamenskiy, D., Long, Y., Pezzotti, N., & Petkovic, M.
Journal · Sensors 23(3), 1168
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Lessons learned from assessing trustworthy AI in practice
Vetter, D., Amann, J., Bruneault, F., Coffee, M., Düdder, B., Gallucci, A., Gilbert, T.K., Hagendorff, T., van Halem, I., Hickman, E., & et al.
Journal · Digital Society 2(3), 35
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Assisting a person to perform a personal care activity
Flinsenberg, I.C.M., Znamenskiy, D.N., Gallucci, A., & Schuijers, E.G.P.
Patent · International (PCT) patent application WO2023078677A1 (Koninklijke Philips N.V.); European EP4177831A1; status ceased
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2022
How to assess trustworthy AI in practice
Zicari, R.V., Amann, J., Bruneault, F., Coffee, M., Düdder, B., Hickman, E., Gallucci, A., Gilbert, T.K., Hagendorff, T., van Halem, I., & et al.
Journal · arXiv preprint arXiv:2206.09887
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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
Allahabadi, H., Amann, J., Balot, I., Beretta, A., Binkley, C., Bozenhard, J., Bruneault, F., Brusseau, J., Candemir, S., Cappellini, L.A., & et al.
Journal · IEEE Transactions on Technology and Society 3(4), 272–289
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Generating High-Resolution 3D Faces Using VQ-VAE-2 with PixelSNAIL Networks
Gallucci, A., Znamenskiy, D., Pezzotti, N., & Petkovic, M.
Conference · International Conference on Image Analysis and Processing (pp. 228–239)
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Multiscale skin analysis and parametrization
Gallucci, A.
Thesis · Eindhoven University of Technology
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Estimating a surface area and/or volume of a body or a body part of a subject
Znamenskiy, D.N., Heinrich, A., Gallucci, A., Ciuhu, C., Zeitouny, M., & Kooijman, G.
Patent · US patent application 17/609,023 (Koninklijke Philips N.V.); PCT WO2020234339A1; family active in EP, CN and JP
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2021
A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL
Gallucci, A., Pezzotti, N., Znamenskiy, D., & Petkovic, M.
Conference · Medical Imaging 2021: Image Processing (pp. 796–808)
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Applying Delaunay triangulation augmentation for deep learning facial expression generation and recognition
Valev, H., Gallucci, A., Leufkens, T., Westerink, J., & Sas, C.
Conference · International Conference on Pattern Recognition (pp. 730–740)
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Dont Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin Lesions
Gallucci, A., Znamenskiy, D., Pezzotti, N., & Petkovic, M.
Conference · International Conference on Pattern Recognition (pp. 406–416)
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On assessing trustworthy AI in healthcare. Machine learning as a supportive tool to recognize cardiac arrest in emergency calls
Zicari, R.V., Brusseau, J., Blomberg, S.N., Christensen, H.C., Coffee, M., Ganapini, M.B., Gerke, S., Gilbert, T.K., Hickman, E., Hildt, E., & et al.
Journal · Frontiers in Human Dynamics 3, 673104
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Co-design of a trustworthy AI system in healthcare: deep learning based skin lesion classifier
Zicari, R.V., Ahmed, S., Amann, J., Braun, S.A., Brodersen, J., Bruneault, F., Brusseau, J., Campano, E., Coffee, M., Dengel, A., & et al.
Journal · Frontiers in Human Dynamics 3, 688152
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2020
Prediction of 3D body parts from face shape and anthropometric measurements
Gallucci, A., Znamenskiy, D., & Petkovic, M.
Journal · Journal of Image and Graphics 8(3), 67–77
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Hair counting with deep learning
Gallucci, A., Znamenskiy, D., Pezzotti, N., & Petkovic, M.
Conference · 2020 International Conference on Biomedical Innovations and Applications (BIA) (pp. 5–9)
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