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Visual Information Processing
(Ref. TIC-116)
21
noviembre
2024
noviembre 2024
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Producción científica

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Lista de artículos

Publicación
A. Schmidt, P. Morales Álvarez and R. Molina Soriano,  "Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning", "IEEE Transactions on Neural Networks and Learning Systems" , -, 2023
M. López Pérez, P. Morales Álvarez, L.A.D. Cooper, R. Molina Soriano and A.K. Katsaggelos ,  "Deep Gaussian Processes for classification with multiple noisy annotators. Application to breast cancer tissue classification", "IEEE Access" , vol.11,  6922-6934, 2023
P. Ruiz-Matarán, P. Morales Álvarez, S. Coughlin, R. Molina Soriano and A.K. Katsaggelos ,  "Probabilistic fusion of crowds and experts for the search of gravitational waves", "Knowledge-Based Systems" , -, 2023
J. Silva-Rodríguez, A. Schmidt, M.A. Sales, R. Molina Soriano and V. Naranjo,  "Proportion constrained weakly supervised histopathology image classification", "Computers in Biology and Medicine" , vol.147, 105714-105714, 2022
A. Schmidt, J. Silva -Rodríguez, R. Molina Soriano and V. Naranjo,  "Coupling Semi-Supervised and Multiple Instance Learning for Histopathological Image Classification", "IEEE Access" , vol.10, 9763-9773, 2022
M. López Pérez, A. Schmidt, Y. Wu, R. Molina Soriano and A.K. Katsaggelos ,  "Deep Gaussian Processes for Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection", "Computer Methods and Programs in Biomedicine" , vol.219, -, 2022
A. Schmidt, J. Silva-Rodríguez, R. Molina Soriano and V. Naranjo,  "Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning", "IEEE Access" , vol.10, 9763 -9773, 2022
N. Kanwal, F. Pérez Bueno, A. Schmidt, K. Engan and R. Molina Soriano,  "The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review", "IEEE Access" , vol.10, 58821-58844, 2022

Última actualización del SICA: 10/01/2024

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