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Arne Schmidt
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The devil is in the details: Whole slide image acquisition and processing for artifacts detection, color variation, and data augmentation: A review
N Kanwal, F Pérez-Bueno, A Schmidt, K Engan, R Molina
IEEE Access 10, 58821-58844, 2022
522022
Combining attention-based multiple instance learning and gaussian processes for CT hemorrhage detection
Y Wu, A Schmidt, E Hernández-Sánchez, R Molina, AK Katsaggelos
International Conference on Medical Image Computing and Computer-Assisted …, 2021
242021
Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection
M López-Pérez, A Schmidt, Y Wu, R Molina, AK Katsaggelos
Computer Methods And Programs In Biomedicine 219, 106783, 2022
172022
Efficient cancer classification by coupling semi supervised and multiple instance learning
A Schmidt, J Silva-Rodríguez, R Molina, V Naranjo
IEEE Access 10, 9763-9773, 2022
142022
Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning
A Schmidt, P Morales-Álvarez, R Molina
IEEE Transactions on Neural Networks and Learning Systems, 1 - 14, 2023
122023
Proportion constrained weakly supervised histopathology image classification
J Silva-Rodríguez, A Schmidt, MA Sales, R Molina, V Naranjo
Computers in Biology and Medicine 147, 105714, 2022
92022
Probabilistic modeling of inter-and intra-observer variability in medical image segmentation
A Schmidt, P Morales-Álvarez, R Molina
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
82023
Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
P Morales-Álvarez, A Schmidt, JM Hernández-Lobato, R Molina
Pattern Recognition 146, 110057, 2024
32024
An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection
J Pérez-Cano, Y Wu, A Schmidt, M López-Pérez, P Morales-Álvarez, ...
Expert Systems with Applications 240, 122296, 2024
22024
Focused active learning for histopathological image classification
A Schmidt, P Morales-Álvarez, LAD Cooper, LA Newberg, A Enquobahrie, ...
Medical Image Analysis 95, 103162, 2024
2024
Probabilistic Deep Learning for Histopathological Images: Overcoming the Labeling Bottleneck of Computer-Aided Diagnosis
A Schmidt
Universidad de Granada, 2024
2024
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Articles 1–11