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Arne Schmidt
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 10
Top Topics
Multiple Instance
Top Venues
CoRR
IEEE Access
Pattern Recognit.
Comput. Biol. Medicine
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Publications
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Pablo Morales-Álvarez
,
Arne Schmidt
,
José Miguel Hernández-Lobato
,
Rafael Molina
Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images.
Pattern Recognit.
146 (2024)
Arne Schmidt
,
Pablo Morales-Álvarez
,
Rafael Molina
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation.
ICCV
(2023)
Arne Schmidt
,
Pablo Morales-Álvarez
,
Rafael Molina
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation.
CoRR
(2023)
Pablo Morales-Álvarez
,
Arne Schmidt
,
José Miguel Hernández-Lobato
,
Rafael Molina
Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images.
CoRR
(2023)
Arne Schmidt
,
Pablo Morales-Álvarez
,
Rafael Molina
Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning.
CoRR
(2023)
Neel Kanwal
,
Fernando Pérez-Bueno
,
Arne Schmidt
,
Kjersti Engan
,
Rafael Molina
The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review.
IEEE Access
10 (2022)
Arne Schmidt
,
Julio Silva-Rodríguez
,
Rafael Molina
,
Valery Naranjo
Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning.
IEEE Access
10 (2022)
Miguel López-Pérez
,
Arne Schmidt
,
Yunan Wu
,
Rafael Molina
,
Aggelos K. Katsaggelos
Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection.
Comput. Methods Programs Biomed.
219 (2022)
Julio Silva-Rodríguez
,
Arne Schmidt
,
María Á. Sales
,
Rafael Molina
,
Valery Naranjo
Proportion constrained weakly supervised histopathology image classification.
Comput. Biol. Medicine
147 (2022)
Yunan Wu
,
Arne Schmidt
,
Enrique Hernández-Sánchez
,
Rafael Molina
,
Aggelos K. Katsaggelos
Combining Attention-Based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection.
MICCAI (2)
(2021)