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Arne Schmidt 0005
Person information
- affiliation: University of Granada, Spain
Other persons with the same name
- Arne Schmidt 0001
— TU Braunschweig, Germany
- Arne Schmidt 0002 — Heidelberger Druckmaschinen AG, Kiel, Germany (and 1 more)
- Arne Schmidt 0003 — RETC Renewable Energy Technology Center, GmbH, Hamburg, Germany
- Arne Schmidt 0004 — Technische Universität Darmstadt, Germany
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2020 – today
- 2024
- [j8]Jose Pérez-Cano
, Yunan Wu
, Arne Schmidt
, Miguel López-Pérez
, Pablo Morales-Álvarez
, Rafael Molina
, Aggelos K. Katsaggelos
:
An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection. Expert Syst. Appl. 240: 122296 (2024) - [j7]Arne Schmidt
, Pablo Morales-Álvarez, Lee A. D. Cooper, Lee A. Newberg
, Andinet Enquobahrie, Rafael Molina
, Aggelos K. Katsaggelos:
Focused active learning for histopathological image classification. Medical Image Anal. 95: 103162 (2024) - [j6]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: 110057 (2024) - [j5]Arne Schmidt, Pablo Morales-Álvarez, Rafael Molina:
Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10909-10922 (2024) - [i4]Arne Schmidt, Pablo Morales-Álvarez, Lee A. D. Cooper, Lee A. Newberg, Andinet Enquobahrie, Aggelos K. Katsaggelos, Rafael Molina:
Focused Active Learning for Histopathological Image Classification. CoRR abs/2404.04663 (2024) - 2023
- [c2]Arne Schmidt, Pablo Morales-Álvarez, Rafael Molina:
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation. ICCV 2023: 21040-21049 - [i3]Arne Schmidt, Pablo Morales-Álvarez, Rafael Molina:
Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning. CoRR abs/2302.04061 (2023) - [i2]Arne Schmidt, Pablo Morales-Álvarez, Rafael Molina:
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation. CoRR abs/2307.11397 (2023) - [i1]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 abs/2310.19359 (2023) - 2022
- [j4]Arne Schmidt
, Julio Silva-Rodríguez
, Rafael Molina
, Valery Naranjo
:
Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning. IEEE Access 10: 9763-9773 (2022) - [j3]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: 58821-58844 (2022) - [j2]Julio Silva-Rodríguez, Arne Schmidt
, María Á. Sales, Rafael Molina, Valery Naranjo
:
Proportion constrained weakly supervised histopathology image classification. Comput. Biol. Medicine 147: 105714 (2022) - [j1]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: 106783 (2022) - 2021
- [c1]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: 582-591
Coauthor Index
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last updated on 2024-08-14 22:18 CEST by the dblp team
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