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Arne Schmidt

University of Granada

8H-index
14Paper Count
226Citation Count
Published Papers 9
Publication Date
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The CrowdGleason dataset: Learning the Gleason grade from crowds and experts☆
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-12-01
err0
errOAAI
errLopez-Perez, Miguel; Morquecho, Alba; Schmidt, Arne; Perez-Bueno, Fernando; Martin-Castro, Aurelio; Mateos, Javier; Molina, Rafael
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Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-08-01
err8
errOAAI
errSchmidt, Arne; Morales-Alvarez, Pablo; Molina, Rafael
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errSave
Focused active learning for histopathological image classification *
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-07-01
err1
errOAAI
errSchmidt, Arne; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Newberg, Lee A.; Enquobahrie, Andinet; Molina, Rafael; Katsaggelos, Aggelos K.
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errSave
An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-04-01
err2
PREAI
errPerez-Cano, Jose; Wu, Yunan; Schmidt, Arne; Lopez-Perez, Miguel; Morales-Alvarez, Pablo; Molina, Rafael; Katsaggelos, Aggelos K.
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errSave
Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
errPATTERN RECOGNITION
IF7.6
err2024-02-01
err5
errOAAI
errMorales-Alvarez, Pablo; Schmidt, Arne; Hernandez-Lobato, Jose Miguel; Molina, Rafael
errShare
errSave
Proportion constrained weakly supervised histopathology image classification
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2022-08-01
err8
errOAAI
errSilva-Rodriguez, Julio; Schmidt, Arne; Sales, Maria A.; Molina, Rafael; Naranjo, Valery
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errSave
Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection *
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-06-01
err15
errOAAI
errLopez-Perez, Miguel; Schmidt, Arne; Wu, Yunan; Molina, Rafael; Katsaggelos, Aggelos K.
errShare
errSave
The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review
errIEEE ACCESS
IF3.6
err2022-01-01
err45
errOAAI
errKanwal, Neel; Perez-Bueno, Fernando; Schmidt, Arne; Engan, Kjersti; Molina, Rafael
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errSave
Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning
errIEEE ACCESS
IF3.6
err2022-01-01
err15
errOAAI
errSchmidt, Arne; Silva-Rodriguez, Julio; Molina, Rafael; Naranjo, Valery
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Aggelos K. Katsaggelos
H-index: 80 · Papers: 1.3K
R
Rafael Molina
H-index: 56 · Papers: 497
L
Lee Cooper
H-index: 51 · Papers: 254
D
Daniel A. Enquobahrie
H-index: 44 · Papers: 360
J
José Miguel Hernández-Lobato
H-index: 39 · Papers: 258
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