Arne Schmidt - Publications, H-index & Citations

Arne Schmidt

University of Granada

8H指数

14论文数

226被引数

收录论文 9

发表时间

The CrowdGleason dataset: Learning the Gleason grade from crowds and experts☆

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-12-01

OAAI

Lopez-Perez, Miguel; Morquecho, Alba; Schmidt, Arne; Perez-Bueno, Fernando; Martin-Castro, Aurelio; Mateos, Javier; Molina, Rafael

Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning 基于高斯过程的深度多示例学习概率注意

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-08-01

OAAI

Schmidt, Arne; Morales-Alvarez, Pablo; Molina, Rafael

Focused active learning for histopathological image classification *聚焦主动学习在组织病理学图像分类中的应用 *

MEDICAL IMAGE ANALYSIS

IF11.8

2024-07-01

OAAI

Schmidt, Arne; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Newberg, Lee A.; Enquobahrie, Andinet; Molina, Rafael; Katsaggelos, Aggelos K.

An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection 一种结合注意力特征提取和高斯过程模型的端到端深度多示例学习方法在CT出血检测中的应用

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-04-01

PREAI

Perez-Cano, Jose; Wu, Yunan; Schmidt, Arne; Lopez-Perez, Miguel; Morales-Alvarez, Pablo; Molina, Rafael; Katsaggelos, Aggelos K.

Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images 在多实例学习中引入实例标签相关性。组织病理学图像在癌症检测中的应用

PATTERN RECOGNITION

IF7.6

2024-02-01

OAAI

Morales-Alvarez, Pablo; Schmidt, Arne; Hernandez-Lobato, Jose Miguel; Molina, Rafael

Proportion constrained weakly supervised histopathology image classification

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-08-01

OAAI

Silva-Rodriguez, Julio; Schmidt, Arne; Sales, Maria A.; Molina, Rafael; Naranjo, Valery

Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection *

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-06-01

OAAI

Lopez-Perez, Miguel; Schmidt, Arne; Wu, Yunan; Molina, Rafael; Katsaggelos, Aggelos K.

The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Kanwal, Neel; Perez-Bueno, Fernando; Schmidt, Arne; Engan, Kjersti; Molina, Rafael

Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning 结合半监督和多示例学习的高效癌症分类

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Schmidt, Arne; Silva-Rodriguez, Julio; Molina, Rafael; Naranjo, Valery

研究方向