Louise Bloch

Orcid: 0000-0001-7540-4980

Affiliations:
  • University of Applied Sciences and Arts Dortmund, Germany


According to our database1, Louise Bloch authored at least 20 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer's Disease detection.
Comput. Biol. Medicine, March, 2024

2023
PreprintResolver: Improving Citation Quality by Resolving Published Versions of ArXiv Preprints Using Literature Databases.
Proceedings of the Linking Theory and Practice of Digital Libraries: 27th International Conference on Theory and Practice of Digital Libraries, 2023


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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Overview of ImageCLEFmedical 2023 - Caption Prediction and Concept Detection.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023


Joint Feature Learning of Image Data with Embedded Metadata to Leverage Snake Species Classification.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
Machine Learning Workflow to Explain Black-Box Models for Early Alzheimer's Disease Classification Evaluated for Multiple Datasets.
SN Comput. Sci., 2022


Overview of ImageCLEFmedical 2022 - Caption Prediction and Concept Detection.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022


Combination of Object Detection, Geospatial Data, and Feature Concatenation for Snake Species Identification.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers.
Proceedings of the Diabetic Foot Ulcers Grand Challenge - Second Challenge, 2021

EfficientNets and Vision Transformers for Snake Species Identification Using Image and Location Information.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Comparison of Automated Volume Extraction with FreeSurfer and FastSurfer for Early Alzheimer's Disease Detection with Machine Learning.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Developing a Machine Learning Workflow to Explain Black-box Models for Alzheimer's Disease Classification.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
Detection of circlelike overlapping objects in thermal spray images.
Qual. Reliab. Eng. Int., 2020

Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer's Disease Diagnosis.
Proceedings of the Wireless Mobile Communication and Healthcare, 2020

Combination of Image and Location Information for Snake Species Identification using Object Detection and EfficientNets.
Proceedings of the Working Notes of CLEF 2020, 2020

2019
Classification of Alzheimer's Disease using volumetric features of multiple MRI scans.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019


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