Louise Bloch

Publications

249

Citations

H-Index

2002

Active since

Affiliations

Institut für Medizinische Informatik, Biometrie und Epidemiologie(Current)

Dortmund University of Applied Sciences and Arts

HES-SO University of Applied Sciences and Arts Western Switzerland

Louise Bloch is an author at Institut für Medizinische Informatik, Biometrie und Epidemiologie specializing in engineering, medical image computing, and medicine.

ORCID

Top concepts

EngineeringMedical Image ComputingMedicineNeurologyRadiologyNeuroscienceImage AnalysisMedical ImagingBiomedical ImagingAlzheimer's Disease

Publications per year

2002–2024

Publications

Data analysis with Shapley values for automatic subject selection in Alzheimer’s disease data sets using interpretable machine learning

Louise Bloch, Christoph M. Friedrich · Alzheimer s Research & Therapy · 2021 · 60 citations · Full text

Accurate segmentation of blood vessels from 3D medical images

Bert Verdonck, Louise Bloch, Dirk Vandermeulen et al. · 2002 · 37 citations

Medical Image Segmentation, Engineering, Computer-aided Design +17

ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset

Johannes Rückert, Louise Bloch, Raphael Brüngel et al. · Scientific Data · 2024 · 36 citations · Full text

Radiology Objects, Engineering, Diagnostic Imaging +16

Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer’s Disease detection

Louise Bloch, Christoph M. Friedrich · Computers in Biology and Medicine · 2024 · 33 citations · Full text

Engineering, Machine Learning, Autoencoders +20

Machine Learning Workflow to Explain Black-Box Models for Early Alzheimer’s Disease Classification Evaluated for Multiple Datasets

Louise Bloch, Christoph M. Friedrich · SN Computer Science · 2022 · 22 citations · Full text

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