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Nils Strodthoff

Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches

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Feb 27, 2025
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Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study

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Feb 26, 2025
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Benchmarking machine learning for bowel sound pattern classification from tabular features to pretrained models

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Feb 21, 2025
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Explainable and externally validated machine learning for neuropsychiatric diagnosis via electrocardiograms

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Feb 07, 2025
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Explainable machine learning for neoplasms diagnosis via electrocardiograms: an externally validated study

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Dec 10, 2024
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Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers

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Dec 09, 2024
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Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach

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Dec 04, 2024
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CardioLab: Laboratory Values Estimation and Monitoring from Electrocardiogram Signals -- A Multimodal Deep Learning Approach

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Nov 22, 2024
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Estimation of Cardiac and Non-cardiac Diagnosis from Electrocardiogram Features

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Aug 30, 2024
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CardioLab: Laboratory Values Estimation from Electrocardiogram Features -- An Exploratory Study

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Jul 26, 2024
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