Author

T. Niesler

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#machine learning Preprint Oct 2026

How well do routinely collected demographic and clinical variables aid point-of-care lung ultrasound TB classification

It is concluded that the incorporation of routinely-collected clinical and demographic data is a promising way to improve the performance of lung ultrasound based automatic classification.

J. J. van Vüren, Christiaan M. Geldenhuys, Devendra S. Parihar et al. · 0 citations

#machine learning Preprint Aug 2026

A Parameter-Free Few-Shot Evaluation for Elephant Vocalisation Classification

We present a parameter-free episodic evaluation of nearest-centroid classification of elephant vocalisations on fixed pretrained embeddings, for the Elephant Voices (EV) and Linguistic Data Consortium (LDC) datasets. We ask not which embedding yields the best classifier trained on all labelled data, but how the simples...

Christiaan M. Geldenhuys, T. Niesler · 0 citations