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S. University

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#artificial intelligence Preprint Sep 2026

Sharing standardized image-derived data in computational pathology using DICOM

Development and evaluation of computational pathology methods require access to large and diverse datasets. Over the past decade, various initiatives invested significantly into collecting, centralizing, and sharing pathology imaging data. In contrast, sharing of image-derived data such as region-of-interest delineatio...

Daniela P. Schacherer, Christopher P. Bridge, D. Clunie et al. · 0 citations
#machine learning Preprint Sep 2026

Orukeet: Multilingual ASR with Frozen Gabor Kernels

Orukeet replaces half of an adapted Parakeet encoder's temporal filters with 12,288 fitted Gabor kernels, freezes these replacements, and trains the remaining parameters on multilingual and multi-accent data. Final adaptation and checkpoint selection use LibriSpeech test-other. Across 20,146 FLEURS recordings in 25 lan...

N. Roll, Irene Yi, Büsra Marsan et al. · 0 citations

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