Author(s): Tahvilian H; Kafieh R; Ashtari F; Swamy MNS; Ahmad MO;

Multiple sclerosis (MS) is an inflammatory and neurodegenerative disease. Optical coherence tomography (OCT) is a non-invasive imaging technique of the retina. The thickness of the ganglion cell-inner plexiform layer (GCIPL) obtained from an OCT image is a valuable biomarker for monitoring MS. Since the functional shape (F-shape)-based technique has prove ...

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Author(s): Ranipa K; Zhu WP; Swamy MNS;

Vision Transformers (ViTs), inspired by their success in natural language processing, have recently gained attention for heart sound classification (HSC). However, most of the existing studies on HSC rely on single-stream architectures, overlooking the advantages of multi-resolution features. While multi-stream architectures employing early or late fusion ...

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Author(s): Kumar A, Ahmad MO, Swamy MNS

ISA Trans. 2019 Feb;85:293-304 Authors: Kumar A, Ahmad MO, Swamy MNS

Article GUID: 30392726