Semantic feature representation and interpretation with context-free grammar and push-down automaton

Ying Xu; Aurelio Jethro Prohara; Hock Soon Seah; Feng Lin

doi:10.1117/12.2588347

20 April 2021 Semantic feature representation and interpretation with context-free grammar and push-down automaton

Ying Xu, Aurelio Jethro Prohara, Hock Soon Seah, Feng Lin

Proceedings Volume 11792, International Forum on Medical Imaging in Asia 2021; 117920S (2021) https://doi.org/10.1117/12.2588347
Event: International Forum on Medical Imaging in Asia 2021, 2021, Taipei, Taiwan

Abstract

Two key research issues are addressed: (i) A semantic representation and interpretation framework by using a lightweight self-supervised learning approach, namely the Context-Free Grammar and Push-Down Automaton; and (ii) A mobile phone App implementation of B-mode medical ultrasound imaging with a handheld probe, which can make use of the learned semantic features of scanned images for future home-based health screening.

Citation Download Citation

Ying Xu, Aurelio Jethro Prohara, Hock Soon Seah, and Feng Lin "Semantic feature representation and interpretation with context-free grammar and push-down automaton", Proc. SPIE 11792, International Forum on Medical Imaging in Asia 2021, 117920S (20 April 2021); https://doi.org/10.1117/12.2588347

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