Search Results for author: Kithmini Herath

Found 4 papers, 0 papers with code

Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope

no code implementations28 Mar 2022 Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Raja N. Ahmad, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan Wadduwage

Differentiable microscopy first models a common physics-based optical system however with trainable optical elements at key locations on the optical path.

A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds

no code implementations2 Feb 2021 Ramith Hettiarachchi, Udith Haputhanthri, Kithmini Herath, Hasindu Kariyawasam, Shehan Munasinghe, Kithmin Wickramasinghe, Duminda Samarasinghe, Anjula De Silva, Chamira U. S. Edussooriya

Furthermore, our results show that individually collected ECG or PCG waveforms are able to provide transferable features which could effectively help to make use of a limited number of synchronized PCG and ECG waveforms and still achieve significant classification performance.

Transfer Learning

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