Fully dense UNet for 2-D sparse photoacoustic tomography artifact removal
Photoacoustic imaging is an emerging imaging modality that is based upon the photoacoustic
effect. In photoacoustic tomography (PAT), the induced acoustic pressure waves are …
effect. In photoacoustic tomography (PAT), the induced acoustic pressure waves are …
[HTML][HTML] Limited-view and sparse photoacoustic tomography for neuroimaging with deep learning
Photoacoustic tomography (PAT) is a non-ionizing imaging modality capable of acquiring
high contrast and resolution images of optical absorption at depths greater than traditional …
high contrast and resolution images of optical absorption at depths greater than traditional …
[HTML][HTML] Comparing deep learning frameworks for photoacoustic tomography image reconstruction
KT Hsu, S Guan, PV Chitnis - Photoacoustics, 2021 - Elsevier
Conventional reconstruction methods for photoacoustic images are not suitable for the
scenario of sparse sensing and geometrical limitation. To overcome these challenges and …
scenario of sparse sensing and geometrical limitation. To overcome these challenges and …
Colorimetric microneedle patches for multiplexed transdermal detection of metabolites
…, XY Liu, JR Wong, WJ Wang, STT Guan… - Biosensors and …, 2022 - Elsevier
Skin Interstitial Fluid (ISF) is an alternative source for biomarkers. Herein, a highly swellable
microneedle patch (MNP) to rapidly extract ISF painlessly and bloodlessly is presented. The …
microneedle patch (MNP) to rapidly extract ISF painlessly and bloodlessly is presented. The …
[HTML][HTML] Evaluation of regional lung function in pulmonary fibrosis with xenon-129 MRI
Idiopathic pulmonary fibrosis, a pattern of interstitial lung disease, is often clinically
unpredictable in its progression. This paper presents hyperpolarized Xenon-129 chemical shift …
unpredictable in its progression. This paper presents hyperpolarized Xenon-129 chemical shift …
[HTML][HTML] Knowledge graph and deep learning-based text-to-GraphQL model for intelligent medical consultation chatbot
Text-to-GraphQL (Text2GraphQL) is a task that converts the user's questions into Graph + QL
(Query Language) when a graph database is given. That is a task of semantic parsing that …
(Query Language) when a graph database is given. That is a task of semantic parsing that …
Big Data and Internet of Things—Fusion for different services and its impacts
Conclusion We thank FGCS and Prof. Peter Sloot very much for providing us the opportunities
to serve the community. We have received numerous words of support, encouragement …
to serve the community. We have received numerous words of support, encouragement …
[HTML][HTML] Fourier neural operator network for fast photoacoustic wave simulations
S Guan, KT Hsu, PV Chitnis - Algorithms, 2023 - mdpi.com
Simulation tools for photoacoustic wave propagation have played a key role in advancing
photoacoustic imaging by providing quantitative and qualitative insights into parameters …
photoacoustic imaging by providing quantitative and qualitative insights into parameters …
[HTML][HTML] Fast iterative reconstruction for photoacoustic tomography using learned physical model: theoretical validation
KT Hsu, S Guan, PV Chitnis - Photoacoustics, 2023 - Elsevier
… Ko-Tsung Hsu would like to acknowledge Steven Guan and Parag V. Chitnis for their …
and for writing the manuscript, edited by Steven Guan and Parag V. Chitnis. The authors …
and for writing the manuscript, edited by Steven Guan and Parag V. Chitnis. The authors …
[HTML][HTML] From detection to understanding: A survey on representation learning for human-object interaction
T Luo, S Guan, R Yang, J Smith - Neurocomputing, 2023 - Elsevier
Human-Object Interaction (HOI) detection is a critical topic in the visual understanding field.
With the development of deep learning models, the research of HOI detection has been …
With the development of deep learning models, the research of HOI detection has been …