Search Results for author: Kwok-Leung Tsui

Found 7 papers, 0 papers with code

Predicting the Risk of Ischemic Stroke in Patients with Atrial Fibrillation using Heterogeneous Drug-protein-disease Network-based Deep Learning

no code implementations12 Mar 2024 Zhiheng Lyu, Jiannan Yang, Zhongzhi Xu, Weilan Wang, Weibin Cheng, Kwok-Leung Tsui, Gary Tse, Qingpeng Zhang

The model integrates drug-protein-disease pathways and real-world clinical data of AF patients to generate the IS risk and potential pathways for each patient.

Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework

no code implementations18 Nov 2023 Elham Nasarian, Roohallah Alizadehsani, U. Rajendra Acharya, Kwok-Leung Tsui

It breaks down the interpretability process into data pre-processing, model selection, and post-processing, aiming to foster a comprehensive understanding of the crucial role of a robust interpretability approach in healthcare and to guide future research in this area.

Model Selection PICO

PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction

no code implementations5 Aug 2021 Tiange Wang, Zijun Zhang, Kwok-Leung Tsui

Accurate forecasting of traffic conditions is critical for improving safety, stability, and efficiency of a city transportation system.

Automatic Rail Component Detection Based on AttnConv-Net

no code implementations5 Aug 2021 Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui

The automatic detection of major rail components using railway images is beneficial to ensure the rail transport safety.

Data Augmentation

Intelligent Railway Foreign Object Detection: A Semi-supervised Convolutional Autoencoder Based Method

no code implementations5 Aug 2021 Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui

Most existing vision-based approaches focus on the detection of frontal intrusion objects with prior labels, such as categories and locations of the objects.

Benchmarking Decoder +2

Viewpoint-Invariant Exercise Repetition Counting

no code implementations29 Jul 2021 Yu Cheng Hsu, Qingpeng Zhang, Efstratios Tsougenis, Kwok-Leung Tsui

We have also tested the performance in a variety of camera locations and concurrent motions with conveniently collected video with overall MAE 0. 06 and OBOA 0. 88.

Pose Estimation

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