140 citations · 235 across the 10 of their papers we have counts for
10 papers
Speaker-Disentangled Remote Speech Detection of Asthma and COPD Exacerbations
Yuyang Yan, Sami O. Simons, Visara Urovi
Early detection of exacerbations in asthma and chronic obstructive pulmonary disease (COPD) is important for timely intervention. Speech has emerged as a promising tool for continu…
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies
Komal Gilani, Marlo Verket, Christof Peters +3
The standardization of clinical data elements (CDEs) aims to ensure consistent and comprehensive patient information across various healthcare systems. Existing methods often falte…
Optimising MFCC parameters for the automatic detection of respiratory diseases
Yuyang Yan, Sami O. Simons, Loes van Bemmel +3
Voice signals originating from the respiratory tract are utilized as valuable acoustic biomarkers for the diagnosis and assessment of respiratory diseases. Among the employed acous…
Developing a Multi-variate Prediction Model For COVID-19 From Crowd-sourced Respiratory Voice Data
Yuyang Yan, Wafaa Aljbawi, Sami O. Simons +1
COVID-19 has affected more than 223 countries worldwide and in the Post-COVID Era, there is a pressing need for non-invasive, low-cost, and highly scalable solutions to detect COVI…
TAPS Responsibility Matrix: A tool for responsible data science by design
Visara Urovi, Remzi Celebi, Chang Sun +6
Data science is an interdisciplinary research area where scientists are typically working with data coming from different fields. When using and analyzing data, the scientists impl…
Developing a multi-variate prediction model for the detection of COVID-19 from Crowd-sourced Respiratory Voice Data
Wafaa Aljbawi, Sami O. Simmons, Visara Urovi
COVID-19 has affected more than 223 countries worldwide. There is a pressing need for non invasive, low costs and highly scalable solutions to detect COVID-19, especially in low-re…
LUCE: A Blockchain-based data sharing platform for monitoring data license accountability and compliance
Visara Urovi, Vikas Jaiman, Arno Angerer +1
Easy access to data is one of the main avenues to accelerate scientific research. As a key element of scientific innovations, data sharing allows the reproduction of results, helps…
User Incentives for Blockchain-based Data Sharing Platforms
Vikas Jaiman, Leonard Pernice, Visara Urovi
Data sharing is very important for accelerating scientific research, business innovations, and for informing individuals. Yet, concerns over data privacy, cost, and lack of secure…
A Consent Model for Blockchain-based Distributed Data Sharing Platforms
Vikas Jaiman, Visara Urovi
In modern healthcare systems, being able to share electronic health records is crucial for providing quality care and for enabling a larger spectrum of health services. Health data…
LUCE: A Blockchain Solution for monitoring data License accoUntability and CompliancE
Andine Havelange, Michel Dumontier, Birgit Wouters +4
In this paper we present our preliminary work on monitoring data License accoUntability and CompliancE (LUCE). LUCE is a blockchain platform solution designed to stimulate data sha…