Browsing Data Science Institute (Conference Papers) by Author "Sahay, Ratnesh"
Now showing items 1-20 of 27
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Advancing Patient Record Safety and EHR Semantic Interoperability
Sahay, Ratnesh (2013) -
A Bayesian Association Rule Mining Algorithm
Sahay, Ratnesh (2013) -
Deep convolution neural network model to predict relapse in breast cancer
Jha, Alokkumar; Verma, Ghanshyam; Khan, Yasar; Mehmood, Qaiser; Rebholz-Schuhmann, Dietrich; Sahay, Ratnesh (IEEE, 2018-12-17)A mishap in anti-cancer drug distribution is critical in breast cancer patients due to poor prediction model to identify the treatment regime in ER+ve and ER-ve (Estrogen Receptor (ER)) patients. The traditional method for ... -
A deep learning approach to genomics data for population scale clustering and ethnicity prediction
Karim, Md. Rezaul; Zappa, Achille; Sahay, Ratnesh; Rebholz-Schuhmann, Dietrich (CEUR-WS.org, 2017-05-28)The understanding of variations in genome sequences assists us in identifying people who are predisposed to common diseases, solving rare diseases, and finding corresponding population group of the individuals from a ... -
Demonstrating a linked data platform for finite element biosimulations of cochlear mechanics
Mehdi, Muntazir; Khan, Yasar; Freitas, Andre; Jares, Joao; Hasapis, Panagiotis; Sahay, Ratnesh (CEUR-WS.org, 2015-10-11)Biosimulations employ Finite Element Method (FEM) to simulate complex biological systems in order to understand different aspects of human organs. The applications of FEM biosimulations range from human ear cochlear mechanics, ... -
Demonstrating a linked data visualiser for finite element biosimulations
Mehdi, Muntazir; Khan, Yasar; Freitas, Andre; Jares, Joao; Raza, Saleem; Hasapis, Panagiotis; Sahay, Ratnesh (IEEE, 2016-02-04)Healthcare experts have recently turned towards the use of Biosimulation models to understand the multiple or different causative factors that cause impairment in human organs. The applications of biosimulations have been ... -
Detecting inner-ear anatomical and clinical datasets in the linked open data (LOD) cloud
Mehdi, Muntazir; Iqbal, Aftab; Khan, Yasar; Decker, Stefan; Sahay, Ratnesh (CEUR-WS.org, 2015-10-15)Linked Open Data (LOD) Cloud is a mesh of open datasets coming from different domains. Among these datasets, a notable amount of datasets belong to the life sciences domain linked together forming an interlinked “Life ... -
Extending inner-ear anatomical concepts in the Foundational Model of Anatomy (FMA) ontology
Khan, Yasar; Mehdi, Muntazir; Jha, Alokkumar; Raza, Saleem; Freitas, Andre; Jones, Marggie; Sahay, Ratnesh (IEEE, 2015-11-02)The inner ear is physically inaccessible in living humans, which leads to unique difficulties in studying its normal function and pathology as in other human organs. Recently, biosimulation model has gained a significant ... -
A Formal Investigation of Semantic Interoperability of HCLS Systems
Sahay, Ratnesh (IGI Global, 2013)Semantic interoperability facilitates Health Care and Life Sciences (HCLS) systems in connecting stakeholders (e.g., patient, physician, pharmacy) at various levels as well as ensure seamless use of healthcare resources ... -
Heterogeneity and Context in Semantic-Web-Enabled HCLS Systems
Zimmermann, Antoine; Sahay, Ratnesh; Fox, Ronan; Polleres, Axel (Springer, 2009)The need for semantics preserving integration of complex data has been widely recognized in the healthcare domain. While standards such as Health Level Seven (HL7) have been developed in this direction, they have mostly ... -
Linked data cased multi-omics integration and visualization for cancer decision networks
Jha, Alokkumar; Khan, Yasar; Mehmood, Qaiser; Rebholz-Schuhmann, Dietrich; Sahay, Ratnesh (Springer Verlag, 2018-12-30)Visualization of Gene Expression (GE) is a challenging task since the number of genes and their associations are difficult to predict in various set of biological studies. GE could be used to understand tissue-gene-protein ... -
A linked data platform for finite element biosimulations
Mehdi, Muntazir; Khan, Yasar; Freitas, Andre; Jares, Joao; Decker, Stefan; Sahay, Ratnesh (ACM, 2015-09-16)Biosimulation models have been recently introduced to understand the exact causative factors that give rise to impairment in human organs. Finite Element Method (FEM) provides a mathematical framework to simulate dynamic ... -
A linked data visualiser for finite element biosimulations
Mehdi, Muntazir; Khan, Yasar; Freitas, Andre; Jares, Joao; Raza, Saleem; Hasapis, Panagiotis; Sahay, Ratnesh (IEEE, 2016-02-04)Biosimulation models are used to understand the multiple or different causative factors that cause impairment in human organs. Finite Element Method (FEM) provide a mathematical framework to simulate dynamic biological ... -
Linked functional annotation for differentially expressed gene (DEG) demonstrated using Illumina Body Map 2.0
Jha, Alokkumar; Khan, Yasar; Iqbal, Aftab; Zappa, Achille; Mehdi, Muntazir; Sahay, Ratnesh; Rebholz-Schuhmann, Dietrich (CEUR-WS.org, 2015-12-09)Semantic Web technologies are core for the integration of disparate data resources. It can be used to exploit data from next generation sequencing (NGS) for therapeutic decisions regarding cancer. In this manuscript, ... -
A Methodological Approach for Ontologising and Aligning Health Level Seven Applications
Sahay, Ratnesh; Fox, Ronan; Polleres, Axel; Hauswrith, Manfred (2011-05)Healthcare applications are complex in the way data and schemas are organised in their internal systems. Widely deployed healthcare standards like Health Level Seven (HL7) V2 are designed using exible schemas which allow ... -
On-the-fly generation of multidimensional data cubes for web of things
Sahay, Ratnesh; Derguech, Wassim; Curry, Edward (2013) -
Ontologising Interaction Behavior for Service-Oriented Enterprise Healthcare Integration
Sahay, Ratnesh; Fox, Ronan; Hauswirth, Manfred (IEEE, 2008) -
An Ontology for Clinical Trial Data Integration
Sahay, Ratnesh (2013) -
PPEPR for Enterprise Healthcare Integration
Fox, Ronan; Sahay, Ratnesh; Hauswirth, Manfred (Springer, 2008)PPEPR is software to connect healthcare enterprises. Healthcare is a complex domain and any integration system that connects healthcare enterprise applications must facilitate heterogeneous healthcare systems at all levels ... -
PPEPR: Plug and Play Electronic Patient Records
Sahay, Ratnesh; Akhtar, Waseem; Fox, Ronan (ACM, 2008)The integration of Electronic Patient Record (EPR) systems is at the centre of many of the new regional and national initiatives to integrate clinical processes across department, region, and national levels. Web Service ...