Information Is Selection—A Review of Basics Shows Substantial Potential for Improvement of Digital Information Representation

W Orthuber - International journal of environmental research and …, 2020 - mdpi.com
Any piece of information is a selection from a set of possibilities. In this paper, this set is
called a “domain”. Digital information consists of number sequences, which are selections …

Diis: A biomedical data access framework for aiding data driven research supporting fair principles

P Deshpande, A Rasin, J Furst, D Raicu, S Antani - Data, 2019 - mdpi.com
Vast amounts of clinical and biomedical research data are produced daily. These data can
help enable data driven healthcare through novel biomedical discoveries, improved …

Big data integration case study for radiology data sources

P Deshpande, A Rasin, E Brown, J Furst… - 2018 IEEE Life …, 2018 - ieeexplore.ieee.org
Today's digitized world urgently needs Big Data integration and analysis. Healthcare
records are responsible for generating petabytes of data in a single day. Such data is …

Correlation Aware Relevance-Based Semantic Index for Clinical Big Data Repository

P Deshpande, A Rasin - Journal of Imaging Informatics in Medicine, 2024 - Springer
In this paper, we focus on indexing mechanisms for unstructured clinical big integrated data
repository systems. Clinical data is unstructured and heterogeneous, which comes in …

An ASP approach for arteries classification in CT scans

F Fabiano, A Dal Palù - Journal of Logic and Computation, 2022 - academic.oup.com
Automated segmentation of computed tomography (CT) scans is the first step in the pipeline
for the interpretation and identification of potential pathologies in human organs. Several …

[PDF][PDF] Multimodal Ranked Search over Integrated Repository of Radiology Data Sources.

P Deshpande, A Rasin, F Cao, S Yarlagadda… - KDIR, 2019 - academia.edu
Radiology teaching files serve as a reference in the diagnosis process and as a learning
resource for radiology residents. Many public teaching file data sources are available online …

Biomedical heterogeneous data integration and rank retrieval using data bridges

P Deshpande - Proceedings of the 42nd International ACM SIGIR …, 2019 - dl.acm.org
Digitized world demands data integration systems that combine data repositories from
multiple data sources. Vast amounts of clinical and biomedical research data are considered …

[PDF][PDF] Biomedical Data Categorization and Integration using Human-in-the-loop Approach.

P Deshpande - PhD@ VLDB, 2019 - ceur-ws.org
Digitized world demands data integration systems that combine data repositories from
multiple data sources. Vast amounts of existing clinical and biomedical research data are …