Explainable AI (XAI): Core ideas, techniques, and solutions
As our dependence on intelligent machines continues to grow, so does the demand for more
transparent and interpretable models. In addition, the ability to explain the model generally …
transparent and interpretable models. In addition, the ability to explain the model generally …
A path to precision in the ICU
Precision medicine is increasingly touted as a groundbreaking new paradigm in
biomedicine. In the ICU, the complexity and ambiguity of critical illness syndromes have …
biomedicine. In the ICU, the complexity and ambiguity of critical illness syndromes have …
The Semanticscience Integrated Ontology (SIO) for biomedical research and knowledge discovery
Abstract The Semanticscience Integrated Ontology (SIO) is an ontology to facilitate
biomedical knowledge discovery. SIO features a simple upper level comprised of essential …
biomedical knowledge discovery. SIO features a simple upper level comprised of essential …
The future state of clinical data capture and documentation: a report from AMIA's 2011 Policy Meeting
CM Cusack, G Hripcsak, M Bloomrosen… - Journal of the …, 2013 - academic.oup.com
Much of what is currently documented in the electronic health record is in response
toincreasingly complex and prescriptive medicolegal, reimbursement, and regulatory …
toincreasingly complex and prescriptive medicolegal, reimbursement, and regulatory …
PubChemRDF: towards the semantic annotation of PubChem compound and substance databases
Background PubChem is an open repository for chemical structures, biological activities and
biomedical annotations. Semantic Web technologies are emerging as an increasingly …
biomedical annotations. Semantic Web technologies are emerging as an increasingly …
[HTML][HTML] OntoPowSys: A power system ontology for cross domain interactions in an eco industrial park
Abstract Knowledge management in multi-domain, heterogeneous industrial networks like
an Eco-Industrial Park (EIP) is a challenging task. In this paper, an ontology-based …
an Eco-Industrial Park (EIP) is a challenging task. In this paper, an ontology-based …
Semantic web meets integrative biology: a survey
Integrative Biology (IB) uses experimental or computational quantitative technologies to
characterize biological systems at the molecular, cellular, tissue and population levels. IB …
characterize biological systems at the molecular, cellular, tissue and population levels. IB …
Personalized medicine is more than genomic medicine: confusion over terminology impedes progress towards personalized healthcare
LA Simmons, MA Dinan, TJ Robinson… - Personalized …, 2012 - Taylor & Francis
Over the last decade, scientific discovery and technological advances have created great
anticipation for capabilities to tailor individual medical decisions and provide personalized …
anticipation for capabilities to tailor individual medical decisions and provide personalized …
Evaluation of personal health record systems through the lenses of EC research projects
Personal health record (PHR) systems are a rapidly expanding area in the field of health
information technology which motivates an ongoing research towards their evaluation in …
information technology which motivates an ongoing research towards their evaluation in …
A unified structural/terminological interoperability framework based on LexEVS: application to TRANSFoRm
Objective Biomedical research increasingly relies on the integration of information from
multiple heterogeneous data sources. Despite the fact that structural and terminological …
multiple heterogeneous data sources. Despite the fact that structural and terminological …