Explainable AI (XAI): Core ideas, techniques, and solutions

R Dwivedi, D Dave, H Naik, S Singhal, R Omer… - ACM Computing …, 2023 - dl.acm.org
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 …

A path to precision in the ICU

DM Maslove, F Lamontagne, JC Marshall, DK Heyland - Critical Care, 2017 - Springer
Precision medicine is increasingly touted as a groundbreaking new paradigm in
biomedicine. In the ICU, the complexity and ambiguity of critical illness syndromes have …

The Semanticscience Integrated Ontology (SIO) for biomedical research and knowledge discovery

M Dumontier, CJO Baker, J Baran, A Callahan… - Journal of biomedical …, 2014 - Springer
Abstract The Semanticscience Integrated Ontology (SIO) is an ontology to facilitate
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 …

PubChemRDF: towards the semantic annotation of PubChem compound and substance databases

G Fu, C Batchelor, M Dumontier, J Hastings… - Journal of …, 2015 - Springer
Background PubChem is an open repository for chemical structures, biological activities and
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

A Devanand, G Karmakar, N Krdzavac, R Rigo-Mariani… - Energy and AI, 2020 - Elsevier
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 …

Semantic web meets integrative biology: a survey

H Chen, T Yu, JY Chen - Briefings in bioinformatics, 2013 - academic.oup.com
Integrative Biology (IB) uses experimental or computational quantitative technologies to
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 …

Evaluation of personal health record systems through the lenses of EC research projects

I Genitsaridi, H Kondylakis, L Koumakis… - Computers in biology …, 2015 - Elsevier
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 …

A unified structural/terminological interoperability framework based on LexEVS: application to TRANSFoRm

JF Ethier, O Dameron, V Curcin… - Journal of the …, 2013 - academic.oup.com
Objective Biomedical research increasingly relies on the integration of information from
multiple heterogeneous data sources. Despite the fact that structural and terminological …