Knowledge-based biomedical data science

TJ Callahan, IJ Tripodi… - Annual review of …, 2020 - annualreviews.org
Knowledge-based biomedical data science involves the design and implementation of
computer systems that act as if they knew about biomedicine. Such systems depend on …

Nanotechnology approaches for enhanced CNS drug delivery in the management of schizophrenia

R Rajendran, KN Menon… - Advanced Pharmaceutical …, 2021 - pmc.ncbi.nlm.nih.gov
Schizophrenia is a neuropsychiatric disorder mainly affecting the central nervous system
(CNS), presented with auditory and visual hallucinations, delusion and withdrawal from …

Embedding OWL ontologies with OWL2Vec

OM Holter, EB Myklebust, J Chen… - CEUR Workshop …, 2019 - duo.uio.no
In this paper, we present a preliminary study to compute embeddings for OWL 2 ontologies
by projecting the ontology axioms into a graph and performing (random) walks over the …

Knowledge graph embedding for ecotoxicological effect prediction

EB Myklebust, E Jimenez-Ruiz, J Chen, R Wolf… - The Semantic Web …, 2019 - Springer
Exploring the effects a chemical compound has on a species takes a considerable
experimental effort. Appropriate methods for estimating and suggesting new effects can …

Ontology-guided semantic composition for zero-shot learning

J Chen, F Lécué, Y Geng, JZ Pan, H Chen - arxiv preprint arxiv …, 2020 - arxiv.org
Zero-shot learning (ZSL) is a popular research problem that aims at predicting for those
classes that have never appeared in the training stage by utilizing the inter-class …

[HTML][HTML] Advancements on IoT and AI applied to Pneumology

E Cambiaso, S Narteni, I Baiardini, F Braido… - Microprocessors and …, 2024 - Elsevier
The objective of this work is the design of a technological platform for remote monitoring of
patients with Chronic Obstructive Pulmonary Disease (COPD). The concept of the framework …

Challenges and Opportunities of IoT and AI in Pneumology

M Mongelli, V Orani, E Cambiaso… - 2020 23rd Euromicro …, 2020 - ieeexplore.ieee.org
The objective of this work is the design of a technological platform for remote monitoring of
patients with Chronic Obstructive Pulmonary Disease (COPD). The concept of the framework …

A fuzzy OWL ontologies embedding for complex ontology alignments

H Akremi, MG Ayadi, S Zghal - International Conference on Discovery …, 2022 - Springer
The semantic heterogeneity concern in the information integration can be handled by
applying ontology alignment. The purpose of the ontology alignment procedure is to locate …

Complex Ontology Alignments using OWL Ontologies Embedding

H Akremi, MG Ayadi, S Zghal - 2023 International Conference …, 2023 - ieeexplore.ieee.org
The semantic heterogeneity issue in the information integration can be solved by using
ontology alignment. The goal of the ontology alignment technique is to locate concepts that …

[PDF][PDF] Representing Causation: A Dispositional Perspective.

F Toyoshima - ICBO, 2019 - ceur-ws.org
Causation is notoriously difficult to analyze notwithstanding its considerable significance for
a detailed description of complex phenomena in multifarious domains, including …