Systemic multimorbidity clusters in people with periodontitis

H Larvin, J Kang, VR Aggarwal… - Journal of Dental …, 2022 - journals.sagepub.com
This study aimed to identify systemic multimorbidity clusters in people with periodontitis via a
novel artificial intelligence–based network analysis and to explore the effect of associated …

Social Ranking Problems at the Interplay between Social Choice Theory and Coalitional Games

F Fritz, S Moretti, J Staudacher - Mathematics, 2023 - mdpi.com
This paper reviews the recent literature on the “social ranking problem”, that is, the problem
of converting group rankings into individual rankings. We introduce and categorize existing …

Representing multimorbid disease progressions using directed hypergraphs

J Burke, A Akbari, R Bailey, K Fasusi, RA Lyons… - medRxiv, 2023 - medrxiv.org
Objective To introduce directed hypergraphs as a novel tool for assessing the temporal
relationships between coincident diseases, addressing the need for a more accurate …

Using hypergraphs to quantify importance of sets of diseases by healthcare resource utilisation: A retrospective cohort study

J Rafferty, A Lee, RA Lyons, A Akbari, N Peek… - Plos one, 2023 - journals.plos.org
Rates of Multimorbidity (also called Multiple Long Term Conditions, MLTC) are increasing in
many developed nations. People with multimorbidity experience poorer outcomes and …

10-year multimorbidity patterns among people with and without rheumatic and musculoskeletal diseases: an observational cohort study using linked electronic health …

F Jalali-najafabadi, R Bailey, J Lyons, A Akbari… - BMJ …, 2024 - bmjopen.bmj.com
Objectives To compare the patterns of multimorbidity between people with and without
rheumatic and musculoskeletal diseases (RMDs) and to describe how these patterns …

Developing and publishing code for trusted research environments: Best practices and ways of working

E Chalstrey - arXiv preprint arXiv:2111.06301, 2021 - arxiv.org
This report discusses 3 distinct, but overlapping topics. Firstly, it recommends the tools and
best practices for research software engineering and data science that are most relevant to …

Hypergraphs for Frailty Analysis Research Paper

Z Hancox, SD Relton, A Clegg, PG Conaghan… - … Conference on Process …, 2023 - Springer
Frailty and multimorbidity becomes more prevalent as the population continues to age. We
employ directed hypergraphs to represent the complex interactions among multiple health …

Understanding multimorbidity requires sign-disease networks and higher-order interactions, a perspective

C Hourican, G Peeters, RJF Melis… - Frontiers in systems …, 2023 - frontiersin.org
Background: Count scores, disease clustering, and pairwise associations between diseases
remain ubiquitous in multimorbidity research despite two major shortcomings: they yield no …

Centrality with Entropy in Hypergraphs Based on Similarity Measures

İ Tuğal, Z Pala - Dicle Üniversitesi Mühendislik Fakültesi …, 2023 - dergipark.org.tr
Hypergraphs and simplicial complexes can be used to model higher-order interactions.
Graphs are limited to model and describe pairwise interactions. In this study, the issue of …

Hypergraphs for Frailty Analysis Research Paper

PG Conaghan, D Schofield - … , Rome, Italy, October 23-27, 2023 …, 2024 - books.google.com
Frailty and multimorbidity becomes more prevalent as the population continues to age. We
employ directed hypergraphs to represent the complex interactions among multiple health …