Ranking sets of morbidities using hypergraph centrality

Graphical abstract

[1]  B. Gabbe,et al.  Coding algorithms for defining Charlson and Elixhauser co-morbidities in Read-coded databases , 2019, BMC Medical Research Methodology.

[2]  R. Reilly,et al.  Investigation of multimorbidity and prevalent disease combinations in older Irish adults using network analysis and association rules , 2019, Scientific Reports.

[3]  B. Celli,et al.  Chronic Obstructive Pulmonary Disease (COPD) as a disease of early aging: Evidence from the EpiChron Cohort , 2018, PloS one.

[4]  Xifeng Wu,et al.  Cancer risk associated with chronic diseases and disease markers: prospective cohort study , 2018, British Medical Journal.

[5]  M. Corti,et al.  Multimorbidity patterns in high-need, high-cost elderly patients , 2018, PloS one.

[6]  Jaideep Srivastava,et al.  Selecting the right objective measure for association analysis , 2004, Inf. Syst..

[7]  Albert-László Barabási,et al.  A Dynamic Network Approach for the Study of Human Phenotypes , 2009, PLoS Comput. Biol..

[8]  Ramesh Sharda,et al.  Examining health disparities by gender: A multimorbidity network analysis of electronic medical record , 2017, Int. J. Medical Informatics.

[9]  Paolo Vineis,et al.  Lifestyle factors and risk of multimorbidity of cancer and cardiometabolic diseases: a multinational cohort study , 2020, BMC Medicine.

[10]  Depression and multimorbidity: Considering temporal characteristics of the associations between depression and multiple chronic diseases. , 2019, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[11]  A. Bottle,et al.  Comorbidity scores for administrative data benefited from adaptation to local coding and diagnostic practices. , 2011, Journal of clinical epidemiology.

[12]  H. Hemingway,et al.  Multimorbidity and survival for patients with acute myocardial infarction in England and Wales: Latent class analysis of a nationwide population-based cohort , 2018, PLoS medicine.

[13]  R. Lyons,et al.  The SAIL Databank: building a national architecture for e-health research and evaluation , 2009, BMC health services research.

[14]  Daniel Thayer,et al.  Measuring follow-up time in routinely-collected health datasets: Challenges and solutions , 2020, PloS one.

[15]  The Perron-Frobenius Theorem Revisited , 1999 .

[16]  J. Gallacher,et al.  Protocol for the development of the Wales Multimorbidity e-Cohort (WMC): data sources and methods to construct a population-based research platform to investigate multimorbidity , 2021, BMJ Open.

[17]  Kathy J. Horadam,et al.  Distances between sets based on set commonality , 2014, Discret. Appl. Math..

[18]  J. Valderas,et al.  Impact of multi-morbidity on quality of healthcare and its implications for health policy, research and clinical practice. A scoping review , 2015, The European journal of general practice.

[19]  F. Keller,et al.  #cutting: Non-suicidal self-injury (NSSI) on Instagram , 2017, Psychological Medicine.

[20]  Minghui Wang,et al.  Efficient Test and Visualization of Multi-Set Intersections , 2015, Scientific Reports.

[21]  Benjamin S. Glicksberg,et al.  Deep representation learning of electronic health records to unlock patient stratification at scale. , 2020, NPJ digital medicine.

[22]  C. Mackenzie,et al.  A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. , 1987, Journal of chronic diseases.

[23]  F. Blyth,et al.  Association Rules Analysis of Comorbidity and Multimorbidity: The Concord Health and Aging in Men Project. , 2016, The journals of gerontology. Series A, Biological sciences and medical sciences.

[24]  K. Jarrod Millman,et al.  Array programming with NumPy , 2020, Nat..

[25]  Kerina H. Jones,et al.  The SAIL databank: linking multiple health and social care datasets , 2009, BMC Medical Informatics Decis. Mak..

[26]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[27]  Kevin M. Curtin Network Analysis in Geographic Information Science: Review, Assessment, and Projections , 2007 .

[28]  A. Cheung,et al.  Spinal cord protection and thoracic aortic surgery , 2010, Current opinion in anaesthesiology.

[29]  Hyesun Jeong,et al.  Patterns of Multimorbidity in Adults: An Association Rules Analysis Using the Korea Health Panel , 2020, International journal of environmental research and public health.

[30]  Thomas Pederson,et al.  Multimorbidity Clusters: Clustering Binary Data From Multimorbidity Clusters: Clustering Binary Data From a Large Administrative Medical Database , 2009, AMR 2009.