Modeling the Dynamics of Multiple Disease Occurrence by Latent States

Marcos L. P. Bueno; Arjen Hommersom; Peter J. F. Lucas; Mariana Lobo; Pedro P. Rodrigues

doi:10.1007/978-3-030-00461-3_7

Modeling the Dynamics of Multiple Disease Occurrence by Latent States

Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Mariana Lobo, Pedro P. Rodrigues

Research Line Resilience (part of LIRS program)

Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review

Original language	English
Title of host publication	Scalable Uncertainty Management
Subtitle of host publication	12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings
Editors	Davide Ciucci, Gabriella Pasi, Barbara Vantaggi
Place of Publication	Cham
Publisher	Springer International Publishing AG
Pages	93-107
Number of pages	15
ISBN (Print)	9783030004606
DOIs	https://doi.org/10.1007/978-3-030-00461-3_7
Publication status	Published - 2018
Event	International Conference on Scalable Uncertainty Management: Scalable Uncertainty Management - Milan, Italy Duration: 3 Oct 2018 → 5 Oct 2018 https://link.springer.com/book/10.1007/978-3-030-00461-3

Publication series

Series	Lecture Notes in Computer Science
Number	11142

Conference

Conference	International Conference on Scalable Uncertainty Management
Abbreviated title	SUM 2018
Country/Territory	Italy
City	Milan
Period	3/10/18 → 5/10/18
Internet address	https://link.springer.com/book/10.1007/978-3-030-00461-3

Keywords

Clustering
Electronic health records
Hidden Markov model
Machine learning
Multimorbidity
Unsupervised learning

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10.1007/978-3-030-00461-3_7

Cite this

Bueno, M. L. P., Hommersom, A., Lucas, P. J. F., Lobo, M., & Rodrigues, P. P. (2018). Modeling the Dynamics of Multiple Disease Occurrence by Latent States. In D. Ciucci, G. Pasi, & B. Vantaggi (Eds.), Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings (pp. 93-107). Springer International Publishing AG. https://doi.org/10.1007/978-3-030-00461-3_7

Bueno, Marcos L. P. ; Hommersom, Arjen ; Lucas, Peter J. F. et al. / Modeling the Dynamics of Multiple Disease Occurrence by Latent States. Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings. editor / Davide Ciucci ; Gabriella Pasi ; Barbara Vantaggi. Cham : Springer International Publishing AG, 2018. pp. 93-107 (Lecture Notes in Computer Science; No. 11142).

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title = "Modeling the Dynamics of Multiple Disease Occurrence by Latent States",

keywords = "Clustering, Electronic health records, Hidden Markov model, Machine learning, Multimorbidity, Unsupervised learning",

author = "Bueno, {Marcos L. P.} and Arjen Hommersom and Lucas, {Peter J. F.} and Mariana Lobo and Rodrigues, {Pedro P.}",

year = "2018",

doi = "10.1007/978-3-030-00461-3_7",

language = "English",

isbn = "9783030004606",

series = "Lecture Notes in Computer Science",

publisher = "Springer International Publishing AG",

number = "11142",

pages = "93--107",

editor = "Davide Ciucci and Gabriella Pasi and Barbara Vantaggi",

booktitle = "Scalable Uncertainty Management",

address = "Switzerland",

note = "International Conference on Scalable Uncertainty Management : Scalable Uncertainty Management, SUM 2018 ; Conference date: 03-10-2018 Through 05-10-2018",

url = "https://link.springer.com/book/10.1007/978-3-030-00461-3",

}

Bueno, MLP, Hommersom, A, Lucas, PJF, Lobo, M & Rodrigues, PP 2018, Modeling the Dynamics of Multiple Disease Occurrence by Latent States. in D Ciucci, G Pasi & B Vantaggi (eds), Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings. Springer International Publishing AG, Cham, Lecture Notes in Computer Science, no. 11142, pp. 93-107, International Conference on Scalable Uncertainty Management, Milan, Italy, 3/10/18. https://doi.org/10.1007/978-3-030-00461-3_7

Modeling the Dynamics of Multiple Disease Occurrence by Latent States. / Bueno, Marcos L. P.; Hommersom, Arjen; Lucas, Peter J. F. et al.
Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings. ed. / Davide Ciucci; Gabriella Pasi; Barbara Vantaggi. Cham: Springer International Publishing AG, 2018. p. 93-107 (Lecture Notes in Computer Science; No. 11142).

Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review

TY - GEN

T1 - Modeling the Dynamics of Multiple Disease Occurrence by Latent States

AU - Bueno, Marcos L. P.

AU - Hommersom, Arjen

AU - Lucas, Peter J. F.

AU - Lobo, Mariana

AU - Rodrigues, Pedro P.

PY - 2018

Y1 - 2018

KW - Clustering

KW - Electronic health records

KW - Hidden Markov model

KW - Machine learning

KW - Multimorbidity

KW - Unsupervised learning

U2 - 10.1007/978-3-030-00461-3_7

DO - 10.1007/978-3-030-00461-3_7

M3 - Conference Article in proceeding

SN - 9783030004606

T3 - Lecture Notes in Computer Science

SP - 93

EP - 107

BT - Scalable Uncertainty Management

A2 - Ciucci, Davide

A2 - Pasi, Gabriella

A2 - Vantaggi, Barbara

PB - Springer International Publishing AG

CY - Cham

T2 - International Conference on Scalable Uncertainty Management

Y2 - 3 October 2018 through 5 October 2018

ER -

Bueno MLP, Hommersom A, Lucas PJF, Lobo M, Rodrigues PP. Modeling the Dynamics of Multiple Disease Occurrence by Latent States. In Ciucci D, Pasi G, Vantaggi B, editors, Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings. Cham: Springer International Publishing AG. 2018. p. 93-107. (Lecture Notes in Computer Science; No. 11142). doi: 10.1007/978-3-030-00461-3_7

Modeling the Dynamics of Multiple Disease Occurrence by Latent States

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