Data processing in healthcare using CRISP

Roland Roller; Anne Marie Weggelaar-Jansen; Ricard Martínez Martínez; Sven Schmeier; Holmer Hemsen; Supriyo Chatterjea

doi:10.1561/9781638282372.ch25

Data processing in healthcare using CRISP

Roland Roller^*, Anne Marie Weggelaar-Jansen, Ricard Martínez Martínez, Sven Schmeier, Holmer Hemsen, Supriyo Chatterjea

^*Corresponding author for this work

Health Services Management & Organisation (HSMO)

Research output: Chapter/Conference proceeding › Chapter › Academic

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Abstract

The BigMedilytics Blueprint is based on the experience and lessons learned from the 12 BigMedilytics studies. It aligns them to an abstract level of common blocks based on their similarities. Big Data and AI are data-driven techniques that have many aspects in common with data mining, so instead of creating a new process model, we build our blueprint upon the cross-industry standard process for data mining, also known as CRISP-DM. We use this well-established open standard process model, apply it to our healthcare domain, and incorporate our experiences and outcomes.
[...]

Original language	English
Title of host publication	Technology in Healthcare
Subtitle of host publication	Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment
Editors	Brian Pickering, Roland Roller, Holmer Hemsen, Gerrit J. Noordergraaf, Igor Paulussen, Alyssa Venema
Chapter	25
Pages	316-324
Number of pages	9
ISBN (Electronic)	9781638282372
DOIs	https://doi.org/10.1561/9781638282372.ch25
Publication status	Published - 8 Jul 2024

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10.1561/9781638282372.ch25

978-1-63828-237-2.ch25Final published version, 446 KBLicence: CC BY-NC

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Roller, R., Weggelaar-Jansen, A. M., Martínez, R. M., Schmeier, S., Hemsen, H., & Chatterjea, S. (2024). Data processing in healthcare using CRISP. In B. Pickering, R. Roller, H. Hemsen, G. J. Noordergraaf, I. Paulussen, & A. Venema (Eds.), Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment (pp. 316-324) https://doi.org/10.1561/9781638282372.ch25

Roller, Roland ; Weggelaar-Jansen, Anne Marie ; Martínez, Ricard Martínez et al. / Data processing in healthcare using CRISP. Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment. editor / Brian Pickering ; Roland Roller ; Holmer Hemsen ; Gerrit J. Noordergraaf ; Igor Paulussen ; Alyssa Venema. 2024. pp. 316-324

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author = "Roland Roller and Weggelaar-Jansen, {Anne Marie} and Mart{\'i}nez, {Ricard Mart{\'i}nez} and Sven Schmeier and Holmer Hemsen and Supriyo Chatterjea",

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Roller, R, Weggelaar-Jansen, AM, Martínez, RM, Schmeier, S, Hemsen, H & Chatterjea, S 2024, Data processing in healthcare using CRISP. in B Pickering, R Roller, H Hemsen, GJ Noordergraaf, I Paulussen & A Venema (eds), Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment. pp. 316-324. https://doi.org/10.1561/9781638282372.ch25

Data processing in healthcare using CRISP. / Roller, Roland; Weggelaar-Jansen, Anne Marie; Martínez, Ricard Martínez et al.
Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment. ed. / Brian Pickering; Roland Roller; Holmer Hemsen; Gerrit J. Noordergraaf; Igor Paulussen; Alyssa Venema. 2024. p. 316-324.

Research output: Chapter/Conference proceeding › Chapter › Academic

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Data processing in healthcare using CRISP

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