PRELIMINARY DATA ANALYSIS IN HEALTHCARE MULTICENTRIC DATA MINING: A PRIVACY-PRESERVING DISTRIBUTED APPROACH

Andrea Damiani; Carlotta Masciocchi; Luca Boldrini; Roberto Gatta; Nicola Dinapoli; Jacopo Lenkowicz; Giuditta Chiloiro; Maria Antonietta Gambacorta; Luca Tagliaferri; Rosa Autorino; Monica Maria Pagliara; Maria Antonietta Blasi; Johan van Soest; Andre Dekker; Vincenzo Valentini

doi:10.20368/1971-8829/1454

PRELIMINARY DATA ANALYSIS IN HEALTHCARE MULTICENTRIC DATA MINING: A PRIVACY-PRESERVING DISTRIBUTED APPROACH

Andrea Damiani^*, Carlotta Masciocchi, Luca Boldrini, Roberto Gatta, Nicola Dinapoli, Jacopo Lenkowicz, Giuditta Chiloiro, Maria Antonietta Gambacorta, Luca Tagliaferri, Rosa Autorino, Monica Maria Pagliara, Maria Antonietta Blasi, Johan van Soest, Andre Dekker, Vincenzo Valentini

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

Original language	English
Pages (from-to)	71-81
Number of pages	11
Journal	Journal of E-Learning and Knowledge Society
Volume	14
Issue number	1
DOIs	https://doi.org/10.20368/1971-8829/1454
Publication status	Published - 1 Jan 2018

Keywords

distributed learning
distributed preliminary analysis
privacy-preserving
healthcare
data mining
DECISION-SUPPORT-SYSTEMS
ONCOLOGY

Access to Document

10.20368/1971-8829/1454

https://www.learntechlib.org/p/182311/

Cite this

Damiani, A., Masciocchi, C., Boldrini, L., Gatta, R., Dinapoli, N., Lenkowicz, J., Chiloiro, G., Gambacorta, M. A., Tagliaferri, L., Autorino, R., Pagliara, M. M., Blasi, M. A., van Soest, J., Dekker, A., & Valentini, V. (2018). PRELIMINARY DATA ANALYSIS IN HEALTHCARE MULTICENTRIC DATA MINING: A PRIVACY-PRESERVING DISTRIBUTED APPROACH. Journal of E-Learning and Knowledge Society, 14(1), 71-81. https://doi.org/10.20368/1971-8829/1454

Damiani, Andrea ; Masciocchi, Carlotta ; Boldrini, Luca ; Gatta, Roberto ; Dinapoli, Nicola ; Lenkowicz, Jacopo ; Chiloiro, Giuditta ; Gambacorta, Maria Antonietta ; Tagliaferri, Luca ; Autorino, Rosa ; Pagliara, Monica Maria ; Blasi, Maria Antonietta ; van Soest, Johan ; Dekker, Andre ; Valentini, Vincenzo. / PRELIMINARY DATA ANALYSIS IN HEALTHCARE MULTICENTRIC DATA MINING : A PRIVACY-PRESERVING DISTRIBUTED APPROACH. In: Journal of E-Learning and Knowledge Society. 2018 ; Vol. 14, No. 1. pp. 71-81.

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title = "PRELIMINARY DATA ANALYSIS IN HEALTHCARE MULTICENTRIC DATA MINING: A PRIVACY-PRESERVING DISTRIBUTED APPROACH",

keywords = "distributed learning, distributed preliminary analysis, privacy-preserving, healthcare, data mining, DECISION-SUPPORT-SYSTEMS, ONCOLOGY",

author = "Andrea Damiani and Carlotta Masciocchi and Luca Boldrini and Roberto Gatta and Nicola Dinapoli and Jacopo Lenkowicz and Giuditta Chiloiro and Gambacorta, {Maria Antonietta} and Luca Tagliaferri and Rosa Autorino and Pagliara, {Monica Maria} and Blasi, {Maria Antonietta} and {van Soest}, Johan and Andre Dekker and Vincenzo Valentini",

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doi = "10.20368/1971-8829/1454",

language = "English",

volume = "14",

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Damiani, A, Masciocchi, C, Boldrini, L, Gatta, R, Dinapoli, N, Lenkowicz, J, Chiloiro, G, Gambacorta, MA, Tagliaferri, L, Autorino, R, Pagliara, MM, Blasi, MA, van Soest, J , Dekker, A & Valentini, V 2018, 'PRELIMINARY DATA ANALYSIS IN HEALTHCARE MULTICENTRIC DATA MINING: A PRIVACY-PRESERVING DISTRIBUTED APPROACH', Journal of E-Learning and Knowledge Society, vol. 14, no. 1, pp. 71-81. https://doi.org/10.20368/1971-8829/1454

PRELIMINARY DATA ANALYSIS IN HEALTHCARE MULTICENTRIC DATA MINING : A PRIVACY-PRESERVING DISTRIBUTED APPROACH. / Damiani, Andrea; Masciocchi, Carlotta; Boldrini, Luca; Gatta, Roberto; Dinapoli, Nicola; Lenkowicz, Jacopo; Chiloiro, Giuditta; Gambacorta, Maria Antonietta; Tagliaferri, Luca; Autorino, Rosa; Pagliara, Monica Maria; Blasi, Maria Antonietta; van Soest, Johan ; Dekker, Andre; Valentini, Vincenzo.

In: Journal of E-Learning and Knowledge Society, Vol. 14, No. 1, 01.01.2018, p. 71-81.

Research output: Contribution to journal › Article › Academic › peer-review

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AU - Boldrini, Luca

AU - Gatta, Roberto

AU - Dinapoli, Nicola

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AU - Pagliara, Monica Maria

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AU - Valentini, Vincenzo

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KW - distributed preliminary analysis

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KW - healthcare

KW - data mining

KW - DECISION-SUPPORT-SYSTEMS

KW - ONCOLOGY

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DO - 10.20368/1971-8829/1454

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