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Works (9)

A machine learning model on Real World Data for predicting progression to Acute Respiratory Distress Syndrome (ARDS) among COVID-19 patients

PLOS ONE
2022-07-28 | Journal article
Contributors: Nicola Lazzarini; Ashham Mansur; Avgoustinos Filippoupolitis; Pedro Manzione; Hariklia Eleftherohorinou
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Characterising the influence of rule-based knowledge representations in biological knowledge extraction from transcriptomics data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85017567274

Contributors: Baron, S.; Lazzarini, N.; Bacardit, J.
Source: Self-asserted source
Nicola Lazzarini via Scopus - Elsevier

RGIFE: A ranked guided iterative feature elimination heuristic for the identification of biomarkers

BMC Bioinformatics
2017 | Journal article
EID:

2-s2.0-85021663121

Contributors: Lazzarini, N.; Bacardit, J.
Source: Self-asserted source
Nicola Lazzarini via Scopus - Elsevier

A machine learning approach for the identification of new biomarkers for knee osteoarthritis development in overweight and obese women

Osteoarthritis and Cartilage
2017-12 | Journal article
Contributors: N. Lazzarini; J. Runhaar; A.C. Bay-Jensen; C.S. Thudium; S.M.A. Bierma-Zeinstra; Y. Henrotin; J. Bacardit
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Functional networks inference from rule-based machine learning models

BioData Mining
2016-09-05 | Journal article
Contributors: Nicola Lazzarini; Paweł; Widera; Stuart Williamson; Rakesh Heer; Natalio Krasnogor; Jaume Bacardit
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Nicola Lazzarini via Crossref Metadata Search
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Heterogeneous machine learning system for improving the diagnosis of primary aldosteronism

Pattern Recognition Letters
2015-11 | Journal article
Contributors: Nicola Lazzarini; Loris Nanni; Carlo Fantozzi; Andrea Pietracaprina; Geppino Pucci; Teresa Maria Seccia; Gian Paolo Rossi
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Coupling different methods for overcoming the class imbalance problem

Neurocomputing
2015-06 | Journal article
Contributors: Loris Nanni; Carlo Fantozzi; Nicola Lazzarini
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Nicola Lazzarini via Crossref Metadata Search
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Hard Data Analytics Problems Make for Better Data Analysis Algorithms: Bioinformatics as an Example

Big Data
2014-09 | Journal article
Contributors: Jaume Bacardit; Paweł Widera; Nicola Lazzarini; Natalio Krasnogor
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Nicola Lazzarini via Crossref Metadata Search
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Heterogeneous ensembles for the missing feature problem

Northeast Decision Sciences Institute, New York, NY
2013 | Conference paper
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Nicola Lazzarini