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Plos Computational Biology
|
December 15, 2022
Eleven quick tips for data cleaning and feature engineering
Davide Chicco, Luca Oneto, Erica Tavazzi
Journal of Healthcare Informatics Research
|
April 13, 2022
A Combined Interpolation and Weighted <i>K</i>-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data
Sebastian Daberdaku, Erica Tavazzi, Barbara Di Camillo
Scientific Reports
|
May 20, 2024
A dynamic probabilistic model of the onset and interaction of cardio-metabolic comorbidities on an ageing adult population
Chiara Roversi, Erica Tavazzi, Martina Vettoretti, et al.
Journal of Diabetes Science and Technology
|
November 10, 2025
Exploring Relationships Between Maternal Characteristics, Continuous Glucose Monitoring Data, and Neonatal Hypoglycemia in Gestational Diabetes Pregnancies Using Probabilistic Modeling
Giacomo Cappon, Marco Catanuso, Erica Tavazzi, et al.
Journal of Biomedical Informatics
|
June 3, 2026
Robust end-to-end stratification of amyotrophic lateral sclerosis patients via recurrent variational autoencoder and consensus clustering
Federico De Mori Bajolin, Erica Tavazzi, Anna M Bianchi, et al.
BMC Medical Informatics and Decision Making
|
August 22, 2020
Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach
Erica Tavazzi, Sebastian Daberdaku, Rosario Vasta, et al.
IEEE Journal of Biomedical and Health Informatics
|
September 4, 2024
DYNAMITE: Integrating Archetypal Analysis and Process Mining for Interpretable Disease Progression Modelling
Isotta Trescato, Erica Tavazzi, Martina Vettoretti, et al.
BMC Medical Informatics and Decision Making
|
February 3, 2023
Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis
Erica Tavazzi, Roberto Gatta, Mauro Vallati, et al.
BMC Medical Informatics and Decision Making
|
June 17, 2024
GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics
Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, et al.
International Journal of Medical Informatics
|
January 30, 2026
The association of environmental exposure with multiple sclerosis severity score: A study based on sequential data modeling
Mahin Vazifehdan, Pietro Bosoni, Erica Tavazzi, et al.
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Search research articles
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Showing results (1-10 of 18) with videos related to
Sort By:
Page
of 2
Plos Computational Biology
|
December 15, 2022
Eleven quick tips for data cleaning and feature engineering
Davide Chicco, Luca Oneto, Erica Tavazzi
Journal of Healthcare Informatics Research
|
April 13, 2022
A Combined Interpolation and Weighted <i>K</i>-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data
Sebastian Daberdaku, Erica Tavazzi, Barbara Di Camillo
Scientific Reports
|
May 20, 2024
A dynamic probabilistic model of the onset and interaction of cardio-metabolic comorbidities on an ageing adult population
Chiara Roversi, Erica Tavazzi, Martina Vettoretti, et al.
Journal of Diabetes Science and Technology
|
November 10, 2025
Exploring Relationships Between Maternal Characteristics, Continuous Glucose Monitoring Data, and Neonatal Hypoglycemia in Gestational Diabetes Pregnancies Using Probabilistic Modeling
Giacomo Cappon, Marco Catanuso, Erica Tavazzi, et al.
Journal of Biomedical Informatics
|
June 3, 2026
Robust end-to-end stratification of amyotrophic lateral sclerosis patients via recurrent variational autoencoder and consensus clustering
Federico De Mori Bajolin, Erica Tavazzi, Anna M Bianchi, et al.
BMC Medical Informatics and Decision Making
|
August 22, 2020
Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach
Erica Tavazzi, Sebastian Daberdaku, Rosario Vasta, et al.
IEEE Journal of Biomedical and Health Informatics
|
September 4, 2024
DYNAMITE: Integrating Archetypal Analysis and Process Mining for Interpretable Disease Progression Modelling
Isotta Trescato, Erica Tavazzi, Martina Vettoretti, et al.
BMC Medical Informatics and Decision Making
|
February 3, 2023
Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis
Erica Tavazzi, Roberto Gatta, Mauro Vallati, et al.
BMC Medical Informatics and Decision Making
|
June 17, 2024
GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics
Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, et al.
International Journal of Medical Informatics
|
January 30, 2026
The association of environmental exposure with multiple sclerosis severity score: A study based on sequential data modeling
Mahin Vazifehdan, Pietro Bosoni, Erica Tavazzi, et al.
Page
of 2