List of works - Lucia Sacchi

A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data

scientific article published in 2022

A dashboard-based system for supporting diabetes care

scientific article published on 2 February 2018

A temporal abstraction framework for classifying clinical temporal data

scientific article

Analyzing complex patients' temporal histories: new frontiers in temporal data mining.

scientific article

Assessment of a personalized and distributed patient guidance system

scientific article published on 21 February 2017

Big Data Technologies: New Opportunities for Diabetes Management

scientific article

Careflow Mining Techniques to Explore Type 2 Diabetes Evolution.

scientific article published in March 2018

Clinical factors associated with statins prescription in acute ischemic stroke patients: findings from the Lombardia Stroke Registry

scientific article

Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data.

scientific article

Continuous Glucose and Heart Rate Monitoring in Young People with Type 1 Diabetes: An Exploratory Study about Perspectives in Nocturnal Hypoglycemia Detection

scientific article published on 24 December 2020

CorrelaGenes: a new tool for the interpretation of the human transcriptome

scientific article

Data mining techniques for analyzing stroke care processes

scientific article published on January 1, 2010

EPMA-World Congress 2015

scientific article

Ethnic analogies and differences in fetal heart rate variability signal: A retrospective study

scientific article

Forecast model for the evaluation of economic resources employed in the health care of patients with HIV infection.

scientific article

Gatekeeper of pluripotency: a common Oct4 transcriptional network operates in mouse eggs and embryonic stem cells

scientific article

Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients

scientific article published on January 2016

Implementation of an automated system for monitoring adherence to hemodialysis treatment: a report of seven years of experience

scientific article

Improving Clinical Decisions on T2DM Patients Integrating Clinical, Administrative and Environmental Data.

scientific article

Improving predictive models of glaucoma severity by incorporating quality indicators

scientific article published on 14 December 2013

Improving risk-stratification of Diabetes complications using temporal data mining.

scientific article

Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis

scientific article published on 16 March 2018

Inferring gene expression networks via static and dynamic data integration

scientific article

Inferring gene regulatory networks by integrating static and dynamic data.

scientific article

Information extraction from Italian medical reports: An ontology-driven approach

scientific article published on 23 December 2017

JTSA: an open source framework for time series abstractions

scientific article published on 5 June 2015

Knowledge-based bioinformatics for the study of mammalian oocytes.

scientific article published on January 2012

Machine Learning Methods to Predict Diabetes Complications.

scientific article published on May 2017

Maternal Oct-4 is a potential key regulator of the developmental competence of mouse oocytes

scientific article

Methods and tools for mining multivariate temporal data in clinical and biomedical applications.

scientific article

Mining administrative and clinical diabetes data with temporal association rules.

scientific article

Mining post-surgical care processes in breast cancer patients

scientific article published on 15 April 2020

OCT4 and the acquisition of oocyte developmental competence during folliculogenesis

scientific article published on January 2012

Oct-4 regulates the expression of Stella and Foxj2 at the Nanog locus: implications for the developmental competence of mouse oocytes

scientific article published on 28 May 2009

Precedence Temporal Networks to represent temporal relationships in gene expression data

scientific article

Predictive value of baseline serum vascular endothelial growth factor and neutrophil gelatinase-associated lipocalin in advanced kidney cancer patients receiving sunitinib

scientific article published on 10 February 2010

Risk factors for the development of micro-vascular complications of type 2 diabetes in a single-centre cohort of patients

scientific article published on 18 June 2018

Safely Addressing Patients with Atrial Fibrillation to Early Anticoagulation after Acute Stroke

scientific article published on 7 September 2016

Supporting shared decision making within the MobiGuide project

scientific article

Temporal abstraction for feature extraction: a comparative case study in prediction from intensive care monitoring data

scientific article

Temporal clustering for blood glucose analysis in the ICU: identification of groups of patients with different risk profile

scientific article published on January 1, 2010

Temporal data mining for the assessment of the costs related to diabetes mellitus pharmacological treatment.

scientific article

The Bio-Diversity and the Role of Gut Microbiota in Postmenopausal Women with Luminal Breast Cancer Treated with Aromatase Inhibitors: An Observational Cohort Study

scientific article published in 2022

The Role of Nurses in E-Health: The MobiGuide Project Experience

scientific article

The differentiation of cardiomyocytes from mouse embryonic stem cells is altered by dioxin

scientific article published on 24 February 2011

TimeClust: a clustering tool for gene expression time series.

scientific article published on 6 December 2007

Transcriptome based identification of mouse cumulus cell markers that predict the developmental competence of their enclosed antral oocytes

scientific article

Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records

scientific article published on 15 July 2020

What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper

scientific article published on 11 September 2020

List of works by Lucia Sacchi

A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data

A dashboard-based system for supporting diabetes care

A temporal abstraction framework for classifying clinical temporal data

Analyzing complex patients' temporal histories: new frontiers in temporal data mining.

Assessment of a personalized and distributed patient guidance system

Big Data Technologies: New Opportunities for Diabetes Management

Careflow Mining Techniques to Explore Type 2 Diabetes Evolution.

Clinical factors associated with statins prescription in acute ischemic stroke patients: findings from the Lombardia Stroke Registry

Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data.

Continuous Glucose and Heart Rate Monitoring in Young People with Type 1 Diabetes: An Exploratory Study about Perspectives in Nocturnal Hypoglycemia Detection

CorrelaGenes: a new tool for the interpretation of the human transcriptome

Data mining techniques for analyzing stroke care processes

EPMA-World Congress 2015

Ethnic analogies and differences in fetal heart rate variability signal: A retrospective study

Forecast model for the evaluation of economic resources employed in the health care of patients with HIV infection.

Gatekeeper of pluripotency: a common Oct4 transcriptional network operates in mouse eggs and embryonic stem cells

Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients

Implementation of an automated system for monitoring adherence to hemodialysis treatment: a report of seven years of experience

Improving Clinical Decisions on T2DM Patients Integrating Clinical, Administrative and Environmental Data.

Improving predictive models of glaucoma severity by incorporating quality indicators

Improving risk-stratification of Diabetes complications using temporal data mining.

Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis

Inferring gene expression networks via static and dynamic data integration

Inferring gene regulatory networks by integrating static and dynamic data.

Information extraction from Italian medical reports: An ontology-driven approach

JTSA: an open source framework for time series abstractions

Knowledge-based bioinformatics for the study of mammalian oocytes.

Machine Learning Methods to Predict Diabetes Complications.

Maternal Oct-4 is a potential key regulator of the developmental competence of mouse oocytes

Methods and tools for mining multivariate temporal data in clinical and biomedical applications.

Mining administrative and clinical diabetes data with temporal association rules.

Mining post-surgical care processes in breast cancer patients

OCT4 and the acquisition of oocyte developmental competence during folliculogenesis

Oct-4 regulates the expression of Stella and Foxj2 at the Nanog locus: implications for the developmental competence of mouse oocytes

Precedence Temporal Networks to represent temporal relationships in gene expression data

Predictive value of baseline serum vascular endothelial growth factor and neutrophil gelatinase-associated lipocalin in advanced kidney cancer patients receiving sunitinib

Risk factors for the development of micro-vascular complications of type 2 diabetes in a single-centre cohort of patients

Safely Addressing Patients with Atrial Fibrillation to Early Anticoagulation after Acute Stroke

Supporting shared decision making within the MobiGuide project

Temporal abstraction for feature extraction: a comparative case study in prediction from intensive care monitoring data

Temporal clustering for blood glucose analysis in the ICU: identification of groups of patients with different risk profile

Temporal data mining for the assessment of the costs related to diabetes mellitus pharmacological treatment.

The Bio-Diversity and the Role of Gut Microbiota in Postmenopausal Women with Luminal Breast Cancer Treated with Aromatase Inhibitors: An Observational Cohort Study

The Role of Nurses in E-Health: The MobiGuide Project Experience

The differentiation of cardiomyocytes from mouse embryonic stem cells is altered by dioxin

TimeClust: a clustering tool for gene expression time series.

Transcriptome based identification of mouse cumulus cell markers that predict the developmental competence of their enclosed antral oocytes

Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records

What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper