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List of works by Riccardo Bellazzi

A Bayesian data fusion based approach for learning genome-wide transcriptional regulatory networks

scientific article published on 29 May 2020

A Data Fusion Approach to Enhance Association Study in Epilepsy.

scientific article

A Data Mining Library for miRNA Annotation and Analysis

A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes

scientific article published on 28 August 2015

A Network-Based Data Integration Approach to Support Drug Repurposing and Multi-Target Therapies in Triple Negative Breast Cancer

scientific article

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

scientific article published in 2022

A collaborative environment for shared classification of neuroimages: The experience of the Colibri project

scientific article published on August 2015

A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin.

scientific article

A dashboard-based system for supporting diabetes care

scientific article published on 2 February 2018

A development environment for knowledge-based medical applications on the World-Wide Web.

scientific article

A distributed system for diabetic patient management

scientific article published on 01 May 1998

A hierarchical Naïve Bayes Model for handling sample heterogeneity in classification problems: an application to tissue microarrays.

scientific article

A kinetic model-based algorithm to classify NGS short reads by their allele origin

scientific article published on 12 October 2014

A probabilistic method for computing quantitative risk indexes from medical injuries compensation claims.

scientific article published on 24 April 2013

A rare genetic variant of BPIFB4 predisposes to high blood pressure via impairment of nitric oxide signaling.

scientific article

A refinement of Hong's technique for the removal of stuck dialysis catheters: an easy solution to a complex problem.

scientific article published on 31 October 2013

A stochastic model to assess the variability of blood glucose time series in diabetic patients self-monitoring.

scientific article published in June 2006

A survey on single and multi omics data mining methods in cancer data classification

scientific article published on 07 June 2020

A telemedicine support for diabetes management: the T-IDDM project.

scientific article published in August 2002

A temporal abstraction framework for classifying clinical temporal data

scientific article

An Extension of the i2b2 Data Warehouse to Support REDCap Dynamic Data Pull

scientific article published on 01 January 2019

An ICT infrastructure to integrate clinical and molecular data in oncology research.

scientific article

Analysing Italian voluntary abortion data using a Bayesian approach to the time series decomposition.

scientific article

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

scientific article

Arrhythmogenic Right Ventricular Cardiomyopathy: Clinical Course and Predictors of Arrhythmic Risk.

scientific article published in December 2016

Artificial Intelligence in Medicine AIME 2015.

scientific article published on 18 July 2017

Association of rs2200733 at 4q25 with atrial flutter/fibrillation diseases in an Italian population

scientific article published on 01 November 2008

Association study on long-living individuals from Southern Italy identifies rs10491334 in the CAMKIV gene that regulates survival proteins.

scientific article published on 25 May 2011

Atlas of the clinical genetics of human dilated cardiomyopathy

scientific article (publication date: 7 May 2015)

Author Correction: A rare genetic variant of BPIFB4 predisposes to high blood pressure via impairment of nitric oxide signaling

scientific article published on 28 June 2019

Autologous micrograft accelerates endogenous wound healing response through ERK-induced cell migration

scientific article published on 25 October 2019

Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data

Automatic adaptive system dialysis for hemodialysis-associated hypotension and intolerance: a noncontrolled multicenter trial.

scientific article

Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks.

scientific article

Big Data Technologies: New Opportunities for Diabetes Management

scientific article

Big data and biomedical informatics: a challenging opportunity

scientific article

BigQ: a NoSQL based framework to handle genomic variants in i2b2.

scientific article published on 29 December 2015

Bringing the artificial pancreas home: telemedicine aspects

scientific article published on November 2011

CARDIO-i2b2: integrating arrhythmogenic disease data in i2b2

scientific article published on January 1, 2012

CBS-miRSeq: A comprehensive tool for accurate and extensive analyses of microRNA-sequencing data

scientific article published on 01 June 2019

Can we use linear Gaussian networks to model dynamic interactions among genes? Results from a simulation study

article

CardioVAI: An automatic implementation of ACMG-AMP variant interpretation guidelines in the diagnosis of cardiovascular diseases

scientific article published on 19 October 2018

Careflow Mining Techniques to Explore Type 2 Diabetes Evolution.

scientific article published in March 2018

Chromatin organization and timing of polar body I extrusion identify developmentally competent mouse oocytes

scientific article published on 01 January 2019

Clinical Bioinformatics: challenges and opportunities.

scientific article

Clinical Effects of Driver Somatic Mutations on the Outcomes of Patients With Myelodysplastic Syndromes Treated With Allogeneic Hematopoietic Stem-Cell Transplantation.

scientific article published on 06 September 2016

Clinical and research data integration: the i2b2-FSM experience

scientific article

Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining

scientific article published on 01 July 2019

Clusterization of patients with idiopathic pulmonary fibrosis with chemokine receptors: a possible role in the diagnostic work-up of idiopathic pulmonary fibrosis?

scientific article published on 28 April 2018

Comparative Study of Salivary, Duodenal, and Fecal Microbiota Composition Across Adult Celiac Disease

scientific article published on 13 April 2020

Comparison of data mining techniques applied to fetal heart rate parameters for the early identification of IUGR fetuses

scientific article

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

scientific article

Computational development of a molecular-based approach to improve risk stratification of endometrial cancer patients.

scientific article

Computer-based genealogy reconstruction in founder populations.

scientific article published on 23 August 2011

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

Correction: A Network-Based Data Integration Approach to Support Drug Repurposing and Multi-Target Therapies in Triple Negative Breast Cancer.

scientific article published on 11 January 2017

Correction: Prediction of Peptide Reactivity with Human IVIg through a Knowledge-Based Approach

Data analysis and data mining: current issues in biomedical informatics

scientific article (publication date: 2011)

Data mining technologies for blood glucose and diabetes management.

scientific article

Data mining with Temporal Abstractions: learning rules from time series

Deep Learning to Unveil Correlations between Urban Landscape and Population Health

scientific article published on 08 April 2020

Democratized image analytics by visual programming through integration of deep models and small-scale machine learning

scientific article published on 07 October 2019

Designing an artificial pancreas architecture: the AP@home experience

scientific article published on 28 November 2014

Development of a novel bioinformatics tool for in silico validation of protein interactions.

scientific article published on 7 June 2010

Discussion of "The New Role of Biomedical Informatics in the Age of Digital Medicine".

scientific article published on 15 August 2016

Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data

EPMA-World Congress 2015

scientific article

Exploring Wound-Healing Genomic Machinery with a Network-Based Approach.

scientific article published on 21 June 2017

Exposome informatics: considerations for the design of future biomedical research information systems

scientific article

Expression of estrogen and androgen receptors in differentiated thyroid cancer: an additional criterion to assess the patient's risk

scientific article published on 18 June 2012

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

scientific article

From data to the decision: A software architecture to integrate predictive modelling in clinical settings.

scientific article

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

scientific article

Gene network analysis: from heart development to cardiac therapy.

scientific article published on 18 September 2014

Genetic Analysis Reveals a Longevity-Associated Protein Modulating Endothelial Function and Angiogenesis

scientific article

Genetic association studies for gene expressions: permutation-based mutual information in a comparison with standard ANOVA and as a novel approach for feature selection

scientific article

Going mobile with a multiaccess service for the management of diabetic patients.

scientific article published on September 2007

Hierarchical Naive Bayes for genetic association studies

scientific article

How to improve fuzzy-neural system modeling by means of qualitative simulation

scientific article published on 01 January 2000

Hydroquinidine Prevents Life-Threatening Arrhythmic Events in Patients With Short QT Syndrome.

scientific article

INDIV-3D. A new model for INdividual Data Integration and Visualisation using spatial coordinates

scientific article

Iatrogenic hypoglycemia secondary to tight glucose control is an independent determinant for mortality and cardiac morbidity☆ ⬇️

scientific article published on January 21, 2011

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 data and knowledge management to better integrate health care and research.

scientific article

Improving molecular diagnosis in epilepsy by a dedicated high-throughput sequencing platform

scientific article

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

scientific article

Inferring cell cycle feedback regulation from gene expression data

scientific article

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

Integrated Multi-Omics Analyses in Oncology: A Review of Machine Learning Methods and Tools

scientific article published on 30 June 2020

Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring

scientific article published on 17 October 2019

Integration of Administrative, Clinical, and Environmental Data to Support the Management of Type 2 Diabetes Mellitus: From Satellites to Clinical Care

scientific article published in December 2015

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study

scientific article published on 11 October 2021

International Electronic Health Record-Derived COVID-19 Clinical Course Profiles: The 4CE Consortium

scientific article published on 18 April 2020

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

scientific article published on 19 August 2020

Interplay Between Genetic Substrate, QTc Duration, and Arrhythmia Risk in Patients With Long QT Syndrome

scientific article published on 01 April 2018

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

Linc00941 is a novel TGFβ target that primes papillary thyroid cancer metastatic behavior by regulating the expression of Cadherin 6

scientific article published on 04 June 2020

Lower motor neuron disease with respiratory failure caused by a novel MAPT mutation

scientific article published on 07 May 2014

MTGO-SC, A Tool to Explore Gene Modules in Single-Cell RNA Sequencing Data

scientific article published on 09 October 2019

MTGO: PPI Network Analysis Via Topological and Functional Module Identification.

scientific article published on 3 April 2018

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

Maximal stiffness evaluation by real-time ultrasound elastography, an improved tool for the differential diagnosis of thyroid nodules.

scientific article

Met-Activating Genetically Improved Chimeric Factor-1 Promotes Angiogenesis and Hypertrophy in Adult Myogenesis.

scientific article published in February 2017

Meta-analysis of the effect of the use of computer-based systems on the metabolic control of patients with diabetes mellitus.

scientific article published in January 2001

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

scientific article

Mining Health Care Administrative Data with Temporal Association Rules on Hybrid Events ⬇️

scientific article published on December 20, 2010

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

Monitoring Artificial Pancreas Trials Through Agent-based Technologies: A Case Report

scientific article

Multi-access Services for the Management of Diabetes Mellitus: The M2DM Project

Multicentre registry of brain-injured patients with disorder of consciousness: rationale and preliminary data.

scientific article published in January 2018

Multivariate Methods for Genetic Variants Selection and Risk Prediction in Cardiovascular Diseases

scientific article

Multivariate analysis based on linear and non-linear FHR parameters for the identification of IUGR fetuses.

scientific article published on August 2014

Network-based target ranking for polypharmacological therapies.

scientific article published on 10 July 2013

Ontology-Driven Real World Evidence Extraction from Clinical Narratives

scientific article published on 01 August 2019

Optimal marker placement in hadrontherapy: intelligent optimization strategies with augmented Lagrangian pattern search.

scientific article

PaPI: pseudo amino acid composition to score human protein-coding variants.

scientific article published on 19 April 2015

Patient similarity for precision medicine: A systematic review

scientific article published on 01 June 2018

Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform

scientific article published on 24 December 2019

Phenotype forecasting with SNPs data through gene-based Bayesian networks

scientific article

Phenotypic and genotypic data integration and exploration through a web-service architecture

scientific article

Polymorphisms in the NOS1AP gene modulate QT interval duration and risk of arrhythmias in the long QT syndrome.

scientific article

Precedence Temporal Networks to represent temporal relationships in gene expression data

scientific article

Prediction of peptide reactivity with human IVIg through a knowledge-based approach.

scientific article

Predictive data mining in clinical medicine: current issues and guidelines

scientific article

Progress in Characterizing the Human Exposome: a Key Step for Precision Medicine

scientific article published on 17 April 2020

Protocol-based reasoning in diabetic patient management.

scientific article published in January 1999

Qualitative models and fuzzy systems: an integrated approach for learning from data.

scientific article

Quantitative Expression of the Mutated Lamin A/C Gene in Patients With Cardiolaminopathy

article

Random walk models for bayesian clustering of gene expression profiles

scientific article published on 01 January 2005

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

SCOR: A secure international informatics infrastructure to investigate COVID-19

scientific article published on 10 July 2020

Serum BPIFB4 levels classify health status in long-living individuals.

scientific article published on 15 December 2015

Smartphone-Based Self-Management of Non-Insulin-Dependent Diabetes: A Japanese System at Use by an Italian Patients' Cohort

article

Stage prediction of embryonic stem cell differentiation from genome-wide expression data

scientific article

Stochastic model search with binary outcomes for genome-wide association studies ⬇️

scientific article published on April 25, 2012

Supervised methods to extract clinical events from cardiology reports in Italian

scientific article published on 28 May 2019

Supporting Translational Research on Inherited Cardiomyopathies through Information Technology

scientific article published on 28 February 2013

Supporting decisions in medical applications: the knowledge management perspective.

scientific article published in December 2002

Supporting regenerative medicine by integrative dimensionality reduction.

scientific article published on 5 July 2012

SurvMaximin: Robust federated approach to transporting survival risk prediction models

scientific article published in 2022

TGFβ1-induced Baf60c regulates both smooth muscle cell commitment and quiescence

scientific journal article

Taste receptors, innate immunity and longevity: the case of TAS2R16 gene

article

Template for preparation of papers for IEEE sponsored conferences & symposia.

scientific article

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

scientific article

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

scientific article

Temporal data mining for the quality assessment of hemodialysis services

scientific article

Temporal electronic phenotyping by mining careflows of breast cancer patients.

scientific article published on 2 January 2017

The Genetic Landscape of Renal Complications in Type 1 Diabetes

scientific article

The MOGE(S) Classification for a Phenotype-Genotype Nomenclature of Cardiomyopathy: Endorsed by the World Heart Federation

scientific article

The ONCO-I2b2 project: integrating biobank information and clinical data to support translational research in oncology

scientific article published on January 1, 2011

The relationship between focal seizures and sleep: an analysis of the cyclic alternating pattern.

scientific article published on 26 September 2005

The two tryptophans of β2-microglobulin have distinct roles in function and folding and might represent two independent responses to evolutionary pressure

scientific article

Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes.

scientific article published on 29 July 2015

Three thiamine analogues differently alter thiamine transport and metabolism in nervous tissue: an in vivo kinetic study using rats.

scientific article

TimeClust: a clustering tool for gene expression time series.

scientific article published on 6 December 2007

Towards knowledge-based gene expression data mining

scientific article

Transcriptional profiles of mating-responsive genes from testes and male accessory glands of the Mediterranean fruit fly, Ceratitis capitata

scientific article

Trusting telemedicine: A discussion on risks, safety, legal implications and liability of involved stakeholders

scientific article published on 31 January 2018

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

scientific article published on 15 July 2020

What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project

scientific article published on 16 August 2019

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