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1

The coming of age of artificial intelligence in medicine

Vimla L. Patel, Edward H. Shortliffe, Mario Stefanelli, Peter Szolovits, Michael R. Berthold, Riccardo Bellazzi, Ameen Abu-Hanna

Journal:

Artificial Intelligence in Medicine

Year:

2009

Language:

english

File:

PDF, 194 KB

english, 2009

2

Predictive data mining in clinical medicine: a focus on selected methods and applications

Riccardo Bellazzi, Fulvia Ferrazzi, Lucia Sacchi

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2011

Language:

english

File:

PDF, 286 KB

english, 2011

3

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

Peek, Niels, Combi, Carlo, Marin, Roque, Bellazzi, Riccardo

Journal:

Artificial Intelligence in Medicine

Year:

2015

Language:

english

File:

PDF, 956 KB

english, 2015

4

Artificial intelligence in medicine AIME’07

Riccardo Bellazzi, Ameen Abu-Hanna

Journal:

Artificial Intelligence in Medicine

Year:

2009

Language:

english

File:

PDF, 121 KB

english, 2009

5

[IEEE 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Milan, Italy (2015.8.25-2015.8.29)] 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Improving risk-stratification of Diabetes complications using temporal data mining

Sacchi, Lucia, Dagliati, Arianna, Segagni, Daniele, Leporati, Paola, Chiovato, Luca, Bellazzi, Riccardo

Year:

2015

Language:

english

File:

PDF, 745 KB

english, 2015

6

Artificial Intelligence in Medicine AIME 2015

Holmes, John H., Sacchi, Lucia, Bellazzi, Riccardo, Peek, Niels

Journal:

Artificial Intelligence in Medicine

Year:

2017

Language:

english

File:

PDF, 174 KB

english, 2017

7

Drug Delivery Optimization through Bayesian Networks: An Application to Erythropoietin Therapy in Uremic Anemia

Riccardo Bellazzi

Journal:

Computers and Biomedical Research

Year:

1993

File:

PDF, 600 KB

1993

8

Data mining with Temporal Abstractions: learning rules from time series

Lucia Sacchi, Cristiana Larizza, Carlo Combi, Riccardo Bellazzi

Journal:

Data Mining and Knowledge Discovery

Year:

2007

Language:

english

File:

PDF, 719 KB

english, 2007

9

Design, Methods, and Evaluation Directions of a Multi-Access Service for the Management of Diabetes Mellitus Patients

Bellazzi, Riccardo, Arcelloni, Marco, Bensa, Giuliana, Blankenfeld, Hannes, Brugués, Eulàlia, Carson, Ewart, Cobelli, Claudio, Cramp, Derek, D'Annunzio, Giuseppe, De Cata, Pasquale

Journal:

Diabetes Technology & Therapeutics

Year:

2003

Language:

english

File:

PDF, 151 KB

english, 2003

10

Predictive data mining in clinical medicine: Current issues and guidelines

Riccardo Bellazzi, Blaz Zupan

Journal:

International Journal of Medical Informatics

Year:

2008

Language:

english

File:

PDF, 1.08 MB

english, 2008

11

Cased-Based Reasoning for medical knowledge-based systems

Rainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl

Journal:

International Journal of Medical Informatics

Year:

2001

Language:

english

File:

PDF, 252 KB

english, 2001

12

The MOGE(S) Classification of Cardiomyopathy for Clinicians

Arbustini, Eloisa, Narula, Navneet, Tavazzi, Luigi, Serio, Alessandra, Grasso, Maurizia, Favalli, Valentina, Bellazzi, Riccardo, Tajik, Jamil A., Bonow, Robert O., Fuster, Valentin, Narula, Jagat

Journal:

Journal of the American College of Cardiology

Year:

2014

Language:

english

File:

PDF, 2.93 MB

english, 2014

13

[IEEE 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) - Valencia, Spain (2014.6.1-2014.6.4)] IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) - A proposal of architecture to share patients data out of healthcare settings for research purposes

Hernandez, Liss, Onieva, Jorge, Fico, Giuseppe, Cancela, Jorge, Dagliati, Arianna, Bucalo, Mauro, Sacchi, Lucia, Bellazzi, Riccardo, Arredondo, Maria T.

Year:

2014

Language:

english

File:

PDF, 637 KB

english, 2014

14

Management of Patients with Diabetes Through Information Technology: Tools for Monitoring and Control of the Patients' Metabolic Behavior

Bellazzi, Riccardo, Arcelloni, Marco, Ferrari, Pietro, Decata, Pasquale, Elena Hernando, M., García, Angel, Gazzaruso, Carmine, Gómez, Enrique J., Larizza, Cristiana, Fratino, Pietro, Stefanelli, Mari

Journal:

Diabetes Technology & Therapeutics

Year:

2004

Language:

english

File:

PDF, 198 KB

english, 2004

15

[Lecture Notes in Computer Science] Artificial Intelligence in Medicine Volume 9105 || A General Approach to Represent and Query Now-Relative Medical Data in Relational Databases

Holmes, John H., Bellazzi, Riccardo, Sacchi, Lucia, Peek, Niels

Year:

2015

Language:

english

File:

PDF, 198 KB

english, 2015

16

[IEEE 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS) - Belfast and Dublin, Ireland (2016.6.20-2016.6.24)] 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS) - Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients

Difrancesco, Sonia, Fraccaro, Paolo, Veer, Sabine N. van der, Alshoumr, Bader, Ainsworth, John, Bellazzi, Riccardo, Peek, Niels

Year:

2016

Language:

english

File:

PDF, 167 KB

english, 2016

17

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

Salvi, Elisa, Bosoni, Pietro, Tibollo, Valentina, Kruijver, Lisanne, Calcaterra, Valeria, Sacchi, Lucia, Bellazzi, Riccardo, Larizza, Cristiana

Journal:

Year:

2019

Language:

english

File:

PDF, 6.68 MB

english, 2019

18

Dataset on linear and non-linear indices for discriminating healthy and IUGR fetuses

Signorini, Maria G., Pini, NicolÃ², Malovini, Alberto, Bellazzi, Riccardo, Magenes, Giovanni

Journal:

Year:

2020

Language:

english

File:

PDF, 237 KB

english, 2020

19

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

Raffaele Manni, Elena Zambrelli, Riccardo Bellazzi, Michele Terzaghi

Journal:

Epilepsy Research

Year:

2005

Language:

english

File:

PDF, 208 KB

english, 2005

20

Dynamic probabilistic networks for modelling and identifying dynamic systems: a MCMC approach

Riccardo Bellazzi, Paolo Magni, Giuseppe De Nicolao

Journal:

Intelligent Data Analysis

Year:

1997

Language:

english

File:

PDF, 1.24 MB

english, 1997

21

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

Maurizio Zuccotti, Valeria Merico, Lucia Sacchi, Michele Bellone, Thore C Brink, Riccardo Bellazzi, Mario Stefanelli, Carlo Alberto Redi, Silvia Garagna, James Adjaye

Journal:

BMC Developmental Biology

Year:

2008

Language:

english

File:

PDF, 1.36 MB

english, 2008

22

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

Sara Raimondi, Nicola Barbarini, Palma Mangione, Gennaro Esposito, Stefano Ricagno, Martino Bolognesi, Irene Zorzoli, Loredana Marchese, Cristina Soria, Riccardo Bellazzi, Maria Monti, Monica Stoppini

Journal:

BMC Evolutionary Biology

Year:

2011

Language:

english

File:

PDF, 4.91 MB

english, 2011

23

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

Maurizio Zuccotti, Valeria Merico, Michele Bellone, Francesca Mulas, Lucia Sacchi, Paola Rebuzzini, Alessandro Prigione, Carlo A Redi, Riccardo Bellazzi, James Adjaye, Silvia Garagna

Journal:

Year:

2011

Language:

english

File:

PDF, 6.27 MB

english, 2011

24

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

Paolo Magni, Riccardo Bellazzi

Journal:

Statistics in Medicine

Year:

2004

Language:

english

File:

PDF, 443 KB

english, 2004

25

Experimental subarachnoid hemorrhage: Events related to anti-oxidant enzymatic systems and eicosanoid peroxide enhancement

Paolo Gaetani, Riccardo Rodriguez y Baena, Silvana Quaglini, Riccardo Bellazzi, Carla Cafè, Carla Torri, Fulvio Marzatico

Journal:

Neurochemical Research

Year:

1994

Language:

english

File:

PDF, 558 KB

english, 1994

26

In Vivostudy of the kinetics of thiamine and its phosphoesters in the deafferented rat cerebellum

Andrea Nauti, Cesare Patrini, Carlo Reggiani, Adalberto Merighi, Riccardo Bellazzi, Gianguido Rindi

Journal:

Metabolic Brain Disease

Year:

1997

Language:

english

File:

PDF, 997 KB

english, 1997

27

Different molecular mechanisms causing 9p21 deletions in acute lymphoblastic leukemia of childhood

Francesca Novara, Silvana Beri, Maria Ester Bernardo, Riccardo Bellazzi, Alberto Malovini, Roberto Ciccone, Angela Maria Cometa, Franco Locatelli, Roberto Giorda, Orsetta Zuffardi

Journal:

Year:

2009

Language:

english

File:

PDF, 593 KB

english, 2009

28

In VivoStudy of the Kinetics of Thiamine and its Phosphoesters in the Deafferented Rat Cerebellum

Andrea Nauti, Cesare Patrini, Carlo Reggiani, Adalberto Merighi, Riccardo Bellazzi, Gianguido Rindi

Journal:

Metabolic Brain Disease

Year:

1997

Language:

english

File:

PDF, 1.67 MB

english, 1997

29

Although people with diabetes mellitus may prefer blood glucose self-monitoring, evidence does not suggest improved outcomes relative to urine testing

Riccardo Bellazzi

Journal:

Evidence-based Healthcare

Year:

2001

File:

PDF, 513 KB

2001

30

Bayesian Identification of a Population Compartmental Model of C-Peptide Kinetics

Paolo Magni, Riccardo Bellazzi, Giovanni Sparacino, Claudio Cobelli

Journal:

Annals of Biomedical Engineering

Year:

2000

Language:

english

File:

PDF, 119 KB

english, 2000

31

A Hybrid Input-Output Approach to Model Metabolic Systems: An Application to Intracellular Thiamine Kinetics

Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi, Cesare Patrini

Journal:

Journal of Biomedical Informatics

Year:

2001

Language:

english

File:

PDF, 886 KB

english, 2001

32

Reusable influence diagrams

Riccardo Bellazzi, Silvana Quaglini

Journal:

Artificial Intelligence in Medicine

Year:

1994

Language:

english

File:

PDF, 1.37 MB

english, 1994

33

Learning temporal probabilistic causal models from longitudinal data

Alberto Riva, Riccardo Bellazzi

Journal:

Artificial Intelligence in Medicine

Year:

1996

Language:

english

File:

PDF, 1.22 MB

english, 1996

34

Adaptive controllers for intelligent monitoring

Riccardo Bellazzi, Carlo Siviero, Mario Stefanelli, Giuseppe De Nicolao

Journal:

Artificial Intelligence in Medicine

Year:

1995

Language:

english

File:

PDF, 1.67 MB

english, 1995

35

Case-based retrieval to support the treatment of end stage renal failure patients

Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi

Journal:

Artificial Intelligence in Medicine

Year:

2006

Language:

english

File:

PDF, 646 KB

english, 2006

36

Knowledge-based data analysis and interpretation

Blaz Zupan, John H. Holmes, Riccardo Bellazzi

Journal:

Artificial Intelligence in Medicine

Year:

2006

Language:

english

File:

PDF, 91 KB

english, 2006

37

Temporal data mining for the quality assessment of hemodialysis services

Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi

Journal:

Artificial Intelligence in Medicine

Year:

2005

Language:

english

File:

PDF, 441 KB

english, 2005

38

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

Marion Verduijn, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A.J.M. de Mol

Journal:

Artificial Intelligence in Medicine

Year:

2007

Language:

english

File:

PDF, 340 KB

english, 2007

39

Mario Stefanelli, 1945–2010

Riccardo Bellazzi, Carlo Combi, Silvana Quaglini

Journal:

Artificial Intelligence in Medicine

Year:

2011

Language:

english

File:

PDF, 262 KB

english, 2011

40

TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions

Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan

Journal:

International Journal of Medical Informatics

Year:

2005

Language:

english

File:

PDF, 703 KB

english, 2005

41

Inferring gene regulatory networks by integrating static and dynamic data

Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Angelo Nuzzo, Uroš Petrovič, Riccardo Bellazzi

Journal:

International Journal of Medical Informatics

Year:

2007

Language:

english

File:

PDF, 945 KB

english, 2007

42

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

Riccardo Bellazzi, Lucia Sacchi, Ezio Caffi, Amedeo de Vincenzi, Maurizio Nai, Francesco Manicone, Cristiana Larizza, Roberto Bellazzi

Journal:

International Journal of Medical Informatics

Year:

2012

Language:

english

File:

PDF, 687 KB

english, 2012

43

Towards knowledge-based gene expression data mining

Riccardo Bellazzi, Blaž Zupan

Journal:

Journal of Biomedical Informatics

Year:

2007

Language:

english

File:

PDF, 1.54 MB

english, 2007

44

Precedence Temporal Networks to represent temporal relationships in gene expression data

Lucia Sacchi, Cristiana Larizza, Paolo Magni, Riccardo Bellazzi

Journal:

Journal of Biomedical Informatics

Year:

2007

Language:

english

File:

PDF, 653 KB

english, 2007

45

An automated reasoning framework for translational research

Alberto Riva, Angelo Nuzzo, Mario Stefanelli, Riccardo Bellazzi

Journal:

Journal of Biomedical Informatics

Year:

2010

Language:

english

File:

PDF, 549 KB

english, 2010

46

Professor Mario Stefanelli (1945–2010)

Vimla L. Patel, Riccardo Bellazzi, Silvana Quaglin

Journal:

Journal of Biomedical Informatics

Year:

2010

Language:

english

File:

PDF, 224 KB

english, 2010

47

Corrigendum to “In Memoriam: ‘Professor Mario Stefanelli (1945–2010)’” [J Biomed Inform (2010) 859–60]

Vimla Patel, Riccardo Bellazzi, Silvana Quaglini

Journal:

Journal of Biomedical Informatics

Year:

2011

File:

PDF, 109 KB

2011

48

Inferring cell cycle feedback regulation from gene expression data

Fulvia Ferrazzi, Felix B. Engel, Erxi Wu, Annie P. Moseman, Isaac S. Kohane, Riccardo Bellazzi, Marco F. Ramoni

Journal:

Journal of Biomedical Informatics

Year:

2011

Language:

english

File:

PDF, 1.01 MB

english, 2011

49

Computer-based genealogy reconstruction in founder populations

Giuseppe Milani, Corrado Masciullo, Cinzia Sala, Riccardo Bellazzi, Iwan Buetti, Giorgio Pistis, Michela Traglia, Daniela Toniolo, Cristiana Larizza

Journal:

Journal of Biomedical Informatics

Year:

2011

Language:

english

File:

PDF, 406 KB

english, 2011

50

Diabetic patients management exploiting case-based reasoning techniques

Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Giuseppe d’Annunzio, Stefano Fiocchi, Mario Stefanelli

Journal:

Computer Methods and Programs in Biomedicine

Year:

2000

Language:

english

File:

PDF, 568 KB

english, 2000

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