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Research Output 1991 2020

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Conference contribution
2019

A rule-based expert system for automatic implementation of somatic variant clinical interpretation guidelines

Nicora, G., Limongelli, I., Cova, R., Della Porta, M. G., Malcovati, L., Cazzola, M. & Bellazzi, R., Jan 1 2019, Artificial Intelligence in Medicine - 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Proceedings. Wilk, S., ten Teije, A. & Riaño, D. (eds.). Springer Verlag, p. 114-119 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11526 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rule-based Systems
Expert System
Expert systems
Oncology
Biomarkers
2016

Combining unsupervised and supervised learning for discovering disease subclasses

Bosoni, P., Tucker, A., Bellazzi, R., Nihtyanova, S. I. & Denton, C. P., Aug 16 2016, Proceedings - IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-August. p. 225-226 2 p. 7545990

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised learning
Supervised learning
Learning
Health
Systemic Scleroderma

Learning T2D evolving complexity from EMR and administrative data by means of Continuous time Bayesian networks

Marini, S., Dagliati, A., Sacchi, L. & Bellazzi, R., 2016, HEALTHINF 2016 - 9th International Conference on Health Informatics, Proceedings; Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016. SciTePress, p. 338-344 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayesian networks
Electronic medical equipment
Data warehouses
Hemoglobin
Cholesterol
13 Citations (Scopus)

Out-of-home activity recognition from GPS data in schizophrenic patients

Difrancesco, S., Fraccaro, P., Veer, S. N. V. D., Alshoumr, B., Ainsworth, J., Bellazzi, R. & Peek, N., Aug 16 2016, Proceedings - IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-August. p. 324-328 5 p. 7546011

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Global positioning system
Smartphones
Semantics
Ambulatory Care
Monitoring
2015

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

Alloni, A., Lanzola, G., Triulzi, F., Bellazzi, R. & Reni, G., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 4306-4309 4 p. 7319347

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pediatrics
Information Centers
Radiology
Magnetic resonance
Nervous System Diseases

A genomic data fusion framework to exploit rare and common variants for association discovery

Marini, S., Limongelli, I., Rizzo, E., Da, T. & Bellazzi, R., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9105. p. 101-105 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9105).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Fusion
Data fusion
Genomics
Collapsing
Gene

Artificial intelligence in medicine: 15th conference on artificial intelligence in medicine, AIME 2015 Pavia, Italy, june 17-20, 2015 proceedings

Holmes, J. H., Bellazzi, R., Sacchi, L. & Peek, N., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9105. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9105).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Collaborative filtering for estimating health related utilities in decision support systems

Parimbelli, E., Quaglini, S., Bellazzi, R. & Holmes, J. H., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9105. p. 106-110 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9105).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collaborative filtering
Collaborative Filtering
Recommender systems
Decision Support Systems
Decision trees
1 Citation (Scopus)

Comparison of probabilistic versus non-probabilistic electronic nose classification methods in an animal model

Colombo, C., Leopold, J. H., Bos, L. D. J., Bellazzi, R. & Abu-Hanna, A., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9105. p. 298-303 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9105).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Animal Model
Animals
Probabilistic Methods
Electronics
Probabilistic Model

Exposome, health and biomedical informatics: An emerging discipline and its interaction with current biomedical informatics

Lopez-Campos, G., Bellazzi, R. & Martin-Sanchez, F., 2015, HEALTHINF 2015 - 8th International Conference on Health Informatics, Proceedings; Part of 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2015. SciTePress, p. 580-584 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Informatics
Health
Public Health Informatics
Health Information Systems
Public health
3 Citations (Scopus)

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

Martinez-Millana, A., Fernandez-Llatas, C., Sacchi, L., Segagni, D., Guillen, S., Bellazzi, R. & Traver, V., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 8161-8164 4 p. 7320288

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information Storage and Retrieval
Software architecture
Software
Mathematics
Type 2 Diabetes Mellitus

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

Segagni, D., Sacchi, L., Dagliati, A., Tibollo, V., Leporati, P., De Cata, P., Chiovato, L. & Bellazzi, R., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 682-686 5 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Informatics
Critical Pathways
Medical problems
Type 2 Diabetes Mellitus
Electronic Health Records
6 Citations (Scopus)

Improving risk-stratification of Diabetes complications using temporal data mining

Sacchi, L., Dagliati, A., Segagni, D., Leporati, P., Chiovato, L. & Bellazzi, R., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 2131-2134 4 p. 7318810

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Mining
Diabetes Complications
Medical problems
Data mining
Disease control
5 Citations (Scopus)

Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case

Marinoni, A., Dagliati, A., Bellazzi, R. & Gamba, P., Nov 10 2015, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 3937-3940 4 p. 7326686

Research output: Chapter in Book/Report/Conference proceedingConference contribution

resource allocation
Air pollution
Air quality
data acquisition
Resource allocation
1 Citation (Scopus)

On the Correlation between Geo-Referenced Clinical Data and Remotely Sensed Air Pollution Maps

Dagliati, A., Marinoni, A., Cerra, C., Gamba, P. & Bellazzi, R., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 1048 1 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Air Pollution
Medical problems
Air pollution
Type 2 Diabetes Mellitus
Health care

Running genome wide data analysis using a parallel approach on a cloud platform

Demartini, A., Capozzi, D., Malovini, A. & Bellazzi, R., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9105. p. 188-192 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9105).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Single nucleotide Polymorphism
Nucleotides
Polymorphism
Data analysis
Genome

Template for preparation of papers for IEEE sponsored conferences & symposia

Segagni, D., Sacchi, L., Dagliati, A., Tibollo, V., Leporati, P., De Cata, P., Cerra, C., Chiovato, L. & Bellazzi, R., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 2123-2126 4 p. 7318808

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic medical equipment
Medical problems
Data mining
Access to Information
Informatics
5 Citations (Scopus)

User requirements for incorporating diabetes modeling techniques in disease management tools

Fico, G., Cancela, J., Arredondo, M. T., Dagliati, A., Sacchi, L., Segagni, D., Millana, A. M., Fernandez-Llatas, C., Traver, V., Sambo, F., Facchinetti, A., Verdu, J., Guillén, A., Bellazzi, R. & Cobelli, C., 2015, 6th European Conference of the International Federation for Medical and Biological Engineering - MBEC 2014. Springer Verlag, Vol. 45. p. 992-995 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Medical problems
2014
12 Citations (Scopus)

A data gathering framework to collect Type 2 diabetes patients data

Dagliati, A., Sacchi, L., Bucalo, M., Segagni, D., Zarkogianni, K., Millana, A. M., Cancela, J., Sambo, F., Fico, G., Barreira, M. T. M., Cerra, C., Nikita, K., Cobelli, C., Chiovato, L., Arredondo, M. T. & Bellazzi, R., 2014, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, p. 244-247 4 p. 6864349

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Medical problems
Type 2 Diabetes Mellitus
Critical Pathways
Informatics
Data Mining
1 Citation (Scopus)

A proposal of architecture to share patients data out of healthcare settings for research purposes

Hernandez, L., Onieva, J., Fico, G., Cancela, J., Dagliati, A., Bucalo, M., Sacchi, L., Bellazzi, R. & Arredondo, M. T., 2014, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, p. 789-792 4 p. 6864482

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health Services Research
Health
Research Personnel
Aging of materials
Demography

Kimimila: A new model to classify ngs short reads by their allele origin

Marinoni, A., Rizzo, E., Gamba, P., Bellazzi, R. & Limongelli, I., Mar 2 2014, Proceedings - 2014 IEEE International Conference on Healthcare Informatics, ICHI 2014. Institute of Electrical and Electronics Engineers Inc., p. 340-342 3 p. 7052508

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alleles
Genome
Technology
High-Throughput Nucleotide Sequencing
Genomics
5 Citations (Scopus)

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

Magenes, G., Bellazzi, R., Fanelli, A. & Signorini, M. G., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1868-1871 4 p. 6943974

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fetal Heart Rate
Fetus
Multivariate Analysis
Growth
Data Mining
6 Citations (Scopus)

Temporal abstractions to enrich Activity-Based Process Mining corpus with clinical time series

Fernandez-Llatas, C., Sacchi, L., Benedi, J. M., Dagliati, A., Traver, V. & Bellazzi, R., 2014, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, p. 785-788 4 p. 6864481

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Clinical Protocols
Pattern recognition
Quality of Health Care
Evidence-Based Medicine
21 Citations (Scopus)

Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients

Dagliati, A., Sacchi, L., Cerra, C., Leporati, P., De Cata, P., Chiovato, L., Holmes, J. H. & Bellazzi, R., 2014, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, p. 240-243 4 p. 6864348

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical Pathways
Data Mining
Medical problems
Type 2 Diabetes Mellitus
Data mining
1 Citation (Scopus)

The Colibri project: A multicenter shared database of magnetic resonance images about rare neurological diseases

Altomare, C., Lanzola, G., Bellazzi, R. & Reni, G., 2014, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, p. 400-403 4 p. 6864387

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pediatrics
Magnetic resonance
Rare Diseases
Magnetic Resonance Spectroscopy
Databases
2 Citations (Scopus)

Use of patient generated data from social media and collaborative filtering for preferences elicitation in shared decision making

Parimbelli, E., Quaglini, S., Napolitano, C., Priori, S., Bellazzi, R. & Holmes, J., 2014, AAAI Fall Symposium - Technical Report. AI Access Foundation, Vol. FS. p. 35-38 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collaborative filtering
Decision support systems
Decision making
Medical applications
Decision trees
2013
7 Citations (Scopus)

A unified medical language system (UMLS) based system for literature-based discovery in medicine

Gabetta, M., Larizza, C. & Bellazzi, R., 2013, Studies in Health Technology and Informatics. 1-2 ed. Vol. 192. p. 412-416 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Literature Based Discovery
Unified Medical Language System
Dilated Cardiomyopathy
Medicine
Publications
1 Citation (Scopus)

INDIV-3D. A new model for INdividual data integration and visualisation using spatial coordinates

Lopez-Campos, G., Bellazzi, R. & Martin-Sanchez, F., 2013, Studies in Health Technology and Informatics. Vol. 190. p. 172-174 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data visualization
Data integration
Geographic Information Systems
Genome
Health
1 Citation (Scopus)

Interest propagation for knowledge extraction and representation

Mulas, F., Del Fabbro, E., Zupan, B. & Bellazzi, R., 2013, Studies in Health Technology and Informatics. IOS Press, Vol. 186. p. 182-186 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information retrieval systems
Information Systems
Proteins
Access to Information
Publications

Knowledge-based identification of multicomponent therapies

Vitali, F., Mulas, F., Marini, P. & Bellazzi, R., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 7885 LNAI. p. 94-98 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7885 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Knowledge-based
Therapy
Drug Discovery
Target
Diabetes Mellitus
2012
4 Citations (Scopus)

CARDIO-i2b2: Integrating arrhythmogenic disease data in i2b2

Segagni, D., Tibollo, V., Dagliati, A., Napolitano, C., Priori, S. G. & Bellazzi, R., 2012, Studies in Health Technology and Informatics. Vol. 180. p. 1126-1128 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Research
Translational Medical Research
Cardiology
Computational Biology
Data warehouses
1 Citation (Scopus)

Development and representation of health indicators with thematic maps

Dalle Carbonare, S., Cerra, C. & Bellazzi, R., 2012, Studies in Health Technology and Informatics. Vol. 180. p. 220-224 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Delivery of Health Care
Data warehouses
Health care
Drug products
2 Citations (Scopus)

ONCO-i2b2: Improve patients selection through case-based information retrieval techniques

Segagni, D., Gabetta, M., Tibollo, V., Zambelli, A., Priori, S. G. & Bellazzi, R., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7348 LNBI. p. 93-99 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7348 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Oncology
Information retrieval
Information Retrieval
Cancer
Query
2011
1 Citation (Scopus)

A data mining library for miRNA annotation and analysis

Nuzzo, A., Beretta, R., Mulas, F., Roobrouck, V., Verfaillie, C., Zupan, B. & Bellazzi, R., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6747 LNAI. p. 80-84 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6747 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MicroRNA
Data mining
Annotation
Data Mining
Genes
1 Citation (Scopus)

Assessing the glucose time course in critically ill patients by a mathematical model

Terranova, N., Magni, P., Bertuzzi, F., Bonomo, M. A. & Bellazzi, R., 2011, IFMBE Proceedings. Vol. 37. p. 299-302 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intensive care units
Glucose
Mathematical models
Insulin
Model structures
1 Citation (Scopus)

Drug-Drug Interactions discovery based on CRFs, SVMs and rule-based methods

Rubrichi, S., Gabetta, M., Bellazzi, R., Larizza, C. & Quaglini, S., 2011, CEUR Workshop Proceedings. Vol. 761. p. 67-74 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Drug interactions
1 Citation (Scopus)

Information technology solutions to support translational research on inherited cardiomyopathies

Bellazzi, R., Larizza, C., Gabetta, M., Milani, G., Bucalo, M., Mulas, F., Nuzzo, A., Favalli, V. & Arbustini, E., 2011, Studies in Health Technology and Informatics. Vol. 169. p. 907-911 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Informatics
Translational Medical Research
Dilated Cardiomyopathy
Cardiomyopathies
Information technology
1 Citation (Scopus)

Ranking and 1-dimensional projection of cell development transcription profiles

Zagar, L., Mulas, F., Bellazzi, R. & Zupan, B., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6747 LNAI. p. 85-89 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6747 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transcription
Ranking
Projection
Cell
Stem cells
13 Citations (Scopus)

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

Segagni, D., Tibollo, V., Dagliati, A., Perinati, L., Zambelli, A., Priori, S. & Bellazzi, R., 2011, Studies in Health Technology and Informatics. Vol. 169. p. 887-891 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Translational Medical Research
Oncology
Software
Merging
Ontology
2010

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

Sacchi, L., D'Ancona, G., Bertuzzi, F. & Bellazzi, R., 2010, Studies in Health Technology and Informatics. PART 1 ed. Vol. 160. p. 1150-1154 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intensive care units
Social Identification
Cluster Analysis
Glucose
Blood Glucose
7 Citations (Scopus)

Text mining approaches for automated literature knowledge extraction and representation

Nuzzo, A., Mulas, F., Gabetta, M., Arbustini, E., Zupan, B., Larizza, C. & Bellazzi, R., 2010, Studies in Health Technology and Informatics. PART 1 ed. Vol. 160. p. 954-958 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Mining
Research Personnel
Natural Language Processing
Search Engine
Genes
3 Citations (Scopus)

Translational bioinformatics: Challenges and opportunities for case-based reasoning and decision support

Bellazzi, R., Larizza, C., Gabetta, M., Milani, G., Nuzzo, A., Favalli, V. & Arbustini, E., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6176 LNAI. p. 1-11 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6176 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Case based reasoning
Case-based Reasoning
Bioinformatics
Decision Support
Cardiomyopathy
2009
1 Citation (Scopus)

An architecture for automated reasoning systems for genome-wide studies

Nuzzo, A., Riva, A., Stefanelli, M. & Bellazzi, R., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5651 LNAI. p. 426-430 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5651 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automated Reasoning
Genome
Genes
What is this
Knowledge Discovery
7 Citations (Scopus)

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

Bellazzi, R., Sacchi, L. & Concaro, S., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. p. 5629-5632 4 p. 5333788

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health care
Patient monitoring
Data Mining
Physiologic Monitoring
Health Personnel
12 Citations (Scopus)

Mining administrative and clinical Diabetes data with Temporal Association Rules

Concaro, S., Sacchi, L., Cerra, C. & Bellazzi, R., 2009, Studies in Health Technology and Informatics. Vol. 150. p. 574-578 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Association rules
Pathology
Medical problems
Health care
Delivery of Health Care
23 Citations (Scopus)

Mining healthcare data with temporal association rules: Improvements and assessment for a practical use

Concaro, S., Sacchi, L., Cerra, C., Fratino, P. & Bellazzi, R., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5651 LNAI. p. 16-25 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5651 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Association rules
Association Rules
Pathology
Taxonomies
Healthcare
35 Citations (Scopus)

Multivariate time series classification with temporal abstractions

Batal, L., Sacchi, L., Bellazzi, R. & Hauskrecht, M., 2009, Proceedings of the 22nd International Florida Artificial Intelligence Research Society Conference, FLAIRS-22. p. 344-349 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Data mining
Learning systems
Classifiers
4 Citations (Scopus)

On quality of different annotation sources for gene expression analysis

Mulas, F., Curk, T., Bellazzi, R. & Zupan, B., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5651 LNAI. p. 421-425 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5651 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gene Expression Analysis
Gene expression
Annotation
Genes
Gene
3 Citations (Scopus)

Temporal data mining of HIV registries: Results from a 25 years follow-up

Chausa, P., Cáceres, C., Sacchi, L., León, A., García, F., Bellazzi, R. & Gómez, E. J., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5651 LNAI. p. 56-60 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5651 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Viruses
Virus
Data mining
Data Mining
Therapy
2008

Analysis and visualization of spatial proteomic data for tissue characterization

Fuchsberger, C., Hübl, H., Schäfer, G., Pelzer, A., Bartsch, G., Klocker, H., Barbarini, N., Bellazzi, R., Wieder, W. & Bonn, G., 2008, Proceedings - IEEE Symposium on Computer-Based Medical Systems. p. 185-190 6 p. 4561984

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visualization
Tissue
Clustering algorithms
Peptides
Proteins