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Research Output 1991 2020

2020

Patient-generated health data integration and advanced analytics for diabetes management: The AID-GM platform

Salvi, E., Bosoni, P., Tibollo, V., Kruijver, L., Calcaterra, V., Sacchi, L., Bellazzi, R. & Larizza, C., Jan 2020, In : Sensors (Switzerland). 20, 1, 128.

Research output: Contribution to journalArticle

Open Access
2019

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

Gabetta, M., Mirabelli, M., Klersy, C., Musella, V., Rizzo, G., Pedrazzoli, P., Barbarini, N., Bellazzi, R. & Larizza, C., Jan 1 2019, In : Studies in Health Technology and Informatics. 258, p. 21-25 5 p.

Research output: Contribution to journalArticle

Data warehouses
Web services
Specifications
Information Storage and Retrieval
Research

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
2 Citations (Scopus)

Pruritus characteristics in a large Italian cohort of psoriatic patients

Psocare Registry Network, Jul 1 2019, In : Journal of the European Academy of Dermatology and Venereology. 33, 7, p. 1316-1324 9 p.

Research output: Contribution to journalArticle

Pruritus
Psoriasis
Genitalia
Italy
Autoimmune Diseases
2018

A dashboard-based system for supporting diabetes care

Dagliati, A., Sacchi, L., Tibollo, V., Cogni, G., Teliti, M., Martinez-Millana, A., Traver, V., Segagni, D., Posada, J., Ottaviano, M., Fico, G., Arredondo, M. T., De Cata, P., Chiovato, L. & Bellazzi, R., May 1 2018, In : Journal of the American Medical Informatics Association : JAMIA. 25, 5, p. 538-547 10 p.

Research output: Contribution to journalArticle

Clinical Decision Support Systems
Type 2 Diabetes Mellitus
Outcome Assessment (Health Care)
Focus Groups
Life Style
Adenosine Monophosphate
Cardiovascular Diseases
Guidelines
Virulence
Inborn Genetic Diseases
1 Citation (Scopus)

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

Torricelli, F., Nicoli, D., Bellazzi, R., Ciarrocchi, A., Farnetti, E., Mastrofilippo, V., Zamponi, R., La Sala, G. B., Casali, B. & Mandato, V. D., May 22 2018, In : Oncotarget. 9, 39, p. 25517-25528 12 p.

Research output: Contribution to journalArticle

Endometrial Neoplasms
Cluster Analysis
Data Mining
Neoplasm Genes
Histology

Incorporating Repeating Temporal Association Rules in Naïve Bayes Classifiers for Coronary Heart Disease Diagnosis

Orphanou, K., Dagliati, A., Sacchi, L., Stassopoulou, A., Keravnou, E. & Bellazzi, R., May 2018, In : Journal of Biomedical Informatics.

Research output: Contribution to journalArticle

Association rules
Coronary Disease
Classifiers

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

Viani, N., Larizza, C., Tibollo, V., Napolitano, C., Priori, S. G., Bellazzi, R. & Sacchi, L., Mar 2018, In : International Journal of Medical Informatics. 111, p. 140-148 9 p.

Research output: Contribution to journalArticle

Information Storage and Retrieval
Language
Episode of Care
Databases
Cardiac Arrhythmias

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

Mazzanti, A., Maragna, R., Vacanti, G., Monteforte, N., Bloise, R., Marino, M., Braghieri, L., Gambelli, P., Memmi, M., Pagan, E., Morini, M., Malovini, A., Ortiz, M., Sacilotto, L., Bellazzi, R., Monserrat, L., Napolitano, C., Bagnardi, V. & Priori, S. G., 2018, In : Journal of the American College of Cardiology. 71, 15, p. 1663-1671 9 p.

Research output: Contribution to journalArticle

MTGO: PPI Network Analysis Via Topological and Functional Module Identification

Vella, D., Marini, S., Vitali, F., Di Silvestre, D., Mauri, G. & Bellazzi, R., Apr 3 2018, In : Scientific Reports. 8, 1, p. 5499

Research output: Contribution to journalArticle

Protein Interaction Maps
Gene Ontology
Proteins
Drug Repositioning
Drug Design

Patient similarity for precision medicine: A systematic review

Parimbelli, E., Marini, S., Sacchi, L. & Bellazzi, R., Jul 2018, In : Journal of Biomedical Informatics. 83, p. 87-96 10 p.

Research output: Contribution to journalReview article

Precision Medicine
Medicine
Data integration
Decision support systems
Health
2017
7 Citations (Scopus)

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

Vecchione, C., Villa, F., Carrizzo, A., Spinelli, C. C., Damato, A., Ambrosio, M., Ferrario, A., Madonna, M., Uccellatore, A., Lupini, S., Maciag, A., Ryskalin, L., Milanesi, L., Frati, G., Sciarretta, S., Bellazzi, R., Genovese, S., Ceriello, A., Auricchio, A., Malovini, A. & 1 others, Puca, A. A., Aug 29 2017, In : Scientific Reports. 7, 1, p. 9706

Research output: Contribution to journalArticle

Nitric Oxide
Blood Pressure
Hypertension
Nitric Oxide Synthase Type III
Gene Frequency
7 Citations (Scopus)

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

Vecchione, C., Villa, F., Carrizzo, A., Spinelli, C. C., Damato, A., Ambrosio, M., Ferrario, A., Madonna, M., Uccellatore, A., Lupini, S., Maciag, A., Ryskalin, L., Milanesi, L., Frati, G., Sciarretta, S., Bellazzi, R., Genovese, S., Ceriello, A., Auricchio, A., Malovini, A. & 1 others, Puca, A. A., Dec 1 2017, In : Scientific Reports. 7, 1, 9706.

Research output: Contribution to journalArticle

Nitric Oxide
Blood Pressure
Hypertension
Nitric Oxide Synthase Type III
Gene Frequency

Beyond cohort selection: An analytics-enabled i2b2

Gabetta, M., Malovini, A., Bucalo, M., Zini, E., Tibollo, V., Priori, S. G., Vettoretti, S., Larizza, C., Bellazzi, R. & Barbarini, N., Jan 1 2017, In : Studies in Health Technology and Informatics. 228, p. 572-576 5 p.

Research output: Contribution to journalArticle

User interfaces
Statistics
Engines
Testing
Survival Analysis
9 Citations (Scopus)

Combining clinical and genomics queries using i2b2 - Three methods

Murphy, S. N., Avillach, P., Bellazzi, R., Phillips, L., Gabetta, M., Eran, A., McDuffie, M. T. & Kohane, I. S., Apr 2017, In : PLoS One. 12, 4, p. e0172187

Research output: Contribution to journalArticle

Data integration
Genomics
Software packages
Medicine
Ontology
16 Citations (Scopus)

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

Mazzanti, A., Maragna, R., Vacanti, G., Kostopoulou, A., Marino, M., Monteforte, N., Bloise, R., Underwood, K., Tibollo, V., Pagan, E., Napolitano, C., Bellazzi, R., Bagnardi, V. & Priori, S. G., Dec 19 2017, In : Journal of the American College of Cardiology. 70, 24, p. 3010-3015 6 p.

Research output: Contribution to journalArticle

Heart Arrest
Therapeutics
hydroquinidine
Quinidine
Sudden Cardiac Death
18 Citations (Scopus)

Machine Learning Methods to Predict Diabetes Complications

Dagliati, A., Marini, S., Sacchi, L., Cogni, G., Teliti, M., Tibollo, V., De Cata, P., Chiovato, L. & Bellazzi, R., May 1 2017, In : Journal of diabetes science and technology. p. 1932296817706375

Research output: Contribution to journalArticle

Diabetes Complications
Medical problems
Learning systems
Data Mining
Pipelines
18 Citations (Scopus)

Temporal electronic phenotyping by mining careflows of breast cancer patients

Dagliati, A., Sacchi, L., Zambelli, A., Tibollo, V., Pavesi, L., Holmes, J. H. & Bellazzi, R., Feb 1 2017, In : Journal of Biomedical Informatics. 66, p. 136-147 12 p.

Research output: Contribution to journalArticle

Data mining
Health
Breast Neoplasms
Delivery of Health Care
Data Mining
35 Citations (Scopus)

The Genetic Landscape of Renal Complications in Type 1 Diabetes

Sandholm, N., Van Zuydam, N., Ahlqvist, E., Juliusdottir, T., Deshmukh, H. A., Rayner, N. W., Di Camillo, B., Forsblom, C., Fadista, J., Ziemek, D., Salem, R. M., Hiraki, L. T., Pezzolesi, M., Trégouët, D., Dahlström, E., Valo, E., Oskolkov, N., Ladenvall, C., Marcovecchio, M. L., Cooper, J. & 26 others, Sambo, F., Malovini, A., Manfrini, M., McKnight, A. J., Lajer, M., Harjutsalo, V., Gordin, D., Parkkonen, M., Lyssenko, V., McKeigue, P. M., Rich, S. S., Brosnan, M. J., Fauman, E., Bellazzi, R., Rossing, P., Hadjadj, S., Krolewski, A., Paterson, A. D., Hirschhorn, J. N., Maxwell, A. P., Cobelli, C., Colhoun, H. M., Groop, L., McCarthy, M. I., Groop, P-H. & FinnDiane Study Group, Jaakko Tuomilehto, Feb 2017, In : Journal of the American Society of Nephrology : JASN. 28, 2, p. 557-574 18 p.

Research output: Contribution to journalArticle

Diabetic Nephropathies
Type 1 Diabetes Mellitus
Kidney
Exome
Pentoses
2016
1 Citation (Scopus)

A Data Fusion Approach to Enhance Association Study in Epilepsy

Marini, S., Limongelli, I., Rizzo, E., Malovini, A., Errichiello, E., Vetro, A., Da, T., Zuffardi, O. & Bellazzi, R., Dec 1 2016, In : PLoS One. 11, 12, e0164940.

Research output: Contribution to journalArticle

epilepsy
Data fusion
Epilepsy
Genes
Protein Interaction Domains and Motifs

A Data Fusion Approach to Enhance Association Study in Epilepsy

Marini, S., Limongelli, I., Rizzo, E., Malovini, A., Errichiello, E., Vetro, A., Da, T., Zuffardi, O. & Bellazzi, R., Dec 1 2016, In : PLoS One. 11, 12, e0164940.

Research output: Contribution to journalArticle

epilepsy
Data fusion
Epilepsy
Genes
Protein Interaction Domains and Motifs
15 Citations (Scopus)

A network-based data integration approach to support drug repurposing and multi-Target therapies in triple negative breast cancer

Vitali, F., Cohen, L. D., Demartini, A., Amato, A., Eterno, V., Zambelli, A. & Bellazzi, R., Sep 1 2016, In : PLoS One. 11, 9, e0162407.

Research output: Contribution to journalArticle

Drug Repositioning
Triple Negative Breast Neoplasms
Data integration
breast neoplasms
drugs
55 Citations (Scopus)

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

Mazzanti, A., Ng, K., Faragli, A., Maragna, R., Chiodaroli, E., Orphanou, N., Monteforte, N., Memmi, M., Gambelli, P., Novelli, V., Bloise, R., Moro, G., Tibollo, V., Morini, M., Bellazzi, R., Napolitano, C., Bagnardi, V. & Priori, S. G., Dec 13 2016, In : Journal of the American College of Cardiology. 68, 23, p. 2540-2550 11 p.

Research output: Contribution to journalArticle

Arrhythmogenic Right Ventricular Dysplasia
Cardiac Arrhythmias
Syncope
Ventricular Tachycardia
Exercise
72 Citations (Scopus)

Clinical effects of driver somatic mutations on the outcomes of patients with myelodysplastic syndromes treated with allogeneic hematopoietic stem-cell transplantation

Della Porta, M. G., Gallì, A., Bacigalupo, A., Zibellini, S., Bernardi, M., Rizzo, E., Allione, B., Van Lint, M. T., Pioltelli, P., Marenco, P., Bosi, A., Voso, M. T., Sica, S., Cuzzola, M., Angelucci, E., Rossi, M., Ubezio, M., Malovini, A., Limongelli, I., Ferretti, V. V. & 17 others, Spinelli, O., Tresoldi, C., Pozzi, S., Luchetti, S., Pezzetti, L., Catricalà, S., Milanesi, C., Riva, A., Bruno, B., Ciceri, F., Bonifazi, F., Bellazzi, R., Papaemmanuil, E., Santoro, A., Alessandrino, E. P., Rambaldi, A. & Cazzola, M., Oct 20 2016, In : Journal of Clinical Oncology. 34, 30, p. 3627-3637 11 p.

Research output: Contribution to journalArticle

Hematopoietic Stem Cell Transplantation
Myelodysplastic Syndromes
Acute Myeloid Leukemia
Mutation
Survival

Clinical effects of driver somatic mutations on the outcomes of patients with myelodysplastic syndromes treated with allogeneic hematopoietic stem-cell transplantation

Della Porta, M. G., Gallì, A., Bacigalupo, A., Zibellini, S., Bernardi, M., Rizzo, E., Allione, B., Van Lint, M. T., Pioltelli, P., Marenco, P., Bosi, A., Voso, M. T., Sica, S., Cuzzola, M., Angelucci, E., Rossi, M., Ubezio, M., Malovini, A., Limongelli, I., Ferretti, V. V. & 17 others, Spinelli, O., Tresoldi, C., Pozzi, S., Luchetti, S., Pezzetti, L., Catricala, S., Milanesi, C., Riva, A., Bruno, B., Ciceri, F., Bonifazi, F., Bellazzi, R., Papaemmanuil, E., Santoro, A., Alessandrino, E. P., Rambaldi, A. & Cazzola, M., Oct 20 2016, In : Journal of Clinical Oncology. 34, 30, p. 3627-3637 11 p.

Research output: Contribution to journalArticle

Hematopoietic Stem Cell Transplantation
Myelodysplastic Syndromes
Acute Myeloid Leukemia
Mutation
Survival

Clinical effects of driver somatic mutations on the outcomes of patients with myelodysplastic syndromes treated with allogeneic hematopoietic stem-cell transplantation

Della Porta, M. G., Gallì, A., Bacigalupo, A., Zibellini, S., Bernardi, M., Rizzo, E., Allione, B., Van Lint, M. T., Pioltelli, P., Marenco, P., Bosi, A., Voso, M. T., Sica, S., Cuzzola, M., Angelucci, E., Rossi, M., Ubezio, M., Malovini, A., Limongelli, I., Ferretti, V. V. & 17 others, Spinelli, O., Tresoldi, C., Pozzi, S., Luchetti, S., Pezzetti, L., Catricala, S., Milanesi, C., Riva, A., Bruno, B., Ciceri, F., Bonifazi, F., Bellazzi, R., Papaemmanuil, E., Santoro, A., Alessandrino, E. P., Rambaldi, A. & Cazzola, M., Oct 20 2016, In : Journal of Clinical Oncology. 34, 30, p. 3627-3637 11 p.

Research output: Contribution to journalArticle

Hematopoietic Stem Cell Transplantation
Myelodysplastic Syndromes
Acute Myeloid Leukemia
Mutation
Survival

Clinical effects of driver somatic mutations on the outcomes of patients with myelodysplastic syndromes treated with allogeneic hematopoietic stem-cell transplantation

Della Porta, M. G., Gallì, A., Bacigalupo, A., Zibellini, S., Bernardi, M., Rizzo, E., Allione, B., Van Lint, M. T., Pioltelli, P., Marenco, P., Bosi, A., Voso, M. T., Sica, S., Cuzzola, M., Angelucci, E., Rossi, M., Ubezio, M., Malovini, A., Limongelli, I., Ferretti, V. V. & 17 others, Spinelli, O., Tresoldi, C., Pozzi, S., Luchetti, S., Pezzetti, L., Catricala, S., Milanesi, C., Riva, A., Bruno, B., Ciceri, F., Bonifazi, F., Bellazzi, R., Papaemmanuil, E., Santoro, A., Alessandrino, E. P., Rambaldi, A. & Cazzola, M., Oct 20 2016, In : Journal of Clinical Oncology. 34, 30, p. 3627-3637 11 p.

Research output: Contribution to journalArticle

Hematopoietic Stem Cell Transplantation
Myelodysplastic Syndromes
Acute Myeloid Leukemia
Mutation
Survival

Clinical effects of driver somatic mutations on the outcomes of patients with myelodysplastic syndromes treated with allogeneic hematopoietic stem-cell transplantation

Della Porta, M. G., Gallì, A., Bacigalupo, A., Zibellini, S., Bernardi, M., Rizzo, E., Allione, B., Van Lint, M. T., Pioltelli, P., Marenco, P., Bosi, A., Voso, M. T., Sica, S., Cuzzola, M., Angelucci, E., Rossi, M., Ubezio, M., Malovini, A., Limongelli, I., Ferretti, V. V. & 17 others, Spinelli, O., Tresoldi, C., Pozzi, S., Luchetti, S., Pezzetti, L., Catricala, S., Milanesi, C., Riva, A., Bruno, B., Ciceri, F., Bonifazi, F., Bellazzi, R., Papaemmanuil, E., Santoro, A., Alessandrino, E. P., Rambaldi, A. & Cazzola, M., Oct 20 2016, In : Journal of Clinical Oncology. 34, 30, p. 3627-3637 11 p.

Research output: Contribution to journalArticle

Hematopoietic Stem Cell Transplantation
Myelodysplastic Syndromes
Acute Myeloid Leukemia
Mutation
Survival

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
5 Citations (Scopus)

Discussion of “the new role of biomedical informatics in the age of digital medicine”

Al-Shorbaji, N., Bellazzi, R., de Quiros, F. G. B., Koch, S., Kulikowski, C. A., Lovell, N. H., Maojo, V., Park, H. A., Sanz, F., Sarkar, I. N. & Tanaka, H., 2016, In : Methods of Information in Medicine. 55, 5, p. 403-421 19 p.

Research output: Contribution to journalArticle

Informatics
Medicine

Guest Editorial IEEE EMBC 2015

Angelini, E. D., Bellazzi, R., Besio, W. & Linguraru, M., Sep 1 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 5, p. 1215 1 p., 7558273.

Research output: Contribution to journalEditorial

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
4 Citations (Scopus)

3D culture of ovarian follicles: A system towards their engineering?

Zuccotti, M., Merico, V., Rebuzzini, P., Belli, M., Vigone, G., Mulas, F., Fassina, L., Wruck, W., Adjaye, J., Bellazzi, R. & Garagna, S., 2015, In : International Journal of Developmental Biology. 59, 4-6, p. 211-216 6 p.

Research output: Contribution to journalArticle

Ovarian Follicle
Health Priorities
Tissue Engineering
Infertility
Oocytes

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
16 Citations (Scopus)

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

Marini, S., Trifoglio, E., Barbarini, N., Sambo, F., Di Camillo, B., Malovini, A., Manfrini, M., Cobelli, C. & Bellazzi, R., Oct 1 2015, In : Journal of Biomedical Informatics. 57, p. 369-376 8 p.

Research output: Contribution to journalArticle

Bayesian networks
Medical problems
Type 1 Diabetes Mellitus
Diabetes Complications
Data Mining

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

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

Marinoni, A., Rizzo, E., Limongelli, I., Gamba, P. & Bellazzi, R., Feb 1 2015, In : Journal of Biomedical Informatics. 53, p. 121-127 7 p.

Research output: Contribution to journalArticle

Genes
Alleles
Genome
Kinetics
Information Theory
14 Citations (Scopus)

Analyzing complex patients’ temporal histories: New frontiers in temporal data mining

Sacchi, L., Dagliati, A. & Bellazzi, R., 2015, In : Methods in molecular biology (Clifton, N.J.). 1246, p. 89-105 17 p.

Research output: Contribution to journalArticle

Data Mining
Hospital Information Systems
Research Personnel
Delivery of Health Care
Research

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

215 Citations (Scopus)

Atlas of the clinical genetics of human dilated cardiomyopathy

Haas, J., Frese, K. S., Peil, B., Kloos, W., Keller, A., Nietsch, R., Feng, Z., Müller, S., Kayvanpour, E., Vogel, B., Sedaghat-Hamedani, F., Lim, W. K., Zhao, X., Fradkin, D., Köhler, D., Fischer, S., Franke, J., Marquart, S., Barb, I., Li, D. T. & 40 others, Amr, A., Ehlermann, P., Mereles, D., Weis, T., Hassel, S., Kremer, A., King, V., Wirsz, E., Isnard, R., Komajda, M., Serio, A., Grasso, M., Syrris, P., Wicks, E., Plagnol, V., Lopes, L., Gadgaard, T., Eiskjær, H., Jørgensen, M., Garcia-Giustiniani, D., Ortiz-Genga, M., Crespo-Leiro, M. G., Deprez, R. H. L. D., Christiaans, I., Van Rijsingen, I. A., Wilde, A. A., Waldenstrom, A., Bolognesi, M., Bellazzi, R., Mörner, S., Bermejo, J. L., Monserrat, L., Villard, E., Mogensen, J., Pinto, Y. M., Charron, P., Elliott, P., Arbustini, E., Katus, H. A. & Meder, B., May 7 2015, In : European Heart Journal. 36, 18, p. 1123-1135 13 p.

Research output: Contribution to journalArticle

Atlases
Medical Genetics
Dilated Cardiomyopathy
Genes
Plakophilins
8 Citations (Scopus)

BigQ: A NoSQL based framework to handle genomic variants in i2b2

Gabetta, M., Limongelli, I., Rizzo, E., Riva, A., Segagni, D. & Bellazzi, R., Dec 29 2015, In : BMC Bioinformatics. 16, 1, 415.

Research output: Contribution to journalArticle

Genomics
Precision Medicine
Medicine
Phenotype
Informatics
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
8 Citations (Scopus)

Designing an artificial pancreas architecture: the AP@home experience

Lanzola, G., Toffanin, C., Di Palma, F., Del Favero, S., Magni, L. & Bellazzi, R., Dec 1 2015, In : Medical and Biological Engineering and Computing. 53, 12, p. 1271-1283 13 p.

Research output: Contribution to journalArticle

Insulin
Glucose
Blood
Pumps
Medical problems
6 Citations (Scopus)

Developing a parsimonius predictor for binary traits in sugar beet (Beta vulgaris)

Biscarini, F., Marini, S., Stevanato, P., Broccanello, C., Bellazzi, R. & Nazzicari, N., 2015, In : Molecular Breeding. 35, 1

Research output: Contribution to journalArticle

Beta vulgaris
sugar beet
Single Nucleotide Polymorphism
prediction
vigor

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