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Research Output 1991 2020

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Article
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

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

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
2017

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

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

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

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

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

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

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

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

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

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

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., 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

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
2015

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 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 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

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

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

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

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

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

Gene network analysis: From heart development to cardiac therapy

Ferrazzi, F., Bellazzi, R. & Engel, F. B., 2015, In : Thrombosis and Haemostasis. 113, 3, p. 522-531 10 p.

Research output: Contribution to journalArticle

Gene Regulatory Networks
Therapeutics
Tissue Engineering
Cell Differentiation
Heart Diseases

Genetic analysis reveals a longevity-associated protein modulating endothelial function and angiogenesis

Villa, F., Carrizzo, A., Spinelli, C. C., Ferrario, A., Malovini, A., Maciąg, A., Damato, A., Auricchio, A., Spinetti, G., Sangalli, E., Dang, Z., Madonna, M., Ambrosio, M., Sitia, L., Bigini, P., Calì, G., Schreiber, S., Perls, T., Fucile, S., Mulas, F. & 5 others, Nebel, A., Bellazzi, R., Madeddu, P., Vecchione, C. & Puca, A. A., Jul 1 2015, In : Circulation Research. 117, 4, p. 333-345 13 p.

Research output: Contribution to journalArticle

Permeability
Proteins
Blood Vessels
Nitric Oxide Synthase Type III
Homeostasis

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

Mina, E. D., Ciccone, R., Brustia, F., Bayindir, B., Limongelli, I., Vetro, A., Iascone, M., Pezzoli, L., Bellazzi, R., Perotti, G., De Giorgis, V., Lunghi, S., Coppola, G., Orcesi, S., Merli, P., Savasta, S., Veggiotti, P. & Zuffardi, O., Mar 1 2015, In : European Journal of Human Genetics. 23, 3, p. 354-362 9 p.

Research output: Contribution to journalArticle

Epilepsy
Mutation
Genes
Exome
Phenotype

JTSA: An open source framework for time series abstractions

Sacchi, L., Capozzi, D., Bellazzi, R. & Larizza, C., Oct 1 2015, In : Computer Methods and Programs in Biomedicine. 121, 3, p. 175-188 14 p.

Research output: Contribution to journalArticle

Time series
Workflow
Libraries
Graphical user interfaces
Application programs

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

Magri, F., Chytiris, S., Zerbini, F., Capelli, V., Gaiti, M., Carbone, A., Fonte, R., Malovini, A., Rotondi, M., Bellazzi, R. & Chiovato, L., May 1 2015, In : Endocrine Practice. 21, 5, p. 474-481 8 p.

Research output: Contribution to journalArticle

Elasticity Imaging Techniques
Thyroid Nodule
Differential Diagnosis
Fine Needle Biopsy
Cell Biology

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

Altomare, C., Guglielmann, R., Riboldi, M., Bellazzi, R. & Baroni, G., Feb 1 2015, In : Journal of Biomedical Informatics. 53, p. 65-72 8 p.

Research output: Contribution to journalArticle

Patient Identification Systems
Radiotherapy
Infrared radiation
Point-of-Care Systems
Pelvic Neoplasms

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

Limongelli, I., Marini, S. & Bellazzi, R., 2015, In : BMC Bioinformatics. 16, p. 123 1 p.

Research output: Contribution to journalArticle

Learning systems
Amino Acids
Amino acids
Coding
Proteins

Preface

Holmes, J. H., Bellazzi, R., Sacchi, L. & Peek, N., 2015, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9105, p. V-VII

Research output: Contribution to journalArticle

Protein biomarkers for the prediction of cardiovascular disease in type 2 diabetes

Looker, H. C., Colombo, M., Agakov, F., Zeller, T., Groop, L., Thorand, B., Palmer, C. N., Hamsten, A., de Faire, U., Nogoceke, E., Livingstone, S. J., Salomaa, V., Leander, K., Barbarini, N., Bellazzi, R., van Zuydam, N., McKeigue, P. M. & Colhoun, H. M., Jun 1 2015, In : Diabetologia. 58, 6, p. 1363-1371 9 p.

Research output: Contribution to journalArticle

Type 2 Diabetes Mellitus
Cardiovascular Diseases
Biomarkers
Proteins
ROC Curve

Serum BPIFB4 levels classify health status in long-living individuals

Villa, F., Malovini, A., Carrizzo, A., Spinelli, C. C., Ferrario, A., Maciag, A., Madonna, M., Bellazzi, R., Milanesi, L., Vecchione, C. & Puca, A. A., Dec 15 2015, In : Immunity and Ageing. 12, 1, 27.

Research output: Contribution to journalArticle

Health Status
Serum
Blood Proteins
Genetic Models
Haplotypes

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

Peek, N., Combi, C., Marin, R. & Bellazzi, R., Sep 1 2015, In : Artificial Intelligence in Medicine. 65, 1, p. 61-73 13 p.

Research output: Contribution to journalArticle

Artificial Intelligence
Medicine
Artificial intelligence
Research
Taxonomies
2014

Erratum: The MOGE(S) classification for a phenotype-genotype nomenclature of cardiomyopathy: Endorsed by the world heart federation (J Am Coll Cardiol (2013) 62 (2046-2072))

Arbustini, E., Narula, N., Dec, G. W., Reddy, K. S., Greenberg, B., Kushwaha, S., Marwick, T., Pinney, S., Bellazzi, R., Favalli, V., Kramer, C., Roberts, R., Zoghbi, W. A., Bonow, R., Tavazzi, L., Fuster, V. & Narula, J., Jan 21 2014, In : Journal of the American College of Cardiology. 63, 2, p. 191-194 4 p.

Research output: Contribution to journalArticle

Erratum: The MOGE(S) classification of cardiomyopathy for clinicians (Journal of the American College of Cardiology (2014) 64 (304-18))

Arbustini, E., Narula, N., Tavazzi, L., Serio, A., Grasso, M., Favalli, V., Bellazzi, R., Tajik, J. A., Bonow, R. D., Fuster, V. & Narula, J., 2014, In : Journal of the American College of Cardiology. 64, 11, p. 1186 1 p.

Research output: Contribution to journalArticle