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R. Bellazzi · SciRah

Researcher profile · Semantic Scholar

R. Bellazzi

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R. Bellazzi — researcher profile on SciRah

h-index: 58
Works: 501
Citations: 14K

Most-cited papers

Integrated Multi-Omics Analyses in Oncology: A Review of Machine Learning Methods and Tools
G. Nicora, Francesca Vitali, A. Dagliati, N. Geifman +1 more
2020Frontiers in Oncology209 citations Open access
Semantic Scholar
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
G. Brat, G. Weber, Nils Gehlenborg, P. Avillach +83 more
2020npj Digital Medicine173 citations Open access
Semantic Scholar
A manifesto on explainability for artificial intelligence in medicine
Carlo Combi, Beatrice Amico, R. Bellazzi, Andrea Holzinger +3 more
2022Artif. Intell. Medicine153 citations Open access
Semantic Scholar
What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask
I. Kohane, B. Aronow, P. Avillach, Brett K. Beaulieu-Jones +37 more
2021Journal of Medical Internet Research103 citations Open access
Semantic Scholar
Democratized image analytics by visual programming through integration of deep models and small-scale machine learning
Primoz Godec, M. Pancur, Nejc Ilenič, Andrej Čopar +16 more
2019Nature Communications98 citations Open access
Semantic Scholar
Health informatics and EHR to support clinical research in the COVID-19 pandemic: an overview
A. Dagliati, A. Malovini, V. Tibollo, R. Bellazzi
2021Briefings Bioinform.89 citations Open access
Semantic Scholar
Evaluating pointwise reliability of machine learning prediction
G. Nicora, Miguel Rios, A. Abu-Hanna, R. Bellazzi
2022Journal of Biomedical Informatics85 citations Open access
Semantic Scholar
Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring
M. Signorini, N. Pini, A. Malovini, R. Bellazzi +1 more
2020Comput. Methods Programs Biomed.77 citations Open access
Semantic Scholar
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study
Byorn W. L. Tan, B. Tan, Amelia L. M. Tan, Emily R. Schriver +255 more
2022EClinicalMedicine67 citations Open access
Semantic Scholar
A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization
G. Nicora, S. Zucca, I. Limongelli, R. Bellazzi +1 more
2022Scientific Reports56 citations Open access
Semantic Scholar
A survey on single and multi omics data mining methods in cancer data classification
Zahra Momeni, Esmail Hassanzadeh, M. S. Abadeh, R. Bellazzi
2020Journal of Biomedical Informatics52 citations Open access
Semantic Scholar
Tree-based local explanations of machine learning model predictions, AraucanaXAI
Enea Parimbelli, T. M. Buonocore, G. Nicora, W. Michalowski +2 more
2021Artif. Intell. Medicine46 citations Open access
Semantic Scholar
Linc00941 Is a Novel Transforming Growth Factor β Target That Primes Papillary Thyroid Cancer Metastatic Behavior by Regulating the Expression of Cadherin 6
Mila Gugnoni, V. Manicardi, F. Torricelli, E. Sauta +6 more
2020Thyroid42 citations Open access
Semantic Scholar
SCOR: A secure international informatics infrastructure to investigate COVID-19
J. Raisaro, Francesco Marino, J. Troncoso-Pastoriza, Raphaelle Beau-Lejdstrom +30 more
2020J. Am. Medical Informatics Assoc.40 citations Open access
Semantic Scholar
Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models
T. M. Buonocore, Claudio Crema, A. Redolfi, R. Bellazzi +1 more
2022Journal of Biomedical Informatics38 citations Open access
Semantic Scholar
DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms
Alessia Gerbasi, Greta Clementi, Fabio Corsi, S. Albasini +3 more
2023Comput. Methods Programs Biomed.37 citations Open access
Semantic Scholar
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review
E. Tavazzi, Enrico Longato, M. Vettoretti, Helena Aidos +21 more
2023Artif. Intell. Medicine36 citations Open access
Semantic Scholar
Comparative Study of Salivary, Duodenal, and Fecal Microbiota Composition Across Adult Celiac Disease
S. Panelli, E. Capelli, G. Lupo, A. Schiepatti +14 more
2020Journal of Clinical Medicine36 citations Open access
Semantic Scholar
Cytoplasmic movements of the early human embryo: imaging and artificial intelligence to predict blastocyst development.
G. Coticchio, G. Fiorentino, G. Nicora, R. Sciajno +5 more
2020Reproductive Biomedicine Online34 citations Open access
Semantic Scholar
Mining post-surgical care processes in breast cancer patients
L. Chiudinelli, A. Dagliati, V. Tibollo, S. Albasini +6 more
2020Artif. Intell. Medicine32 citations Open access
Semantic Scholar
Validation of an Internationally Derived Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data
Jeffrey G. Klann, Hossein Estiri, G. Weber, B. Moal +38 more
2021J. Am. Medical Informatics Assoc.31 citations Open access
Semantic Scholar
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients
Harrison G. Zhang, A. Dagliati, Zahra Shakeri Hossein Abad, X. Xiong +54 more
2022npj Digital Medicine30 citations Open access
Semantic Scholar
Efficacy and Limitations of Quinidine in Patients With Brugada Syndrome
A. Mazzanti, E. Tenuta, M. Marino, E. Pagan +14 more
2019Circulation: Arrhythmia and Electrophysiology28 citations Open access
Semantic Scholar
Tumor‐associated macrophages and risk of recurrence in stage III colorectal cancer
T. Cavalleri, L. Greco, F. Rubbino, Tsuyoshi Hamada +13 more
2022The Journal of Pathology: Clinical Research23 citations Open access
Semantic Scholar
Pulmonary rehabilitation in patients with interstitial lung diseases: Correlates of success.
G. Brunetti, A. Malovini, M. Maniscalco, Antonella Balestrino +12 more
2021Respiratory Medicine23 citations Open access
Semantic Scholar
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records
A. Dagliati, N. Geifman, N. Peek, J. Holmes +4 more
2020Artif. Intell. Medicine23 citations Open access
Semantic Scholar
Supervised methods to extract clinical events from cardiology reports in Italian
Natalia Viani, Timothy Miller, C. Napolitano, S. Priori +3 more
2019Journal of Biomedical Informatics22 citations Open access
Semantic Scholar
The Gene Mover's Distance: Single-cell similarity via Optimal Transport
R. Bellazzi, Andrea Codegoni, Stefano Gualandi, G. Nicora +1 more
2021arXiv.org21 citations
Semantic Scholar
Spatial Enablement to Support Environmental, Demographic, Socioeconomics, and Health Data Integration and Analysis for Big Cities: A Case Study With Asthma Hospitalizations in New York City
D. Pala, J. Pagán, Enea Parimbelli, M. T. Rocca +2 more
2019Frontiers in Medicine21 citations Open access
Semantic Scholar
Chromatin organization and timing of polar body I extrusion identify developmentally competent mouse oocytes.
Federica Cavalera, M. Zanoni, V. Merico, L. Sacchi +3 more
2019International Journal of Developmental Biology18 citations Open access
Semantic Scholar
CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: a clinically-inspired deep learning pipeline
Alessia Gerbasi, A. Dagliati, G. Albi, M. Chiesa +6 more
2023Comput. Methods Programs Biomed.17 citations Open access
Semantic Scholar
International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study
G. Weber, Harrison G. Zhang, S. L'Yi, Clara-Lea Bonzel +65 more
2021Journal of Medical Internet Research16 citations Open access
Semantic Scholar
Progress in Characterizing the Human Exposome: a Key Step for Precision Medicine
F. Martín-Sánchez, R. Bellazzi, V. Casella, W. Dixon +2 more
2020Yearbook of Medical Informatics16 citations Open access
Semantic Scholar
International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study
G. Weber, C. Hong, N. Palmer, P. Avillach +81 more
2020medRxiv16 citations Open access
Semantic Scholar
A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia
G. Nicora, R. Bellazzi
2020American Medical Informatics Association Annual Symposium16 citations
Semantic Scholar
Taste receptors, innate immunity and longevity: the case of TAS2R16 gene
A. Malovini, G. Accardi, A. Aiello, R. Bellazzi +6 more
2019Immunity & Ageing16 citations Open access
Semantic Scholar
The DNA-helicase HELLS drives ALK− ALCL proliferation by the transcriptional control of a cytokinesis-related program
Annalisa Tameni, E. Sauta, Valentina Mularoni, F. Torricelli +5 more
2021Cell Death and Disease15 citations Open access
Semantic Scholar
Deep Learning to Unveil Correlations between Urban Landscape and Population Health
D. Pala, A. Caldarone, M. Franzini, A. Malovini +3 more
2020Italian National Conference on Sensors14 citations Open access
Semantic Scholar
Impact of COVID-19 lockdown on PM concentrations in an Italian Northern City: A year-by-year assessment
D. Pala, V. Casella, C. Larizza, A. Malovini +1 more
2022PLoS ONE13 citations Open access
Semantic Scholar
Digital Health during COVID-19: Informatics Dialogue with the World Health Organization
S. Koch, W. Hersh, R. Bellazzi, T. Leong +2 more
2021Yearbook of Medical Informatics13 citations Open access
Semantic Scholar
Using Case-Based Reasoning in a Learning System: A Prototype of a Pedagogical Nurse Tool for Evidence-Based Diabetic Foot Ulcer Care
Clara Bender, S. Cichosz, A. Malovini, R. Bellazzi +2 more
2021Journal of Diabetes Science and Technology13 citations Open access
Semantic Scholar
Dataset on linear and non-linear indices for discriminating healthy and IUGR fetuses
M. Signorini, N. Pini, A. Malovini, R. Bellazzi +1 more
2020Data in Brief13 citations Open access
Semantic Scholar
Predicting emerging SARS-CoV-2 variants of concern through a One Class dynamic anomaly detection algorithm
G. Nicora, M. Salemi, S. Marini, R. Bellazzi
2022BMJ Health & Care Informatics12 citations Open access
Semantic Scholar
Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform
Elisa Salvi, Pietro Bosoni, V. Tibollo, Lisanne Kruijver +4 more
2019Italian National Conference on Sensors12 citations Open access
Semantic Scholar
Correlation between PD-L1 Expression of Non-Small Cell Lung Cancer and Data from IVIM-DWI Acquired during Magnetic Resonance of the Thorax: Preliminary Results
C. Bortolotto, G. Stella, G. Messana, Antonio Lo Tito +10 more
2022Cancers11 citations Open access
Semantic Scholar
An integrative functional genomics approach reveals EGLN1 as a novel therapeutic target in KRAS mutated lung adenocarcinoma
F. Reggiani, E. Sauta, F. Torricelli, E. Zanetti +8 more
2021Molecular Cancer11 citations Open access
Semantic Scholar
What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project
G. Fico, Liss Hernanzez, J. Cancela, A. Dagliati +17 more
2019BMC Medical Informatics and Decision Making11 citations Open access
Semantic Scholar
Prognostic Value of Combined Radiomic Features from Follow-Up DWI and T2-FLAIR in Acute Ischemic Stroke
Alessia Gerbasi, P. Konduri, M. Tolhuisen, F. Cavalcante +15 more
2022Journal of Cardiovascular Development and Disease10 citations Open access
Semantic Scholar
A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors
L. S. Q. Ngankem, C. Larizza, Antonino Nocera, G. Rombolà +4 more
2022Int. J. Medical Informatics10 citations
Semantic Scholar
A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data
A. Dagliati, R. Gatta, A. Malovini, V. Tibollo +4 more
2022Frontiers in Public Health10 citations Open access
Semantic Scholar

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