All Stories

  1. A pipeline for developing deep learning prognostic prediction models in cardiac magnetic resonance image analysis

    Article • European Heart Journal - Digital Health, August 2025, Oxford University Press (OUP)

    Professor Dario Gregori, Dr. Corrado Lanera

  2. Analyzing the Caloric Variability of Bites in a Semi-Naturalistic Dietary Setting

    Article • Nutrients, June 2025, MDPI AG

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  3. Exploring Applications of Artificial Intelligence in Critical Care Nursing: A Systematic Review

    Article • Nursing Reports, February 2025, MDPI AG

    Dr. Corrado Lanera

  4. Classifying Food Items During an Eating Occasion: A Machine Learning Approach with Slope Dynamics for Windowed Kinetic Data

    Article • Foods, January 2025, MDPI AG

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  5. Foodborne Event Detection Based on Social Media Mining: A Systematic Review

    Article • Foods, January 2025, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  6. Unveiling insights from the Joint FAO/WHO Expert Committee on Food Additives (JECFA) portal

    Article • Scientific Data, December 2024, Springer Science + Business Media

    Dr. Corrado Lanera

  7. In-Bed Monitoring: A Systematic Review of the Evaluation of In-Bed Movements Through Bed Sensors

    Article • Informatics, October 2024, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  8. Deep learning-based prediction of major arrhythmic events in dilated cardiomyopathy: A proof of concept study

    Article • PLOS One, February 2024, PLOS

    Dr. Corrado Lanera

  9. Monitoring the Epidemiology of Otitis Using Free-Text Pediatric Medical Notes: A Deep Learning Approach

    Article • Journal of Personalized Medicine, December 2023, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  10. Fitting Early Phases of the COVID-19 Outbreak: A Comparison of the Performances of Used Models

    Article • Healthcare, August 2023, MDPI AG

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  11. Automatic Forecast of Intensive Care Unit Admissions: The Experience During the COVID-19 Pandemic in Italy

    Article • Journal of Medical Systems, August 2023, Springer Science + Business Media

    Dr. Corrado Lanera

  12. Pediatric Injury Surveillance From Uncoded Emergency Department Admission Records in Italy: Machine Learning–Based Text-Mining Approach

    Article • JMIR Public Health and Surveillance, July 2023, JMIR Publications Inc.

    Professor Dario Gregori, Dr. Corrado Lanera

  13. COVID-19 hospitalizations and patients' age at admission: The neglected importance of data variability for containment policies

    Article • Frontiers in Public Health, November 2022, Frontiers

    Dr. Corrado Lanera

  14. Pediatric Injury Surveillance From Uncoded Emergency Department Admission Records in Italy: Machine Learning–Based Text-Mining Approach (Preprint)

    Article • November 2022, JMIR Publications Inc.

    Professor Dario Gregori, Dr. Corrado Lanera

  15. A SuperLearner Approach to Predict Run-In Selection in Clinical Trials

    Article • Computational and Mathematical Methods in Medicine, September 2022, Hindawi Publishing Corporation

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  16. Building Infrastructure to Exploit Evidence from Patient Preference Information (PPI) Studies: A Conceptual Blueprint

    Article • Applied Sciences, July 2022, MDPI AG

    paola berchialla, Dr. Corrado Lanera

  17. A Deep Learning Approach to Estimate the Incidence of Infectious Disease Cases for Routinely Collected Ambulatory Records: The Example of Varicella-Zoster

    Article • International Journal of Environmental Research and Public Health, May 2022, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  18. Prediction of treatment outcome in clinical trials under a personalized medicine perspective

    Article • Scientific Reports, March 2022, Springer Science + Business Media

    paola berchialla, Dr. Corrado Lanera

  19. A Web-Based Application to Monitor and Inform about the COVID-19 Outbreak in Italy: The {COVID-19ita} Initiative

    Article • Healthcare, March 2022, MDPI AG

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  20. Machine learning in clinical and epidemiological research: isn't it time for biostatisticians to work on it?

    Article • Epidemiology Biostatistics and Public Health, January 2022, Milano University Press

    paola berchialla, Dr. Corrado Lanera

  21. A topic trend analysis on COVID-19 literature

    Article • Digital Health, January 2022, SAGE Publications

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  22. Oversampling and replacement strategies in propensity score matching: a critical review focused on small sample size in clinical settings

    Article • BMC Medical Research Methodology, November 2021, Springer Science + Business Media

    paola berchialla, Dr. Corrado Lanera

  23. Improving Healthy Aging by Monitoring Patients’ Lifestyle through a Wearable Device: Results of a Feasibility Study

    Article • International Journal of Environmental Research and Public Health, September 2021, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  24. Adjustment for Baseline Covariates to Increase Efficiency in RCTs with Binary Endpoint: A Comparison of Bayesian and Frequentist Approaches

    Article • International Journal of Environmental Research and Public Health, July 2021, MDPI AG

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  25. Predicting Hemodynamic Failure Development in PICU Using Machine Learning Techniques

    Article • Diagnostics, July 2021, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  26. Monitoring Patients Reported Outcomes after Valve Replacement Using Wearable Devices: Insights on Feasibility and Capability Study: Feasibility Results

    Article • International Journal of Environmental Research and Public Health, July 2021, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  27. The Surplus Transplant Lung Allocation System in Italy: An Evaluation of the Allocation Process via Stochastic Modeling

    Article • International Journal of Environmental Research and Public Health, July 2021, MDPI AG

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  28. Psychological Effects of Lockdown Measures for the COVID-19 Outbreak in Patients with Systemic Lupus Erythematosus

    Article • Journal of Multidisciplinary Healthcare, June 2021, Taylor & Francis

    Dr. Corrado Lanera

  29. To Swab or Not to Swab? The Lesson Learned in Italy in the Early Stage of the COVID-19 Pandemic

    Article • Applied Sciences, April 2021, MDPI AG

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  30. Excess of all-cause mortality is only partially explained by COVID-19 in Veneto (Italy) during spring outbreak

    Article • BMC Public Health, April 2021, Springer Science + Business Media

    Professor Dario Gregori, paola berchialla, Dr. Corrado Lanera

  31. Spontaneous coronary artery dissection: Role of prognostic markers and relationship with genetic analysis

    Article • International Journal of Cardiology, March 2021, Elsevier

    Dr. Corrado Lanera

  32. Assessing school‐based intervention strategies to foster the prevention of choking injuries in children: The results of the CHOP (CHOking Prevention) trial

    Article • Health & Social Care in the Community, February 2021, Wiley

    Professor Dario Gregori, Dr. Corrado Lanera

  33. Resting Energy Expenditure in the Elderly: Systematic Review and Comparison of Equations in an Experimental Population

    Article • Nutrients, January 2021, MDPI AG

    Dr. Corrado Lanera

  34. Detecting neurodevelopmental trajectories in congenital heart diseases with a machine-learning approach

    Article • Scientific Reports, January 2021, Springer Science + Business Media

    Dr. Corrado Lanera

  35. Profiling Patients by Intensity of Nursing Care: An Operative Approach Using Machine Learning

    Article • Journal of Personalized Medicine, December 2020, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  36. Daily Exposure to Air Pollution Particulate Matter Is Associated with Atrial Fibrillation in High-Risk Patients

    Article • International Journal of Environmental Research and Public Health, August 2020, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  37. COVID-19: ensuring our medical equipment can meet the challenge

    Article • Expert Review of Medical Devices, June 2020, Taylor & Francis

    Dr. Corrado Lanera

  38. A first estimation of the impact of public health actions against COVID-19 in Veneto (Italy)

    Article • Journal of Epidemiology & Community Health, May 2020, BMJ

    Professor Dario Gregori, paola berchialla, Dr. Corrado Lanera

  39. Is a more aggressive COVID-19 case detection approach mitigating the burden on ICUs? Some reflections from Italy

    Article • Critical Care, April 2020, Springer Science + Business Media

    paola berchialla, Dr. Corrado Lanera

  40. A web-based application for estimating energy requirements in elderly patients

    Article • Proceedings of The Nutrition Society, January 2020, Cambridge University Press

    Dr. Corrado Lanera

  41. Screening PubMed abstracts: is class imbalance always a challenge to machine learning?

    Article • Systematic Reviews, December 2019, Springer Science + Business Media

    paola berchialla, Dr. Corrado Lanera

  42. Comparison of Machine Learning Techniques for Prediction of Hospitalization in Heart Failure Patients

    Article • Journal of Clinical Medicine, August 2019, MDPI AG

    Professor Dario Gregori, Dr. Corrado Lanera

  43. Increasing awareness of food-choking and nutrition in children through education of caregivers: the CHOP community intervention trial study protocol

    Article • BMC Public Health, August 2019, Springer Science + Business Media

    Professor Dario Gregori, Dr. Corrado Lanera

  44. Favorable Trend of Implantable Cardioverter‐Defibrillator Service Life in a Large Single‐Nation Population: Insights From 10‐Year Analysis of the Italian Implantable Cardioverter‐Defibrillator Registry

    Article • Journal of the American Heart Association, August 2019, Wolters Kluwer Health

    Dr. Corrado Lanera

  45. Performance of Prognostic Heart Failure Models in Patients With Nonischemic Cardiomyopathy Undergoing Ventricular Tachycardia Ablation

    Article • JACC Clinical Electrophysiology, July 2019, Elsevier

    Dr. Corrado Lanera

  46. The Role of Genetic Factors in Characterizing Extra-Intestinal Manifestations in Crohn’s Disease Patients: Are Bayesian Machine Learning Methods Improving Outcome Predictions?

    Article • Journal of Clinical Medicine, June 2019, MDPI AG

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  47. Consumers’ attitudes before and after the introduction of the Chilean regulation on food labelling

    Article • International Journal of Food Sciences and Nutrition, June 2019, Taylor & Francis

    Professor Dario Gregori, Dr. Corrado Lanera

  48. High- and low-inpatients’ serum magnesium levels are associated with in-hospital mortality in elderly patients: a neglected marker?

    Article • Aging Clinical and Experimental Research, May 2019, Springer Science + Business Media

    Professor Dario Gregori, Dr. Corrado Lanera

  49. Analysis of Unstructured Text-Based Data Using Machine Learning Techniques: The Case of Pediatric Emergency Department Records in Nicaragua

    Article • Medical Care Research and Review, April 2019, SAGE Publications

    Professor Dario Gregori, Dr. Corrado Lanera

  50. Use of Machine Learning Techniques for Case-Detection of Varicella Zoster Using Routinely Collected Textual Ambulatory Records: Pilot Observational Study (Preprint)

    Article • JMIR Medical Informatics, April 2019, JMIR Publications Inc.

    paola berchialla, Professor Dario Gregori, Dr. Corrado Lanera

  51. Prognostic role of non-sustained ventricular tachycardia detected with remote interrogation in a pacemaker population

    Article • IJC Heart & Vasculature, March 2019, Elsevier

    Dr. Corrado Lanera

  52. Results of new-generation intrapericardial continuous flow left ventricular assist devices as a bridge-to-transplant

    Article • Journal of Cardiovascular Medicine, December 2018, Wolters Kluwer Health

    Dr. Corrado Lanera

  53. Extending PubMed searches to ClinicalTrials.gov through a machine learning approach for systematic reviews

    Article • Journal of Clinical Epidemiology, November 2018, Elsevier

    Professor Dario Gregori, Dr. Corrado Lanera, paola berchialla

  54. Time trends in first hospitalization for heart failure in a community-based population

    Article • International Journal of Cardiology, June 2018, Elsevier

    Professor Dario Gregori, Dr. Corrado Lanera, Danila Azzolina

  55. Sleep and Life Quality with Left Ventricle Assist Devices or Transplanted Heart: Results from a Multi-Center Observational Study

    Article • The Journal of Heart and Lung Transplantation, April 2018, Elsevier

    Dr. Corrado Lanera

  56. Clinical and Prognostic Implications of Methods and Partition Values Used to Assess Left Atrial Volume by Two-Dimensional Echocardiography

    Article • Journal of the American Society of Echocardiography, November 2017, Elsevier

    Professor Luigi P. Badano, Dr Elena Surkova, Dr. Corrado Lanera

  57. Early termination of cardiovascular trials as a consequence of poor accrual: analysis of ClinicalTrials.gov 2006–2015

    Article • BMJ Open, June 2017, BMJ

    paola berchialla, Dr. Corrado Lanera

  58. Association between air pollution and ventricular arrhythmias in high-risk patients (ARIA study): a multicentre longitudinal study

    Article • The Lancet Planetary Health, May 2017, Elsevier

    Dr. Corrado Lanera