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Author Details

Riccardo Bellazzi
University of Pavia
1978
301
35
Timothy Clark (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36628785Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.Artif Intell Med2023
36717292Clusters of individuals recovering from an exacerbation of chronic obstructive pulmonary disease and response to in-hospital pulmonary rehabilitation.Pulmonology2023
37030174DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms.Comput Methods Programs Biomed2023
36905746A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors.Int J Med Inform2023
37468698A comparative analysis of the effects of containment policies on the epidemiological manifestation of the COVID-19 pandemic across nine European countries.Sci Rep2023
36628977Evidence of Carotid Atherosclerosis Vulnerability Regression in Real Life From Magnetic Resonance Imaging: Results of the MAGNETIC Prospective Study.J Am Heart Assoc2023
36628785Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.Artif Intell Med2023
37385327Localizing in-domain adaptation of transformer-based biomedical language models.J Biomed Inform2023
37316101Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review.Artif Intell Med2023
37370861The Role of Native T1 and T2 Mapping Times in Identifying PD-L1 Expression and the Histological Subtype of NSCLCs.Cancers (Basel)2023
36739758Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences.Int J Med Inform2023
36734599MALDI mass spectrometry imaging shows a gradual change in the proteome landscape during mouse ovarian folliculogenesis.Mol Hum Reprod2023
37360770Performance of an AI algorithm during the different phases of the COVID pandemics: what can we learn from the AI and vice versa.Eur J Radiol Open2023
37316101Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review.Artif Intell Med2023
37385327Localizing in-domain adaptation of transformer-based biomedical language models.J Biomed Inform2023
37468698A comparative analysis of the effects of containment policies on the epidemiological manifestation of the COVID-19 pandemic across nine European countries.Sci Rep2023
37370861The Role of Native T1 and T2 Mapping Times in Identifying PD-L1 Expression and the Histological Subtype of NSCLCs.Cancers (Basel)2023
37360770Performance of an AI algorithm during the different phases of the COVID pandemics: what can we learn from the AI and vice versa.Eur J Radiol Open2023
37030174DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms.Comput Methods Programs Biomed2023
36717292Clusters of individuals recovering from an exacerbation of chronic obstructive pulmonary disease and response to in-hospital pulmonary rehabilitation.Pulmonology2023
36739758Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences.Int J Med Inform2023
36905746A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors.Int J Med Inform2023
36734599MALDI mass spectrometry imaging shows a gradual change in the proteome landscape during mouse ovarian folliculogenesis.Mol Hum Reprod2023
36628977Evidence of Carotid Atherosclerosis Vulnerability Regression in Real Life From Magnetic Resonance Imaging: Results of the MAGNETIC Prospective Study.J Am Heart Assoc2023
35169226A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization.Sci Rep2022
35768548International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.NPJ Digit Med2022
35897503A New Interactive Tool to Visualize and Analyze COVID-19 Data: The PERISCOPE Atlas.Int J Environ Res Public Health2022
35499170Diabetes Technology Meeting 2021.J Diabetes Sci Technol2022
35738646Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.BMJ Open2022
35677768A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data.Front Public Health2022
36328669A manifesto on explainability for artificial intelligence in medicine.Artif Intell Med2022
35673086Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers.Stud Health Technol Inform2022
35612170Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning.Stud Health Technol Inform2022
36428726Correlation between PD-L1 Expression of Non-Small Cell Lung Cancer and Data from IVIM-DWI Acquired during Magnetic Resonance of the Thorax: Preliminary Results.Cancers (Basel)2022
36547465Prognostic Value of Combined Radiomic Features from Follow-Up DWI and T2-FLAIR in Acute Ischemic Stroke.J Cardiovasc Dev Dis2022
36593658Predicting emerging SARS-CoV-2 variants of concern through a One Class dynamic anomaly detection algorithm.BMJ Health Care Inform2022
33583205Using Case-Based Reasoning in a Learning System: A Prototype of a Pedagogical Nurse Tool for Evidence-Based Diabetic Foot Ulcer Care.J Diabetes Sci Technol2022
35318822Tumor-associated macrophages and risk of recurrence in stage III colorectal cancer.J Pathol Clin Res2022
35041981Evaluating pointwise reliability of machine learning prediction.J Biomed Inform2022
35169226A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization.Sci Rep2022
35344546Impact of COVID-19 lockdown on PM concentrations in an Italian Northern City: A year-by-year assessment.PLoS One2022
35738646Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.BMJ Open2022
35677768A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data.Front Public Health2022
35768548International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.NPJ Digit Med2022
35612170Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning.Stud Health Technol Inform2022
35673086Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers.Stud Health Technol Inform2022
35344546Impact of COVID-19 lockdown on PM concentrations in an Italian Northern City: A year-by-year assessment.PLoS One2022
35499170Diabetes Technology Meeting 2021.J Diabetes Sci Technol2022
36547465Prognostic Value of Combined Radiomic Features from Follow-Up DWI and T2-FLAIR in Acute Ischemic Stroke.J Cardiovasc Dev Dis2022
36428726Correlation between PD-L1 Expression of Non-Small Cell Lung Cancer and Data from IVIM-DWI Acquired during Magnetic Resonance of the Thorax: Preliminary Results.Cancers (Basel)2022
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Collaborators

IRCCS Istituti Clinici Scientifici Maugeri
Co-authored papers 48
University of Pavia
Co-authored papers 31
Istituti Clinici Scientifici Maugeri SpA SB, IRCCS, Institute of Pavia (Pavia)
Co-authored papers 28
University of Pavia
Co-authored papers 19
University of Ljubljana
Co-authored papers 13
University of Applied Sciences
Co-authored papers 10
University of Pennsylvania Perelman School of Medicine
Co-authored papers 10
IRCCS Humanitas Research Hospital
Co-authored papers 9
Co-authored papers 9
Harvard Medical School
Co-authored papers 6
Harvard Medical School
Co-authored papers 5
Harvard Medical School
Co-authored papers 5
Harvard Medical School, USA Duke University
Co-authored papers 4
Harvard Medical School
Co-authored papers 4
and School of Public Health, University of Michigan ann arbor
Co-authored papers 4
Co-authored papers 4
Wake Forest University School of Medicine
Co-authored papers 4
University of Pittsburgh
Co-authored papers 4
University of Michigan ann arbor
Co-authored papers 4
Co-authored papers 4
University of Pittsburgh
Co-authored papers 4
Harvard Medical School
Co-authored papers 4
INSERM UMR 3, Universite Paris Cite, Imagine Institute
Co-authored papers 4
Institute of Biomedical Technologies - National Research Council of Italy
Co-authored papers 4
Yong Loo Lin School of Medicine, National University of Singapore
Co-authored papers 4
Papa Giovanni XXIII Hospital
Co-authored papers 4
Northwestern University Feinberg School of Medicine
Co-authored papers 4
Massachusetts General Hospital
Co-authored papers 4
Beth Israel Deaconess Medical Center (BIDMC), Harvard Medical School
Co-authored papers 4
University of Pittsburgh
Co-authored papers 3