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Author Details
Full Name
Riccardo Bellazzi
Affiliation
University of Pavia
ORCID
Career Start Year
1978
Papers
301
H Index
35
Expertise
CM4AI Collaborator
Timothy Clark (CM4AI)
PMID
Paper Title
Journal Title
Published Year
36628785
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.
Artif Intell Med
2023
36717292
Clusters of individuals recovering from an exacerbation of chronic obstructive pulmonary disease and response to in-hospital pulmonary rehabilitation.
Pulmonology
2023
37030174
DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms.
Comput Methods Programs Biomed
2023
36905746
A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors.
Int J Med Inform
2023
37468698
A comparative analysis of the effects of containment policies on the epidemiological manifestation of the COVID-19 pandemic across nine European countries.
Sci Rep
2023
36628977
Evidence of Carotid Atherosclerosis Vulnerability Regression in Real Life From Magnetic Resonance Imaging: Results of the MAGNETIC Prospective Study.
J Am Heart Assoc
2023
36628785
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.
Artif Intell Med
2023
37385327
Localizing in-domain adaptation of transformer-based biomedical language models.
J Biomed Inform
2023
37316101
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review.
Artif Intell Med
2023
37370861
The Role of Native T1 and T2 Mapping Times in Identifying PD-L1 Expression and the Histological Subtype of NSCLCs.
Cancers (Basel)
2023
36739758
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences.
Int J Med Inform
2023
36734599
MALDI mass spectrometry imaging shows a gradual change in the proteome landscape during mouse ovarian folliculogenesis.
Mol Hum Reprod
2023
37360770
Performance 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 Open
2023
37316101
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review.
Artif Intell Med
2023
37385327
Localizing in-domain adaptation of transformer-based biomedical language models.
J Biomed Inform
2023
37468698
A comparative analysis of the effects of containment policies on the epidemiological manifestation of the COVID-19 pandemic across nine European countries.
Sci Rep
2023
37370861
The Role of Native T1 and T2 Mapping Times in Identifying PD-L1 Expression and the Histological Subtype of NSCLCs.
Cancers (Basel)
2023
37360770
Performance 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 Open
2023
37030174
DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms.
Comput Methods Programs Biomed
2023
36717292
Clusters of individuals recovering from an exacerbation of chronic obstructive pulmonary disease and response to in-hospital pulmonary rehabilitation.
Pulmonology
2023
36739758
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences.
Int J Med Inform
2023
36905746
A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors.
Int J Med Inform
2023
36734599
MALDI mass spectrometry imaging shows a gradual change in the proteome landscape during mouse ovarian folliculogenesis.
Mol Hum Reprod
2023
36628977
Evidence of Carotid Atherosclerosis Vulnerability Regression in Real Life From Magnetic Resonance Imaging: Results of the MAGNETIC Prospective Study.
J Am Heart Assoc
2023
35169226
A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization.
Sci Rep
2022
35768548
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
NPJ Digit Med
2022
35897503
A New Interactive Tool to Visualize and Analyze COVID-19 Data: The PERISCOPE Atlas.
Int J Environ Res Public Health
2022
35499170
Diabetes Technology Meeting 2021.
J Diabetes Sci Technol
2022
35738646
Changes 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 Open
2022
35677768
A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data.
Front Public Health
2022
36328669
A manifesto on explainability for artificial intelligence in medicine.
Artif Intell Med
2022
35673086
Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers.
Stud Health Technol Inform
2022
35612170
Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning.
Stud Health Technol Inform
2022
36428726
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.
Cancers (Basel)
2022
36547465
Prognostic Value of Combined Radiomic Features from Follow-Up DWI and T2-FLAIR in Acute Ischemic Stroke.
J Cardiovasc Dev Dis
2022
36593658
Predicting emerging SARS-CoV-2 variants of concern through a One Class dynamic anomaly detection algorithm.
BMJ Health Care Inform
2022
33583205
Using Case-Based Reasoning in a Learning System: A Prototype of a Pedagogical Nurse Tool for Evidence-Based Diabetic Foot Ulcer Care.
J Diabetes Sci Technol
2022
35318822
Tumor-associated macrophages and risk of recurrence in stage III colorectal cancer.
J Pathol Clin Res
2022
35041981
Evaluating pointwise reliability of machine learning prediction.
J Biomed Inform
2022
35169226
A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization.
Sci Rep
2022
35344546
Impact of COVID-19 lockdown on PM concentrations in an Italian Northern City: A year-by-year assessment.
PLoS One
2022
35738646
Changes 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 Open
2022
35677768
A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data.
Front Public Health
2022
35768548
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
NPJ Digit Med
2022
35612170
Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning.
Stud Health Technol Inform
2022
35673086
Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers.
Stud Health Technol Inform
2022
35344546
Impact of COVID-19 lockdown on PM concentrations in an Italian Northern City: A year-by-year assessment.
PLoS One
2022
35499170
Diabetes Technology Meeting 2021.
J Diabetes Sci Technol
2022
36547465
Prognostic Value of Combined Radiomic Features from Follow-Up DWI and T2-FLAIR in Acute Ischemic Stroke.
J Cardiovasc Dev Dis
2022
36428726
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.
Cancers (Basel)
2022
1 - 50 of 602
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Collaborators
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IRCCS Istituti Clinici Scientifici Maugeri
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Arianna Dagliati
University of Pavia
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Valentina Tibollo
Istituti Clinici Scientifici Maugeri SpA SB, IRCCS, Institute of Pavia (Pavia)
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Angelo Nuzzo
University of Applied Sciences
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John H Holmes
University of Pennsylvania Perelman School of Medicine
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10
Alberto Zambelli
IRCCS Humanitas Research Hospital
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9
Mauro Bucalo
Co-authored papers
9
Isaac S Kohane
Harvard Medical School
Co-authored papers
6
Paul Avillach
Harvard Medical School
Co-authored papers
5
Shawn N Murphy
Harvard Medical School
Co-authored papers
5
Chuan Hong
Harvard Medical School, USA Duke University
Co-authored papers
4
Griffin M Weber
Harvard Medical School
Co-authored papers
4
Gilbert S Omenn
and School of Public Health, University of Michigan ann arbor
Co-authored papers
4
Robert Roberts
Co-authored papers
4
Andrew M South
Wake Forest University School of Medicine
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4
Zongqi Xia
University of Pittsburgh
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David A Hanauer
University of Michigan ann arbor
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Valentin Fuster
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