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Famiglini, Lorenzo
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1

Never tell me the odds: Investigating pro-hoc explanations ..:

Cabitza, Federico ; Natali, Chiara ; Famiglini, Lorenzo...
Artificial Intelligence in Medicine.  150 (2024)  - p. 102819 , 2024
Link: https://doi.org/10.1016/..
 
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2

Evidence-based XAI: An empirical approach to design more ef..:

Famiglini, Lorenzo ; Campagner, Andrea ; Barandas, Marilia...
Computers in Biology and Medicine.  170 (2024)  - p. 108042 , 2024
Link: https://doi.org/10.1016/..
 
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3

Evaluation of uncertainty quantification methods in multi-l..:

Barandas, Marília ; Famiglini, Lorenzo ; Campagner, Andrea...
Information Fusion.  101 (2024)  - p. 101978 , 2024
Link: https://doi.org/10.1016/..
 
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4

Everything is varied: The surprising impact of instantial v..:

Campagner, Andrea ; Famiglini, Lorenzo ; Carobene, Anna.
Applied Soft Computing.  146 (2023)  - p. 110644 , 2023
Link: https://doi.org/10.1016/..
 
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5

Explainability meets uncertainty quantification: Insights f..:

Folgado, Duarte ; Barandas, Marília ; Famiglini, Lorenzo...
Information Fusion.  100 (2023)  - p. 101955 , 2023
Link: https://doi.org/10.1016/..
 
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6

Let Me Think! Investigating the Effect of Explanations Feed..:

, In: Lecture Notes in Computer Science; Machine Learning and Knowledge Extraction,
Cabitza, Federico ; Campagner, Andrea ; Famiglini, Lorenzo... - p. 155-169 , 2023
Link: https://doi.org/10.1007/..
 
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7

Color Shadows 2: Assessing the Impact of XAI on Diagnostic ..:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,
Natali, Chiara ; Famiglini, Lorenzo ; Campagner, Andrea... - p. 618-629 , 2023
Link: https://doi.org/10.1007/..
 
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8

Color Shadows (Part I): Exploratory Usability Evaluation of..:

, In: Lecture Notes in Computer Science; Machine Learning and Knowledge Extraction,
Cabitza, Federico ; Campagner, Andrea ; Famiglini, Lorenzo.. - p. 31-50 , 2022
Link: https://doi.org/10.1007/..
 
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9

A robust and parsimonious machine learning method to predic..:

Famiglini, Lorenzo ; Campagner, Andrea ; Carobene, Anna.
Medical & Biological Engineering & Computing.  , 2022
Link: https://doi.org/10.1007/..
 
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10

Detecting the Effect Size of Weather Conditions on Patient-..:

Milella, Frida ; Seveso, Andrea ; Famiglini, Lorenzo..
Journal of Personalized Medicine.  12 (2022)  11 - p. 1811 , 2022
Link: https://doi.org/10.3390/..
 
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11

Re-calibrating Machine Learning Models Using Confidence Int..:

, In: Modeling Decisions for Artificial Intelligence; Lecture Notes in Computer Science,
Campagner, Andrea ; Famiglini, Lorenzo ; Cabitza, Federico - p. 132-142 , 2022
Link: https://doi.org/10.1007/..
 
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12

Through the looking glass: Understanding the value of visua..:

Gallazzi, Enrico ; Misaggi, Bernardo ; Famiglini, Lorenzo...
Brain and Spine.  2 (2022)  - p. 100967 , 2022
Link: https://doi.org/10.1016/..
 
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13

Application of Machine Learning to Improve Appropriateness ..:

Milella, Frida ; Famiglini, Lorenzo ; Banfi, Giuseppe.
Journal of Personalized Medicine.  12 (2022)  10 - p. 1706 , 2022
Link: https://doi.org/10.3390/..
 
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14

Machine Learning and Laboratory Values in the Diagnosis, Pr..:

, In: Artificial Intelligence in Covid-19,
Carobene, Anna ; Famiglini, Lorenzo ; Sabetta, Eleonora.. - p. 121-156 , 2022
Link: https://doi.org/10.1007/..
 
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15

Global Interpretable Calibration Index, a New Metric to Est..:

, In: Lecture Notes in Computer Science; Machine Learning and Knowledge Extraction,
Cabitza, Federico ; Campagner, Andrea ; Famiglini, Lorenzo - p. 82-99 , 2022
Link: https://doi.org/10.1007/..
 
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