Picture for Federico Cabitza

Federico Cabitza

Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions

Add code
Oct 30, 2023
Viaarxiv icon

Painting the black box white: experimental findings from applying XAI to an ECG reading setting

Add code
Oct 27, 2022
Viaarxiv icon

Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine

Add code
Oct 11, 2022
Viaarxiv icon

Responsible AI in Healthcare

Add code
Feb 19, 2022
Viaarxiv icon

Toward a Perspectivist Turn in Ground Truthing for Predictive Computing

Add code
Sep 09, 2021
Figure 1 for Toward a Perspectivist Turn in Ground Truthing for Predictive Computing
Figure 2 for Toward a Perspectivist Turn in Ground Truthing for Predictive Computing
Figure 3 for Toward a Perspectivist Turn in Ground Truthing for Predictive Computing
Figure 4 for Toward a Perspectivist Turn in Ground Truthing for Predictive Computing
Viaarxiv icon

Who wants accurate models? Arguing for a different metrics to take classification models seriously

Add code
Oct 22, 2019
Figure 1 for Who wants accurate models? Arguing for a different metrics to take classification models seriously
Figure 2 for Who wants accurate models? Arguing for a different metrics to take classification models seriously
Figure 3 for Who wants accurate models? Arguing for a different metrics to take classification models seriously
Figure 4 for Who wants accurate models? Arguing for a different metrics to take classification models seriously
Viaarxiv icon

A giant with feet of clay: on the validity of the data that feed machine learning in medicine

Add code
May 14, 2018
Figure 1 for A giant with feet of clay: on the validity of the data that feed machine learning in medicine
Figure 2 for A giant with feet of clay: on the validity of the data that feed machine learning in medicine
Figure 3 for A giant with feet of clay: on the validity of the data that feed machine learning in medicine
Figure 4 for A giant with feet of clay: on the validity of the data that feed machine learning in medicine
Viaarxiv icon

Breeding electric zebras in the fields of Medicine

Add code
Jan 27, 2017
Figure 1 for Breeding electric zebras in the fields of Medicine
Figure 2 for Breeding electric zebras in the fields of Medicine
Viaarxiv icon