Andrea Campagner

6PUBLICATIONS
33CO-AUTHORS
Cancer diagnosisRehabilitationMetabolic medicineDisease surveillanceDeep learning
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Publications (6)

|Aug 13, 2026
Explainable Machine Learning for Detecting Pancreatic Cancer from Structured Endoscopic Ultrasound Data: A Retrospective Multicenter Observational Study.

|Jul 28, 2026
Predictive Factors of Inpatient Rehabilitation Outcomes and Stay: A Machine Learning Study with Temporal Validation.

|Feb 26, 2025
Complete Blood Count and Monocyte Distribution Width-Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study.

Andrea Campagner, Luisa Agnello, Anna Carobene

|Jul 23, 2024
Second opinion machine learning for fast-track pathway assignment in hip and knee replacement surgery: the use of patient-reported outcome measures.

Andrea Campagner, Frida Milella, Giuseppe Banfi

|Oct 14, 2022
Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition.

Nuno Bento, Joana Rebelo, Marília Barandas

|Nov 01, 2021
External validation of Machine Learning models for COVID-19 detection based on Complete Blood Count.

Andrea Campagner, Anna Carobene, Federico Cabitza

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Frequent Collaborators

3 joint publications

Federico Cabitza

1 joint publications

Nuno Bento

1 joint publications

Joana Rebelo

1 joint publications

Marília Barandas