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Alessandro Guazzo
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Overview of iDPP@ CLEF 2022: the intelligent disease progression prediction challenge
A Guazzo, I Trescato, E Longato, E Hazizaj, D Dosso, G Faggioli, ...
CEUR WORKSHOP PROCEEDINGS 3180, 1130-1210, 2022
172022
Overview of iDPP@ CLEF 2023: the intelligent disease progression prediction challenge
G Faggioli, A Guazzo, S Marchesin, L Menotti, I Trescato, A Helena, ...
CEUR WORKSHOP PROCEEDINGS 3497, 1123-1164, 2023
152023
Intelligent disease progression prediction: overview of iDPP@ CLEF 2022
A Guazzo, I Trescato, E Longato, E Hazizaj, D Dosso, G Faggioli, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2022
102022
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review
E Tavazzi, E Longato, M Vettoretti, H Aidos, I Trescato, C Roversi, ...
Artificial Intelligence in Medicine, 102588, 2023
62023
Learned primal dual reconstruction for PET
A Guazzo, M Colarieti-Tosti
Journal of Imaging 7 (12), 248, 2021
62021
Intelligent Disease Progression Prediction: Overview of iDPP@ CLEF 2023
G Faggioli, A Guazzo, S Marchesin, L Menotti, I Trescato, H Aidos, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2023
32023
Baseline machine learning approaches to predict multiple sclerosis disease progression
A Guazzo, I Trescato, E Longato, E Tavazzi, M Vettoretti, B Camillo
CLEF, 2023
32023
Deep learning for PET imaging: from denoising to learned primal-dual reconstruction
A Guazzo
22020
Performance assessment across different care settings of a heart failure hospitalisation risk-score for type 2 diabetes using administrative claims
A Guazzo, E Longato, ML Morieri, G Sparacino, B Franco-Novelletto, ...
Scientific Reports 12 (1), 7762, 2022
12022
Baseline Machine Learning Approaches To Predict Amyotrophic Lateral Sclerosis Disease Progression.
I Trescato, A Guazzo, E Longato, E Hazizaj, C Roversi, E Tavazzi, ...
CLEF (Working Notes), 1277-1293, 2022
12022
Comparing the Predictive Power of Heart Failure Hospitalisation Risk Scores in the Diabetic Outpatient Clinic and Primary Care Settings
A Guazzo, A Battaggia, E Longato, B Franco-Novelletto, A Avogaro, ...
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
12021
Interpretable Artificial Intelligence to Predict Disease Progression-Related Outcomes via Electronic Healthcare Records Data
A Guazzo
Università degli studi di Padova, 2024
2024
Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits’ text
A Guazzo, E Longato, GP Fadini, ML Morieri, G Sparacino, B Di Camillo
Scientific Reports 13 (1), 19132, 2023
2023
DAVI: A Dataset for Automatic Variant Interpretation
F Longhin, A Guazzo, E Longato, N Ferro, B Di Camillo
International Conference of the Cross-Language Evaluation Forum for European …, 2023
2023
An Adaptive Model Predictive Controller to Address the Biovariability in Blood Clotting Response During Therapy With Warfarin
E Faggionato, A Guazzo, E Pegolo, R Carli, M Bruschetta, S Del Favero
IEEE Transactions on Biomedical Engineering, 2023
2023
Predicting clinical outcomes of amyotrophic lateral sclerosis progression using logistic regression and deep-learning multilayer perceptron approaches
A Guazzo, M Atzeni, E Idi, I Trescato, E Tavazzi, E Longato, U Manera, ...
Proceedings of CIBB 2023, 2023
2023
Manual and automatic identification of ACMG evidence in scientific papers
F Longhin, A Guazzo, E Longato, B Diego, P Dino, N Ferro, ...
Proceedings of National Group of Bioengineering 2023, 2023
2023
Towards automatic ACMG evidence identification for variant interpretation
F Longhin, A Guazzo, E Longato, B Diego, P Dino, N Ferro, ...
Proceedings of European Conference on Computational Biology 2023, 2023
2023
Explainable Deep-Learning Model Reveals Past Cardiovascular Disease in Patients with Diabetes Using Free-Form Visit Reports
A Guazzo, E Longato, GP Fadini, ML Morieri, G Sparacino, B Di Camillo
International Conference on Machine Learning, Optimization, and Data Science …, 2022
2022
Performance Assessment Across Different Care Settings of A Novel Heart Failure Hospitalisation Risk Score For Type 2 Diabetes Patients Developed Using Administrative Claims Only
A Guazzo, E Longato, G Sparacino, B Franco-Novelletto, M Cancian, ...
2021
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