ATZENI, MICHELE
ATZENI, MICHELE
Università di Padova
Machine learning approaches for asthma exacerbation predictions: a systematic review
2026 Cilluffo, Giovanna; Atzeni, Michele; Malizia, Velia; Vettoretti, Martina; Sottile, Gianluca
A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data
2025 Atzeni, M.; Cappon, G.; Quint, J. K.; Kelly, F.; Barratt, B.; Vettoretti, M.
AirPredict: an eHealth platform for asthma management leveraging wearable sensors, digital diaries, and air quality monitoring to optimize patient outcomes
2025 Atzeni, Michele; Cossu, Luca; Gaiotti, Sergio; Cappon, Giacomo; Tinè, Mariaenrica; Previtero, Daniele; Padrin, Ylenia; Baraldo, Simonetta; Semenzato, Umberto; Vettoretti, Martina
Assessing the impact of personal exposure to air pollution on asthma control: feasibility study and preliminary findings using the AirPredict eHealth platform
2025 Gaiotti, S.; Atzeni, M.; Cossu, L.; Cappon, G.; Tine, M.; Previtero, D.; Padrin, Y.; Baraldo, S.; Semenzato, U.; Vettoretti, M.
Cross-sectional evaluation of host biomarkers for guiding antibiotic use in bacterial and non-bacterial acute febrile illness in low- and middle-income tropical settings
2025 Fernandez-Carballo, B Leticia; Atzeni, Michele; Escadafal, Camille; Vettoretti, Martina; Geis, Steffen; Agnandji, Selidji Todagbe; Siqueira, Andre M; Malava, Jullita Kenala; Banda, Louis; Kabwende, Anita L; Alabi, Ayodele; Ondo, Juste Christin Bie; Massinga-Loembe, Marguerite; Essone, Paulin N; Moreira, José; Da Rocha Matos, Aline; Caetano, Braulia C; Siqueira, Marilda M; Bispo De Filippis, Ana Maria; Dos Santos Ribeiro Da Silva, Érica Aparecida; Lourenço, Maria Cristina S; Häring, Julia; Günther, Anna; Jakobi, Meike; Schneiderhan-Marra, Nicole; Hoogland, Christine; Brasil, Patrícia; Pokharel, Sunil; Ongarello, Stefano; Harris, Victoria; Macé, Aurélien; Lee, Sue J; Di Camillo, Barbara; Dittrich, Sabine
Development of digital health techniques to quantify the impact of personal exposure to air pollution on chronic respiratory diseases
2025 Atzeni, Michele
Big data, internet-of-things and aRtificial intelligence to study the impact of personal Exposure to Air pollution on asTHma Exacerbations (BREATHE): Beta Test
2024 Previtero, D; Atzeni, M; Padrin, Y; Cossu, L; Cappon, G; Tinè, M; Baraldo, S; Vettoretti, M; Semenzato, U.
Detection of Self-Reported Stress Level from Wearable Sensor Data Using Machine Learning and Deep Learning-Based Classifiers: Is It Feasible?
2024 Atzeni, M.; Cossu, L.; Cappon, G.; Vettoretti, M.
Optimizing Remote Health Monitoring for Digital Platforms: Evaluating the Efficacy of Gamification in Enhancing Data Collection
2024 Atzeni, Michele; Cossu, Luca; Vettoretti, Martina; Cappon, Giacomo
Predicting clinical events characterizing the progression of amyotrophic lateral sclerosis via machine learning approaches using routine visits data: a feasibility study
2024 Guazzo, Alessandro; Atzeni, Michele; Idi, Elena; Trescato, Isotta; Tavazzi, Erica; Longato, Enrico; Umberto, Manera; Adriano, Chió; Marta, Gromicho; Inês, Alves; de Carvalho Mamede, ; Vettoretti, Martina; DI CAMILLO, Barbara
AirPredict - A mobile app for monitoring personal exposure to Particulate Matter and respiratory outcomes in asthma patients
2023 Atzeni, Michele; Cossu, Luca; Grisi, Caterina; Semenzato, Umberto; Tinè, Mariaenrica; Baraldo, Simonetta; Cappon, Giacomo; Vettoretti, Martina
AirPredict: a wearable sensor-based app to track particulate matter exposure and respiratory health
2023 Atzeni, M.; Cappon, G.; Vettoretti, M.
Assessing Personal Exposure to Airborne Particulate Matter with Wearable Sensors and Ventilation Rate Models
2023 Atzeni, M.; Grisi, C.; Cappon, G.; Vettoretti, M.
Predicting clinical outcomes of amyotrophic lateral sclerosis progression using logistic regression and deep-learning multilayer perceptron approaches
2023 Guazzo, A; Atzeni, M; Idi, E; Trescato, I; Tavazzi, E; Longato, E; Manera, U; Chiò, A; Gromicho, M; Alves, I; de Carvalho, M; Vettoretti, M; Di Camillo, B.