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Luca Marzano
Luca Marzano
PhD candidate, KTH Royal Institute of Technology
Подтвержден адрес электронной почты в домене kth.se - Главная страница
Название
Процитировано
Процитировано
Год
Predicting brain age with complex networks: From adolescence to adulthood
L Bellantuono, L Marzano, M La Rocca, D Duncan, A Lombardi, ...
NeuroImage 225, 117458, 2021
572021
A novel analytical framework for risk stratification of real‐world data using machine learning: a small cell lung cancer study
L Marzano, AS Darwich, S Tendler, A Dan, R Lewensohn, L De Petris, ...
Clinical and Translational Science 15 (10), 2437-2447, 2022
82022
Diagnosing an overcrowded emergency department from its Electronic Health Records
L Marzano, AS Darwich, R Jayanth, L Sven, N Falk, P Bodeby, S Meijer
Scientific Reports 14 (1), 9955, 2024
52024
A data-driven discrete event simulation model to improve emergency department logistics
MN Abourraja, L Marzano, J Raghothama, AB Asl, AS Darwich, S Meijer, ...
2022 Winter Simulation Conference (WSC), 748-759, 2022
42022
Exploring the discrepancies between clinical trials and real‐world data: A small‐cell lung cancer study
L Marzano, AS Darwich, A Dan, S Tendler, R Lewensohn, L De Petris, ...
Clinical and Translational Science 17 (8), e13909, 2024
22024
Exploring Hospital Overcrowding with an Explainable Time-to-Event Machine Learning Approach
T Haraldsson, L Marzano, H Krishna, S Lethval, N Falk, P Bodeby, ...
Digital Health and Informatics Innovations for Sustainable Health Care …, 2024
12024
A Hybrid Approach to Model Hospitals and Evaluate Wards’ Performances
A Boodaghian Asl, L Marzano, J Raghothama, AS Darwich, N Falk, ...
2025
208P The discrepancies between real-world evidence and clinical trials: A study investigating stage IV SCLC
L Marzano, A Dan, S Tendler, AS Darwich, L de Petris, R Lewensohn, ...
ESMO Open 9, 2024
2024
Exploring the discrepancies between clinical trials and real-world data by accounting for Selection criteria, Operations, and Measurements of Outcome
L Marzano, AS Darwich, A Dan, S Tendler, R Lewensohn, L De Petris, ...
medRxiv, 2024.01. 22.24301594, 2024
2024
Perspectives on designing data-driven approaches in healthcare based on real-world evidence
L Marzano
KTH Royal Institute of Technology, 2024
2024
Real-World Evidence on Dose-Reduction and Treatment Outcomes in Small Cell Lung Cancer; A Bayesian mixed effects and Competitive Risk Approach
L Marzano, A Dan, AS Darwich, L De Petris, S Tendler, R Lewensohn, ...
medRxiv, 2024.12. 04.24318490, 2024
2024
How to diagnose an overcrowded emergency department from its EHRs? Enhancing opportunities and challenges of real-world data from a whole-system perspective
L Marzano, AS Darwich, R Jayanth, L Sven, N Falk, P Bodeby, S Meijer
2023
EP13. 03-14 A Comparative Analysis between Real-World Data and Clinical Trials to Evaluate Differences in Outcomes for SCLC Patients
L Marzano, A Dan, S Tendler, AS Darwich, J Raghothama, L De Petris, ...
Journal of Thoracic Oncology 18 (11), S697, 2023
2023
Explainable machine learning to inform real-world evidence: A case study on small cell lung cancer survival analysis.
L Marzano, AS Darwich, A Dan, S Tendler, J Raghotama, R Lewensohn, ...
JCO Global Oncology 9 (Supplement_1), 113-113, 2023
2023
Application of Process Mining for Modelling Small Cell Lung Cancer Prognosis
L Marzano, S Meijer, A Dan, S Tendler, L De Petris, R Lewensohn, ...
Caring is Sharing–Exploiting the Value in Data for Health and Innovation, 18-22, 2023
2023
ALGORITMI DI DEEP LEARNING DELL’ANALISI DI DATI SCIENTIFICI
R Bellotti, L Marzano
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Статьи 1–16