Breakthrough Cancer Pain Clinical Features and Differential Opioids Response: A Machine Learning Approach in Patients With Cancer From the IOPS-MS Study

PURPOSE: A large proportion of patients with cancer suffer from breakthrough cancer pain (BTcP). Several unmet clinical needs concerning BTcP treatment, such as optimal opioid dosages, are being investigated. In this analysis the hypothesis, we explore with an unsupervised learning algorithm whether...

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Detalles Bibliográficos
Autores principales: Pantano, Francesco, Manca, Paolo, Armento, Grazia, Zeppola, Tea, Onorato, Angelo, Iuliani, Michele, Simonetti, Sonia, Vincenzi, Bruno, Santini, Daniele, Mercadante, Sebastiano, Marchetti, Paolo, Cuomo, Arturo, Caraceni, Augusto, Mediati, Rocco Domenico, Vellucci, Renato, Mammucari, Massimo, Natoli, Silvia, Lazzari, Marzia, Dauri, Mario, Adile, Claudio, Airoldi, Mario, Azzarello, Giuseppe, Blasi, Livio, Chiurazzi, Bruno, Degiovanni, Daniela, Fusco, Flavio, Guardamagna, Vittorio, Liguori, Simeone, Palermo, Loredana, Mameli, Sergio, Masedu, Francesco, Mazzei, Teresita, Melotti, Rita Maria, Menardo, Valentino, Miotti, Danilo, Moroso, Stefano, Pascoletti, Gaetano, De Santis, Stefano, Orsetti, Remo, Papa, Alfonso, Ricci, Sergio, Scelzi, Elvira, Sofia, Michele, Aielli, Federica, Valle, Alessandro, Tonini, Giuseppe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society of Clinical Oncology 2020
Materias:
ORIGINAL REPORTS
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713587/
https://www.ncbi.nlm.nih.gov/pubmed/33283139
http://dx.doi.org/10.1200/PO.20.00158

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