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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Publicat a:JCO Precis Oncol
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: American Society of Clinical Oncology 2020
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ORIGINAL REPORTS
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7713587/
https://ncbi.nlm.nih.gov/pubmed/33283139
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1200/PO.20.00158
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