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Hybrid Quantum Neural Network for Drug Response Prediction

SIMPLE SUMMARY: This work successfully employs a novel approach in processing patient and drug data to predict the drug response for cancer patients. The approach uses a deep quantum computing circuit as part of a machine learning architecture to simultaneously consider the cell line and the chemica...

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Detalles Bibliográficos
Autores principales: Sagingalieva, Asel, Kordzanganeh, Mohammad, Kenbayev, Nurbolat, Kosichkina, Daria, Tomashuk, Tatiana, Melnikov, Alexey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216276/
https://www.ncbi.nlm.nih.gov/pubmed/37345042
http://dx.doi.org/10.3390/cancers15102705