Deep ensemble learning and transfer learning methods for classification of senescent cells from nonlinear optical microscopy images

Deep ensemble learning and transfer learning methods for classification of senescent cells from nonlinear optical microscopy images

The success of chemotherapy and radiotherapy anti-cancer treatments can result in tumor suppression or senescence induction. Senescence was previously considered a favorable therapeutic outcome, until recent advancements in oncology research evidenced senescence as one of the culprits of cancer recu...

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Bibliographic Details
Main Authors: Salvatore Sorrentino, Francesco Manetti, Arianna Bresci, Federico Vernuccio, Chiara Ceconello, Silvia Ghislanzoni, Italia Bongarzone, Renzo Vanna, Giulio Cerullo, Dario Polli
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Chemistry
Subjects:
deep learning
transfer learning
ensemble learning
machine learning
neural networks
therapy-induced senescence
Online Access:https://www.frontiersin.org/articles/10.3389/fchem.2023.1213981/full

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https://www.frontiersin.org/articles/10.3389/fchem.2023.1213981/full

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