AI Evaluation of Imaging Factors in the Evolution of Stage-Treated Metastases Using Gamma Knife

Background: The study investigated whether three deep-learning models, namely, the CNN_model (trained from scratch), the TL_model (transfer learning), and the FT_model (fine-tuning), could predict the early response of brain metastases (BM) to radiosurgery using a minimal pre-processing of the MRI i...

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Detalles Bibliográficos
Autores principales: Buzea, Calin G., Buga, Razvan, Paun, Maria-Alexandra, Albu, Madalina, Iancu, Dragos T., Dobrovat, Bogdan, Agop, Maricel, Paun, Viorel-Puiu, Eva, Lucian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486549/
https://www.ncbi.nlm.nih.gov/pubmed/37685391
http://dx.doi.org/10.3390/diagnostics13172853

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486549/
https://www.ncbi.nlm.nih.gov/pubmed/37685391
http://dx.doi.org/10.3390/diagnostics13172853

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