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Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection

The field of lung nodule detection and cancer prediction has been rapidly developing with the support of large public data archives. Previous studies have largely focused cross-sectional (single) CT data. Herein, we consider longitudinal data. The Long Short-Term Memory (LSTM) model addresses learni...

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Bibliografski detalji
Izdano u:Mach Learn Med Imaging
Glavni autori: Gao, Riqiang, Huo, Yuankai, Bao, Shunxing, Tang, Yucheng, Antic, Sanja L., Epstein, Emily S., Balar, Aneri B., Deppen, Steve, Paulson, Alexis B., Sandler, Kim L., Massion, Pierre P., Landman, Bennett A.
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8148226/
https://ncbi.nlm.nih.gov/pubmed/34040283
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