Join Classifier of Type and Index Mutation on Lung Cancer DNA Using Sequential Labeling Model

Join Classifier of Type and Index Mutation on Lung Cancer DNA Using Sequential Labeling Model

The sequential labeling model is commonly used for time series or sequence data where each instance label is classified using previous instance label. In this work, a sequential labeling model is proposed as a new approach to detect the type and index mutations simultaneously, using DNA sequences fr...

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Bibliographic Details
Main Authors: Untari Novia Wisesty, Ayu Purwarianti, Adi Pancoro, Amrita Chattopadhyay, Nam Nhut Phan, Eric Y. Chuang, Tati Rajab Mengko
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Bidirectional long short-term memory
bidirectional gated recurrent unit
DNA sequence
lung cancer
mutation detection
one dimensional convolutional neural network
Online Access:https://ieeexplore.ieee.org/document/9681069/

Internet

https://ieeexplore.ieee.org/document/9681069/

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