Figure 7 from DeePathNet: A Transformer-Based Deep Learning Model Integrating Multiomic Data with Cancer Pathways

Figure 7 from DeePathNet: A Transformer-Based Deep Learning Model Integrating Multiomic Data with Cancer Pathways

<p>Ablation study of DeePathNet using transformer-only model and plain neural networks (MLP). <b>A,</b> Box plots showing the predictive performance from the independent test set across the 549 drugs for random forest (green), MLP (dark gray), DeePathNet with randomly wired pathway...

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Bibliographic Details
Main Author: Zhaoxiang Cai (20445441) (author)
Other Authors: Rebecca C. Poulos (20445444) (author), Adel Aref (20445447) (author), Phillip J. Robinson (20445450) (author), Roger R. Reddel (15031827) (author), Qing Zhong (20445453) (author)
Published: 2024
Subjects:
Cancer
Methods and Technology
Computational Methods
Artificial intelligence & machine learning
Algorithms
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