reinforcement learning

BucketAugment: Reinforced Domain Generalisation in Abdominal CT Segmentation

BucketAugment: Reinforced Domain Generalisation in Abdominal CT Segmentation 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: In recent years, deep neural networks have consistently outperformed previously proposed methods in the domain of medical segmentation. However, due to their nature, these networks often struggle to delineate… read more

Pairwise Heuristic Sequence Alignment Algorithm Based on Deep Reinforcement Learning

Author(s)3: Yong-Joon Song, Dong Jin Ji, Hyein Seo, Gyu-Bum Han, Dong-Ho Cho
Pairwise Heuristic Sequence Alignment Algorithm Based on Deep Reinforcement Learning 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)

Goal: Various methods have been developed to analyze the association between organisms and their genomic sequences. Among them, sequence alignment is the most frequently used method for comparative analysis of biological…

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