Jinxiang Liu

Jan 8, 2024 | nature.com | Jinxiang Liu

AbstractThe humpback grouper (Cromileptes altivelis), a medium-sized coral reef teleost, is a naturally rare species distributed in the tropical waters of the Indian and Pacific Oceans. It has high market value, but artificial reproduction and breeding remain limited and need to be improved. Here, we assembled the genome with 1.08 Gb, with a contig N50 of 43.78 Mb. A total of 96.59% of the assembly anchored to 24 pseudochromosomes using Hi-C technology.

Oct 1, 2023 | mdpi.com | Jinxiang Liu |Tiejun Wang |Andrew K. Skidmore |Yaqin Sun

4. DiscussionOur results demonstrated that the IntegratedCNNs outperformed the other comparative methods, including 1D CNN, 2D CNN, 3D CNN, and HybridSN when considering both classification accuracy and efficiency. Our approach integrated all three CNN models, resulting in robust representations in terms of accuracy and efficiency by combining 1D, 2D, and 3D CNNs into a novel method for integrating the concept of these three classifiers into a single processing chain.