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  1. Article

    Open Access

    Towards more efficient and robust evaluation of sepsis treatment with deep reinforcement learning

    In recent years, several studies have applied advanced AI methods, i.e., deep reinforcement learning, in discovering more efficient treatment policies for sepsis. However, due to a paucity of understanding of ...

    Chao Yu, Qikai Huang in BMC Medical Informatics and Decision Making (2023)

  2. Article

    Open Access

    Genome-wide survey of the GATA gene family in camptothecin-producing plant Ophiorrhiza pumila

    Ophiorrhiza pumila (Rubiaceae) is capable of producing camptothecin (CPT), one monoterpene indole alkaloid extensively employed in the treatment of multiple cancers. Transcription factors (TFs) GATA are a group ...

    Min Shi, Qikai Huang, Yao Wang, Can Wang, Ruiyan Zhu, Siwei Zhang in BMC Genomics (2022)

  3. No Access

    Chapter and Conference Paper

    Combining Model-Based and Model-Free Reinforcement Learning Policies for More Efficient Sepsis Treatment

    Sepsis is the main cause of mortality in intensive care units (ICUs), but the optimal treatment strategy still remains unclear. Managing the treatment of sepsis is challenging because individual patients respo...

    **angyu Liu, Chao Yu, Qikai Huang, Luhao Wang in Bioinformatics Research and Applications (2021)

  4. Article

    Open Access

    Does isolated greater trochanter implication affect hip abducent strength and functions in intertrochanteric fracture?

    A fracture in the isolated greater trochanter is an infrequent type of femoral intertrochanteric fracture. The gluteus medius and gluteus minimus are abducent muscle groups with attachments located on the grea...

    Hanru Ren, Qikai Huang, Jiawen He, Yongan Wang in BMC Musculoskeletal Disorders (2019)