Economic impact of a machine learning-based strategy for preparation of blood products in brain tumor surgery

• Thara Tunthanathip ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Visualization, Writing – original draft

  * E-mail: tsus4@hotmail.com

  Affiliation Division of Neurosurgery, Department of Surgery, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand

  https://orcid.org/0000-0002-6303-836X

  ⨯
• Sakchai Sae-heng,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Division of Neurosurgery, Department of Surgery, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand

  ⨯
• Thakul Oearsakul,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Division of Neurosurgery, Department of Surgery, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand

  ⨯
• Anukoon Kaewborisutsakul,

  Roles Conceptualization, Methodology, Visualization, Writing – review & editing

  Affiliation Division of Neurosurgery, Department of Surgery, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand

  ⨯
• Chin Taweesomboonyat

  Roles Conceptualization, Validation, Visualization, Writing – review & editing

  Affiliation Division of Neurosurgery, Department of Surgery, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand

  ⨯